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Yike GUO
郭毅可

PhD in Computational Logic
Imperial College London, 1994

Provost

Chair Professor
Department of Computer Science and Engineering

  • (852) 2358 6122
  • yikeguo@ust.hk
  • Room 6336
  • Personal Web

Google Scholar
-0q6cIYAAAAJ
ORCID
0000-0002-3075-2161
Scopus ID
12765868000
Research Interest Publications Projects RPG Supervision

Research Interest


  • Data mining
  • Machine learning
  • Large-scale data management

Publications


All Years 380 2023 1 2022 33 2021 33 2020 39 2019 54 2018 34 2017 186

2023 1

STR Transformer: A Cross-domain Transformer for Scene Text Recognition

Applied Intelligence, v. 53, (3), February 2023, p. 3444-3458
Wu, Xing; Tang, Bin; Zhao, Ming; Wang, Jianjia; Guo, Yike
Article
2022 33

Afatinib Treatment Alone or with Bevacizumab in a Real-World Cohort of Non-Small Cell Lung Cancer Patients with Epidermal Growth Factor Receptor Mutation

Cancers, v. 14, (2), January 2022, article number 316
Kuo, Chih-Hsi Scott; Chiu, Tzu-Hsuan; Tung, Pi-Hung; Huang, Chi-Hsien; Ju, Jia-Shiuan; Huang, Allen Chung-Cheng; Wang, Chin-Chou; Ko, Ho-Wen; Hsu, Ping-Chih; Fang, Yueh-Fu; Guo, Yi-Ke; Yang, Cheng-Ta
Article

Afatinib treatment in a large real-world cohort of nonsmall cell lung cancer patients with common and uncommon epidermal growth factor receptor mutation

International Journal of Cancer, v. 150, (4), February 2022, p. 626-635
Huang, Chi-Hsien; Ju, Jia-Shiuan; Chiu, Tzu-Hsuan; Huang, Allen Chung-Cheng; Tung, Pi-Hung; Wang, Chin-Chou; Liu, Chien-Ying; Chung, Fu-Tsai; Fang, Yueh-Fu; Guo, Yi-Ke; Kuo, Chih-Hsi Scott; Yang, Cheng-Ta
Article

Association of Differential Mast Cell Activation with Granulocytic Inflammation in Severe Asthma

American Journal of Respiratory and Critical Care Medicine, v. 205, (4), February 2022, p. 397-411
Tiotiu, Angelica; Badi, Yusef; Kermani, Nazanin Zounemat; Sanak, Marek; Kolmert, Johan; Wheelock, Craig E.; Hansbro, Philip M.; Dahlén, Sven-Erik; Sterk, Peter J.; Djukanovic, Ratko; Guo, Yike; Mumby, Sharon; U-BIOPRED Consortium Project Team
Article

Bayesian data assimilation for estimating instantaneous reproduction numbers during epidemics: Applications to COVID-19

PLoS Computational Biology, v. 18, (2), February 2022, article number e1009807
Yang, Xian; Wang, Shuo; Xing, Yuting; Li, Ling; Xu, Richard Yi Da; Friston, Karl J.; Guo, Yike
Article

Clinical utility of automatic phenotype annotation in unstructured clinical notes: intensive care unit use

BMJ Health and Care Informatics, v. 29, (1), November 2022, article number e100519
Zhang, Jingqing; Bolanos Trujillo, Luis Daniel; Tanwar, Ashwani; Ive, Julia; Gupta, Vibhor; Guo, Yike
Article

Data-driven surrogate model with latent data assimilation: Application to wildfire forecasting

Journal of Computational Physics, v. 464, article number 111302
Cheng, Sibo; Prentice, I. Colin; Huang, Yuhan; Jin, Yufang; Guo, Yi-Ke; Arcucci, Rossella
Article

Determinants of expression of SARS-CoV-2 entry-related genes in upper and lower airways

Allergy: European Journal of Allergy and Clinical Immunology, v. 77, (2), February 2022, p. 690-694
Aliee, Hananeh; Massip, Florian; Qi, Cancan; Stella de Biase, Maria; Van Nijnatten, Jos; Kersten, Elin T. G.; Kermani, Nazanin Z.; Khuder, Basil; Guo, Yike; Faiz, Alen; U-BIOPRED Study Group; Cambridge Lung Cancer Early Detection Programme; INER-Ciencias Mexican Lung Program
Article

Digital twins based on bidirectional LSTM and GAN for modelling the COVID-19 pandemic

Neurocomputing, v. 470, January 2022, p. 11-28
Quilodrán-Casas, César; Silva, Vinicius L.S.; Arcucci, Rossella; Heaney, Claire E.; Guo, YiKe; Pain, Christopher C.
Article

Ensemble latent assimilation with deep learning surrogate model: application to drop interaction in a microfluidics device

Lab on a Chip, v. 22, (17), July 2022, p. 3187-3202
Zhuang, Yilin; Cheng, Sibo; Kovalchuk, Nina; Simmons, Mark; Matar, Omar K.; Guo, Yi-Ke; Arcucci, Rossella
Article

Erratum: Crucial role for lung iron level and regulation in the pathogenesis and severity of asthma

The European Respiratory Journal, v. 60, (3), September 2022, article number 1951340
Ali, Md. Khadem; Guo, Yike; Horvat, Jay C.
Article

Face aging with pixel-level alignment GAN

Applied Intelligence, v. 52, (13), October 2022, p. 14665-14678
Wu, Xing; Zhang, Yafei; Li, Qing; Qi, Yangyang; Wang, Jianjia; Guo, Yike
Article

FTAP: Feature transferring autonomous machine learning pipeline

Information Sciences, v. 593, May 2022, p. 385-397
Wu, Xing; Chen, Cheng; Li, Pan; Zhong, Mingyu; Wang, Jianjia; Qian, Quan; Ding, Peng; Yao, Junfeng; Guo, Yike
Article

Mapping atopic dermatitis and anti–IL-22 response signatures to type 2–low severe neutrophilic asthma

Journal of Allergy and Clinical Immunology, v. 149, (1), January 2022, p. 89-101
Badi, Yusef Eamon; Guo, Yi-Ke; Adcock, Ian M.; U-BIOPRED Study Group
Article

Missile aerodynamic shape optimization design using deep neural networks

Aerospace Science and Technology, v. 126, July 2022, article number 107640
Wu, Pin; Yuan, Wenyan; Ji, Lulu; Zhou, Ling; Zhou, Zhu; Feng, Weibing; Guo, Yike
Article

MKD: Mixup-Based Knowledge Distillation for Mandarin End-to-End Speech Recognition

Algorithms, v. 15, (5), May 2022, article number 160
Wu, Xing; Jin, Yifan; Wang, Jianjia; Qian, Quan; Guo, Yike
Article

Multiple Detection Model Fusion Framework for Printed Circuit Board Defect Detection

Journal of Shanghai Jiaotong University (Science), July 2022
Wu, Xing; Zhang, Qingfeng; Wang, Jianjia; Yao, Junfeng; Guo, Yike
Article

Optimal Planning of Air Quality-Monitoring Sites for Better Depiction of PM2.5 Pollution across China

ACS Environmental Au, v. 2, (4), July 2022, p. 314-323
Zhou, Chenhong; Gao, Meng; Li, Jianjun; Bai, Kaixu; Tang, Xiao; Lu, Xiao; Liu, Cheng; Wang, Zifa; Guo, Yike
Article

Parameter Flexible Wildfire Prediction Using Machine Learning Techniques: Forward and Inverse Modelling

Remote Sensing, v. 14, (13), July 2022, article number 3228
Cheng, Sibo; Jin, Yufang; Harrison, Sandy P.; Quilodrán-Casas, César; Prentice, Iain Colin; Guo, Yi-Ke; Arcucci, Rossella
Article

Phenotyping in clinical text with unsupervised numerical reasoning for patient stratification

Experimental Biology and Medicine, 11 October 2022
Tanwar, Ashwani; Zhang, Jingqing; Ive, Julia; Gupta, Vibhor; Guo, Yike
Article

Plasma proteins elevated in severe asthma despite oral steroid use and unrelated to Type-2 inflammation

European Respiratory Journal, v. 59, (2), February 2022, article number 2100142
Mikus, Maria Sparreman; Guo. Yi-Ke; James, Anna; U-BIOPRED Study Group; BIOAIR Consortium
Article

Quantifying high-order interdependencies on individual patterns via the local O-information: Theory and applications to music analysis

Physical Review Research, v. 4, (1), March 2022, article number 013184
Scagliarini, Tomas; Marinazzo, Daniele; Guo, Yike; Stramaglia, Sebastiano; Rosas, Fernando E.
Article

Relationship between type 2 cytokine and inflammasome responses in obesity-associated asthma

Journal of Allergy and Clinical Immunology, v. 149, (4), April 2022, p. 1270-1280
Pinkerton, James W.; Kim, Richard Y.; Brown, Alexandra C.; Rae, Brittany E.; Donovan, Chantal; Mayall, Jemma R.; Carroll, Olivia R.; Khadem Ali, Md.; Scott, Hayley A.; Berthon, Bronwyn S.; Baines, Katherine J.; Starkey, Malcolm R.; Kermani, Nazanin Z.; Guo, Yi-Ke; Robertson, Avril A.B.; O'Neill, Luke A.J.; Adcock, Ian M.; Cooper, Matthew A.; Gibson, Peter G.; Wood, Lisa G.; Hansbro, Philip M.; Horvat, Jay C.
Article

Scale-Consistent Fusion: From Heterogeneous Local Sampling to Global Immersive Rendering

IEEE Transactions on Image Processing, v. 31, p. 6109-6123
Xing, Wenpeng; Chen, Jie; Yang, Zaifeng; Wang, Qiang; Guo, Yike
Article

Speech synthesis with face embeddings

Applied Intelligence, v. 52, (13), March 2022, p. 14839-14852
Wu, Xing; Ji, Sihui; Wang, Jianjia; Guo, Yike
Article

Suggestive annotation of brain MR images with gradient-guided sampling

Medical Image Analysis, v. 77, April 2022, article number 102373
Dai, Chengliang; Wang, Shuo; Mo, Yuanhan; Angelini, Elsa; Guo, Yike; Bai, Wenjia
Article

The different overall survival between single-agent EGFR-TKI treatment and with bevacizumab in non-small cell lung cancer patients with brain metastasis

Scientific Reports, v. 12, (1), December 2022, article number 4398
Chiu Tzu-Hsuan; Tung, Pi-Hung; Huang, Chi-Hsien; Ju, Jia-Shiuan; Huang, Allen Chung-Cheng; Wang, Chin-Chou; Ko, Ho-Wen; Hsu, Ping-Chih; Fang, Yueh-Fu; Guo, Yi-Ke; Kuo, Chih-Hsi Scottt; Yang, Cheng-Ta
Article

Toward High-Performance Map-Recovery of Air Pollution Using Machine Learning

ACS ES&T Engineering, 28 September 2022, article number 2c00248
Song, Jun; Fan, Hongwei; Gao, Meng; Xu, Yibo; Ran, Maohao; Liu, Xiaoran; Guo, Yike
Article

UBAR: User Behavior-Aware Recommendation with knowledge graph

Knowledge-Based Systems, v. 257, October 2022, article number 109661
Wu, Xing; Li, Yisong; Wang, Jianjia; Qian, Quan; Guo, Yike
Article

Weather-degraded image semantic segmentation with multi-task knowledge distillation

Image and Vision Computing, v. 127, November 2022, article number 104554
Li, Zhi; Wu, Xing; Wang, Jianjia; Guo, Yike
Article

基于多粒度认知的智能计算研究

计算机学报=Chinese Journal of Computers, v. 45, (6), June 2022, p. 1161-1175
王国胤; 傅顺; 杨洁; 郭毅可
Article

A continuous glucose monitoring measurements forecasting approach via sporadic blood glucose monitoring

Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022 / IEEE. Piscataway, NJ : IEEE, 2022, p. 860-863, Article number 9995522
Xing, Yuting; Ye, Hangting; Zhang, Xiaoyu; Cao, Wei; Zheng, Shun; Bian, Jiang; Guo, Yike
Conference paper

Merging Real Images with Physics Simulations via Data Assimilation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 13098 LNCS, p. 255-266
Arcucci, Rossella; Casas, César Quilodrán; Joshi, Aniket; Obeysekara, Asiri; Guo, Yi-Ke; Pain, Christopher
Conference paper

OmiTrans: Generative Adversarial Networks Based Omics-to-omics Translation Framework

Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022 / IEEE. Piscataway, NJ : IEEE, 2022, p. 653-659, Article number 9995537
Zhang, Xiaoyu; Guo, Yike
Conference paper
2021 33

A blockchain-based trust system for decentralised applications: When trustless needs trust

Future Generation Computer Systems, v. 124, November 2021, p. 68-79
Truong, Nguyen; Lee, Gyu Myoung; Sun, Kai; Guitton, Florian; Guo, Yike
Article

A Metabolite Array Technology for Precision Medicine

Analytical Chemistry, v. 93, (14), April 2021, p. 5709-5717
Xie, Guoxiang; Wang, Lu; Chen, Tianlu; Zhou, Kejun; Zhang, Zechuan; Li, Jiufeng; Sun, Beicheng; Guo, Yike; Wang, Xiaoning; Wang, Yixing; Zhang, Hua; Liu, Ping; Nicholson, Jeremy K.; Ge, Weihong; Jia, Wei
Article

Association of endopeptidases, involved in SARS-CoV-2 infection, with microbial aggravation in sputum of severe asthma

Allergy: European Journal of Allergy and Clinical Immunology, v. 76, (6), June 2021, p. 1917-1921
U-BIOPRED, Consortium; Abdel-Aziz, Mahmoud I.; Kermani, Nazanin Zounemat; Neerincx, Anne H.; Vijverberg, Susanne J.H.; Guo, Yike; Howarth, Peter; Dahlen, Sven-Erik; Djukanovic, Ratko; Sterk, Peter J.; Kraneveld, Aletta D.; Maitland-van der Zee, A.H.; Chung, Kian Fan; Adcock, Ian M.; On behalf the U-BIOPRED, Consortium
Article

COVID-19 rehabilitation with herbal medicine and cardiorespiratory exercise: Protocol for a clinical study

JMIR Research Protocols, v. 10, (5), May 2021, article number e25556
Gao, Yang; Zhong, Linda L.D.; Quach, Binh; Davies, Bruce; Ash, Garrett I.; Lin, Zhi-Xiu; Feng, Yibin; Lau, Benson W.M.; Wagner, Peter D.; Yang, Xian; Guo, Yike; Jia, Wei; Bian, Zhaoxiang; Baker, Julien S.
Article

Deep data assimilation: Integrating deep learning with data assimilation

Applied Sciences, v. 11, (3), January 2021, article number 1114
Arcucci, Rossella; Zhu, Jiangcheng; Hu, Shuang; Guo, Yike
Article

Fast data assimilation (FDA): Data assimilation by machine learning for faster optimize model state

Journal of Computational Science, v. 51, April 2021, article number 101323
Wu, Pin; Chang, Xuting; Yuan, Wenyan; Sun, Junwu; Zhang, Wenjie; Arcucci, Rossella; Guo, Yike
Article

First- or second-generation epidermal growth factor receptor tyrosine kinase inhibitors in a large, real-world cohort of patients with non-small cell lung cancer

Therapeutic Advances in Medical Oncology, v. 13, July 2021
Huang, Allen Chung-Cheng; Huang, Chi-Hsien; Ju, Jia-Shiuan; Chiu, Tzu-Hsuan; Tung, Pi-Hung; Wang, Chin-Chou; Liu, Chien-Ying; Chung, Fu-Tsai; Fang, Yueh-Fu; Guo, Yike; Kuo, Chih-Hsi Scott; Yang, Cheng-Ta
Article

Hyocholic acid species as novel biomarkers for metabolic disorders

Nature Communications, v. 12, (1), December 2021, article number 1487
Zheng, Xiaojiao; Chen, Tianlu; Zhao, Aihua; Ning, Zhangchi; Kuang, Junliang; Wang, Shouli; You, Yijun; Ma, Xiaojing; Yu, Haoyong; Zhou, Jian; Jiang, Miao; Li, Mengci; Wang, Jieyi; Ma, Xiaohui; Zhou, Shuiping; Li, Yitao; Ge, Kun; Rajani, Cynthia; Xie, Guoxiang; Hu, Cheng; Guo, Yike; Lu, Aiping; Jia, Weiping; Jia, Wei
Article

Instability of sputum molecular phenotypes in U-BIOPRED severe asthma

European Respiratory Journal, v. 57, (2), February 2021, article number 2001836
U-BIOPRED study group; Kermani, Nazanin Z.; Pavlidis, Stelios; Xie, Jiaxing; Sun, Kai; Loza, Matthew; Baribaud, Fred; Fowler, Steven J.; Shaw, Dominic E.; Fleming, Louise J.; Howarth, Peter H.; Sousa, Ana R.; Corfield, Julie; Auffray, Charles; De Meulder, Bertrand; Sterk, Peter J.; Guo, Yike; Uddin, Mohib; Djukanovic, Ratko; Adcock, Ian M.; Chung, Kian Fan
Article

Medication Adherence in Patients With Severe Asthma Prescribed Oral Corticosteroids in the U-BIOPRED Cohort

Chest, v. 160, (1), July 2021, p. 53-64
Alahmadi, Fahad H; Simpson, Andrew J.; Guo, Yike; Fowler, Stephen J.; U-BIOPRED Study Group
Article

Modeling of suppression and mitigation interventions in the COVID-19 epidemics

BMC Public Health, v. 21, (1), December 2021, article number 723
Han, Yuexing; Xie, Zeyang; Guo, Yike; Wang, Bing
Article

Multiscale convolutional and recurrent neural network for quality prediction of continuous casting slabs

Processes, v. 9, (1), January 2021, article number 33, p. 1-16
Wu, Xing; Jin, Hanlu; Ye, Xueming; Wang, Jianjia; Lei, Zuosheng; Liu, Ying; Wang, Jie; Guo, Yike
Article

Network-based visualisation reveals new insights into transposable element diversity

Molecular Systems Biology, v. 17, (6), June 2021, article number e9600
Schneider, Lisa; Guo, Yike; Birch, David; Sarkies, Peter
Article

Nonlinear modulation of COVID-19 transmission by climate conditions

Meteorological Applications, v. 28, (2), March 2021, article number e1985
Gao, Meng; Zhou, Qiming; Yang, Xian; Li, Qingxiang; Zhang, Shiqing; Yung, Ken Kin Lam; Guo, Yike
Article

Omiembed: A unified multi-task deep learning framework for multi-omics data

Cancers, v. 13, (12), June 2021, article number 3047
Zhang, Xiaoyu; Xing, Yuting; Sun, Kai; Guo, Yike
Article

Privacy preservation in federated learning: An insightful survey from the GDPR perspective

Computers and Security, v. 110, November 2021, article number 102402
Truong, Nguyen; Sun, Kai; Wang, Siyao; Guitton, Florian; Guo, Yike
Article

Sputum ACE2, TMPRSS2 and FURIN gene expression in severe neutrophilic asthma

Respiratory Research, v. 22, (1), December 2021, article number 10
U-BIOPRED, Consortium; Kermani, Nazanin Zounemat; Song, Woo Jung; Badi, Yusef; Versi, Ali; Guo, Yike; Sun, Kai; Bhavsar, Pank; Howarth, Peter; Dahlen, Sven Erik; Sterk, Peter J.; Djukanovic, Ratko; Adcock, Ian M.; Chung, Kian Fan
Article

Sputum macrophage diversity and activation in asthma: Role of severity and inflammatory phenotype

Allergy: European Journal of Allergy and Clinical Immunology, v. 76, (3), March 2021, p. 775-788
U-BIOPRED Consortium Project Team; Tiotiu, Angelica; Zounemat Kermani, Nazanin; Badi, Yusef; Pavlidis, Stelios; Hansbro, Philip M.; Guo, Yike; Chung, Kian Fan; Adcock, Ian M.
Article

Trustworthiness assessment for industrial IoT as multilayer networks with von Neumann entropy

Applied Soft Computing, v. 106, July 2021, article number 107342
Wu, Xing; Wang, Jianjia; Wang, Peng; Bian, Zhaoxiang; Huang, Tao; Guo, Yike; Fujita, Hamido
Article

Type 2-low asthma phenotypes by integration of sputum transcriptomics and serum proteomics

Allergy: European Journal of Allergy and Clinical Immunology, v. 76, (1), January 2021, p. 380-383
U-BIOPRED Project, Team; Zounemat Kermani, Nazanin; Saqi, Mansoor; Agapow, Paul; Pavlidis, Stelios; Kuo, Chihhsi; Tan, Kai Sen; Mumby, Sharon; Sun, Kai; Loza, Matthew; Baribaud, Frederic; Sousa, Ana R.; Riley, John; Wheelock, Asa M.; Wheelock, Craig E.; De Meulder, Bertrand; Schofield, Jim; Sánchez-Ovando, Stephany; Simpson, Jodie Louise; Baines, Katherine Joanne; Wark, Peter A.; Auffray, Charles; Dahlen, Sven-Erik; Sterk, Peter J.; Djukanovic, Ratko; Adcock, Ian M.; Guo, Yike; Chung, Kian Fan
Article

Variational Gaussian Process for Optimal Sensor Placement

Applications of Mathematics, v. 66, (2), April 2021, p. 287-317
Tajnafoi, Gabor; Arcucci, Rossella; Mottet, Laetitia; Vouriot, Carolanne; Molina-Solana, Miguel; Pain, Christopher; Guo, Yike
Article

Why AI still doesn’t have consciousness?

CAAI Transactions on Intelligence Technology, v. 6, (2), June 2021, p. 175-179
Li, Deyi; He, Wen; Guo, Yike
Article

XOmiVAE: an interpretable deep learning model for cancer classification using high-dimensional omics data

Briefings in Bioinformatics, v. 22, (6), November 2021, article number bbab315
Withnell, Eloise; Zhang, Xiaoyu; Sun, Kai; Guo, Yike
Article

论人工智能历史、现状与未来发展战略

人民论坛·学术前沿=Frontiers, v. 23, December 2021, p. 41-53
郭毅可
Article

BU-Trace: A Permissionless Mobile System for Privacy-Preserving Intelligent Contact Tracing

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12680 LNCS, 2021, p. 381-397
Peng, Zhe; Huang, Jinbin; Wang, Haixin; Wang, Shihao; Chu, Xiaowen; Zhang, Xinzhi; Chen, Li; Huang, Xin; Fu, Xiaoyi; Guo, Yike; Xu, Jianliang
Conference paper

Data Assimilation in the Latent Space of a Convolutional Autoencoder

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12746 LNCS, 2021, p. 373-386
Amendola, Maddalena; Arcucci, Rossella; Mottet, Laetitia; Casas, César Quilodrán; Fan, Shiwei; Pain, Christopher; Linden, Paul; Guo, Yike
Conference paper

HNECV: Heterogeneous Network Embedding via Cloud Model and Variational Inference

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 13069 LNAI, 2021, p. 747-758
Yuan, Ming; Liu, Qun; Wang, Guoyin; Guo, Yike
Conference paper

Interpretability Analysis Method Based on Path Decomposition for Cell-based Neural Architecture Search

Proceedings - 2021 7th International Conference on Big Data and Information Analytics, BigDIA 2021 / IEEE. Piscataway, NJ : IEEE, 2021, p. 9-16, article number 9619591
Liu, Zitu; Zhu, Kai; Liu, Yue; Liu, Qun; Wang, Guoyin; Guo, Yike
Conference paper

Interpretability Latent Space Method: Exploiting Shapley Representation to Explain Latent Space

Proceedings - 2021 7th International Conference on Big Data and Information Analytics, BigDIA 2021 / IEEE. Piscataway, NJ : IEEE, 2021, p. 87-92, article number 9619687
Liu, Zitu; Li, Jiawang; Liu, Yue; Liu, Qun; Wang, Guoyin; Guo, Yike
Conference paper

Joint Motion Correction and Super Resolution for Cardiac Segmentation via Latent Optimisation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12903 LNCS, September 2021, p. 14-24
Wang, Shuo; Qin, Chen; Savioli, Nicolò; Chen, Chen; O’Regan, Declan P.; Cook, Stuart; Guo, Yike; Rueckert, Daniel; Bai, Wenjia
Conference paper

Label Dependent Attention Model for Disease Risk Prediction Using Multimodal Electronic Health Records

Proceedings - IEEE International Conference on Data Mining, ICDM, v. 2021, December 2021, p. 449-458
Niu, Shuai; Yin, Qing; Song, Yunya; Guo, Yike; Yang, Xian
Conference paper

Label-dependent and event-guided interpretable disease risk prediction using EHRs

Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021 / IEEE. Piscataway, NJ : IEEE, 2021, p. 1473-1476, article number 9669675
Niu, Shuai; Song, Yunya; Yin, Qin; Guo, Yike; Yang, Xian
Conference paper

Methods and Applications of Causal Reasoning in Medical Field

Proceedings - 2021 7th International Conference on Big Data and Information Analytics, BigDIA 2021 / IEEE. Piscataway, NJ : IEEE, 2021, p. 79-86, article number 9619639
Wu, Xing; Li, Jingwen; Qian, Quan; Liu, Yue; Guo, Yike
Conference paper
2020 39

A Bayesian Updating Scheme for Pandemics: Estimating the Infection Dynamics of COVID-19

IEEE Computational Intelligence Magazine, v. 15, (4), November 2020, article number 9225220, p. 23-33
Wang, Shuo; Yang, Xian; Li, Ling; Nadler, Philip; Arcucci, Rossella; Huang, Yuan; Teng, Zhongzhao; Guo, Yike
Article

A case study on understanding energy consumption through prediction and visualization (VIMOEN)

Journal of Building Engineering, v. 30, July 2020, article number 101315
Ruiz, L.G.B.; Pegalajar, M.C.; Molina-Solana, M.; Guo, Yike
Article

A data driven methodology for social science research with left-behind children as a case study

PLoS ONE, v. 15, (11), November 2020, article number e0242483
Wu, Chao; Wang, Guolong; Hu, Simon; Liu, Yue; Mi, Hong; Zhou, Ye; Guo, Yike; Song, Tongtong
Article

A population-based phenome-wide association study of cardiac and aortic structure and function

Nature Medicine, v. 26, (10), October 2020, p. 1654-1662
Bai, Wenjia; Suzuki, Hideaki; Huang, Jian; Francis, Catherine; Wang, Shuo; Tarroni, Giacomo; Guitton, Florian; Aung, Nay; Fung, Kenneth; Petersen, Steffen E.; Piechnik, Stefan K.; Neubauer, Stefan; Evangelou, Evangelos; Dehghan, Abbas; O’Regan, Declan P.; Wilkins, Martin R.; Guo, Yike; Matthews, Paul M.; Rueckert, Daniel
Article

A Reduced Order Deep Data Assimilation model

Physica D: Nonlinear Phenomena, v. 412, November 2020, article number 132615
Casas, César Quilodrán; Arcucci, Rossella; Wu, Pin; Pain, Christopher; Guo, Yike
Article

An epidemiological modelling approach for COVID-19 via data assimilation

European Journal of Epidemiology, v. 35, (8), August 2020, p. 749-761
Nadler, Philip; Wang, Shuo; Arcucci, Rossella; Yang, Xian; Guo, Yike
Article

Asthma similarities across ProAR (Brazil) and U-BIOPRED (Europe) adult cohorts of contrasting locations, ethnicity and socioeconomic status

Respiratory Medicine, v. 161, January 2020, article number 105817
ProAR Study Group, U-BIOPRED Study Groups; Cruz, Alvaro A.; Guo, Yike; Riley, John H.; Bansal, Aruna T.; Ponte, Eduardo V.; Souza-Machado, Adelmir; Almeida, Paula C.A.; Biao-Lima, Valmar; Davis, Maggie; Bates, Stewart; Adcock, Ian M.; Sterk, Peter J.; Chung, Kian Fan
Article

Attention-based Convolutional Autoencoders for 3D-Variational Data Assimilation

Computer Methods in Applied Mechanics and Engineering, v. 372, December 2020, article number 113291
Mack, Julian; Arcucci, Rossella; Molina-Solana, Miguel; Guo, Yike
Article

Collaborative Defense with Multiple USVs and UAVs Based on Swarm Intelligence

Journal of Shanghai Jiaotong University (Science), v. 25, (1), February 2020, p. 51-56
Wu, Xing; Liu, Yuan; Xie, Shaorong; Guo, Yike
Article

Consolidation treatment of durvalumab after chemoradiation in real-world patients with stage III unresectable non-small cell lung cancer

Thoracic Cancer, v. 11, (6), June 2020, p. 1541-1549
Chu, Chia-Hsun; Chiu, Tzu-Hsuan; Wang, Chin-Chou; Chang, Wen-Chen; Huang, Allen Chung-Cheng.; Liu, Chien-Ying; Wang, Chih-Liang; Ko, Ho-Wen; Chung, Fu-Tsai; Hsu, Ping-Chih; Guo, Yike; Kuo, Chih-Hsi S.; Yang, Cheng-Ta
Article

Crucial role for lung iron level and regulation in the pathogenesis and severity of asthma

European Respiratory Journal, v. 55, (4), April 2020, article number 1901340
Ali, Md. Khadem; Guo, Yike; Horvat, Jay C.
Article

Data-driven reduced order model with temporal convolutional neural network

Computer Methods in Applied Mechanics and Engineering, v. 360, March 2020, article number 112766
Wu, Pin; Sun, Junwu; Chang, Xuting; Zhang, Wenjie; Arcucci, Rossella; Guo, Yike; Pain, Christopher C.
Article

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SIMGAN: Photo-Realistic Semantic Image Manipulation Using Generative Adversarial Networks

Proceedings - International Conference on Image Processing, ICIP, v. 2019, September 2019, article number 8804285, p. 734-738
Yu, Simiao; Dong, Hao; Liang, Felix; Mo, Yuanhan; Wu, Chao; Guo, Yike
Conference paper

The collaborative strategy of multiple USVs with deep reinforcement learning method

Frontiers in Artificial Intelligence and Applications, v. 318, August 2019, p. 159-175
Wu, Xing; Zhong, Mingyu; Feng, Guofei; Xie, Shaorong; Guo, Yike
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Transfer learning from partial annotations for whole brain segmentation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11795 LNCS, 2019, p. 199-206
Dai, Chengliang; Mo, Yuanhan; Angelini, Elsa; Guo, Yike; Bai, Wenjia
Conference paper

UMDISW: A Universal Multi-Domain Intelligent Scientific Workflow Framework for the Whole Life Cycle of Scientific Data

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11459 LNCS, 2019, p. 159-171
Sun, Qi; Liu, Yue; Tian, Wenjie; Guo, Yike; Li, Bocheng
Conference paper

Unsupervised Annotation of Phenotypic Abnormalities via Semantic Latent Representations on Electronic Health Records

Proceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019 / IEEE. Piscataway, NJ : IEEE, 2019, p. 598-603, Article number 8983253
Zhang, Jingqing; Zhang, Xiaoyu; Sun, Kai; Yang, Xian; Dai, Chengliang; Guo, Yike
Conference paper
2018 34

A computational framework for complex disease stratification from multiple large-scale datasets

BMC Systems Biology, v. 12, (1), May 2018, article number 60
The U-BIOPRED Study Group and the eTRIKS Consortium; de Meulder, Bertrand; Guo, Yike; Auffray, Charles
Article

A novel community detection algorithm based on simplification of complex networks

Knowledge-Based Systems, v. 143, 1 March 2018, p. 58-64
Bai, Liang; Liang, Jiye; Du, Hangyuan; Guo, Yike
Article

A visual attention-based keyword extraction for document classification

Multimedia Tools and Applications, v. 77, (19), October 2018, p. 25355-25367
Wu, Xing; Du, Zhikang; Guo, Yike
Article

An Ensemble Clusterer of Multiple Fuzzy k-Means Clusterings to Recognize Arbitrarily Shaped Clusters

IEEE Transactions on Fuzzy Systems, v. 26, (6), December 2018, article number 8357936, p. 3524-3533
Bai, Liang; Liang, Jiye; Guo, Yike
Article

Crowdsourcing with online quantitative design analysis

Advanced Engineering Informatics, v. 38, October 2018, p. 242-251
Birch, David; Simondetti, Alvise; Guo, Yike
Article

DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction

IEEE Transactions on Medical Imaging, v. 37, (6), June 2018, article number 8233175, p. 1310-1321
Yang, Guang; Yu, Simiao; Dong, Hao; Slabaugh, Greg; Dragotti, Pier Luigi; Ye, Xujiong; Liu, Fangde; Arridge, Simon; Keegan, Jennifer; Guo, Yike; Firmin, David
Article

Deep unfolded IRLS-ADMM network for classification and sparse feature selection

International Journal of Machine Learning and Computing, v. 8, (3), June 2018, p. 241-251
Yang, Xian; Guo, Yike
Article

Dropping activation outputs with localized first-layer deep network for enhancing user privacy and data security

IEEE Transactions on Information Forensics and Security, v. 13, (3), March 2018, article number 8070331, p. 662-670
Dong, Hao; Wu, Chao; Wei, Zhen; Guo, Yike
Article

Effective variational data assimilation in air-pollution prediction

Big Data Mining and Analytics, v. 1, (4), December 2018, p. 297-307
Arcucci, Rossella; Pain, Christopher; Guo, Yike
Article

Impact of prolonged and early bevacizumab treatment on the overall survival of EGFR-mutant and EGFR-wild type nonsquamous non-small cell lung cancer

Thoracic Cancer, v. 9, (12), December 2018, p. 1648-1655
Huang, Yu-Chen; Shen, Shih-Min; Liu, Chien-Ying; Pavlidis, Stelios; Wang, Chih-Liang; Ko, How-Wen; Chung, Fu-Tsai; Lin, Tin-Yu; Feng, Po-Hao; Lee, Kang-Yun; Guo, Yike; Yang, Cheng-Ta; Kuo, Chih-Hsi Scott
Article

Lipid phenotyping of lung epithelial lining fluid in healthy human volunteers

Metabolomics, v. 14, (10), October 2018, article number 123
The U-BIOPRED Study Group; Brandsma, Joost; Goss, Victoria M.; Yang, Xian; Bakke, Per S.; Caruso, Massimo; Chanez, Pascal; Dahlén, Sven-Erik; Fowler, Stephen J.; Horvath, Ildiko; Krug, Norbert; Montuschi, Paolo; Sanak, Marek; Sandström, Thomas; Shaw, Dominick E.; Chung, Kian Fan; Singer, Florian; Fleming, Louise J.; Sousa, Ana R.; Pandis, Ioannis; Bansal, Aruna T.; Sterk, Peter J.; Djukanović, Ratko; Postle, Anthony D.; Guo, Yike
Article

Mixed Neural Network Approach for Temporal Sleep Stage Classification

IEEE Transactions on Neural Systems and Rehabilitation Engineering, v. 26, (2), February 2018, article number 7995122, p. 324-333
Dong, Hao; Supratak, Akara; Pan, Wei; Wu, Chao; Matthews, Paul M.; Guo, Yike
Article

Model identification of reduced order fluid dynamics systems using deep learning

International Journal for Numerical Methods in Fluids, v. 86, (4), February 2018, p. 255-268
Wang, Z.; Xiao, D.; Fang, F.; Govindan, R.; Pain, C.C.; Guo, Yike
Article

Pathway discovery using transcriptomic profiles in adult-onset severe asthma

Journal of Allergy and Clinical Immunology, v. 141, (4), April 2018, p. 1280-1290
U-BIOPRED Study Group; Hekking, Pieter-Paul; Guo, Yike; Sterk, Peter J.
Article

Remote monitoring in the home validates clinical gait measures for multiple sclerosis

Frontiers in Neurology, v. 9, July 2018, article number 561
Supratak, Akara; Datta, Gourab; Gafson, Arie R.; Nicholas, Richard; Guo, Yike; Matthews, Paul M.
Article

Sputum proteomics and airway cell transcripts of current and ex-smokers with severe asthma in U-BIOPRED: An exploratory analysis

European Respiratory Journal, v. 51, (5), May 2018, article number 1702173
U-BIOPRED study group; Takahashi, Kentaro; Guo, Yike; Chung, Kian Fan
Article

Sputum transcriptomics reveal upregulation of IL-1 receptor family members in patients with severe asthma

Journal of Allergy and Clinical Immunology, v. 141, (2), February 2018, p. 560-570
U-BIOPRED Consortia Project Team; Rossios, C.; Pavlidis, S.; Hoda, U.; Kuo, C.-H.; Wiegman, C.; Russell, K.; Sun, K.; Loza, M.J.; Baribaud, F.; Durham, A.L.; Ojo, O.; Lutter, R.; Rowe, A.; Bansal, A.; Auffray, C.; Sousa, A.; Corfield, J.; Djukanovic, R.; Guo, Yike; Sterk, P.J.; Chung, K.F.; Adcock, I.M.
Article

TGF-β Signaling Pathways in Different Compartments of the Lower Airways of Patients With Stable COPD

Chest, v. 153, (4), April 2018, p. 851-862
Di Stefano, Antonino; Sangiorgi, Claudia; Gnemmi, Isabella; Casolari, Paolo; Brun, Paola; Ricciardolo, Fabio L.M.; Contoli, Marco; Papi, Alberto; Maniscalco, Pio; Ruggeri, Paolo; Girbino, Giuseppe; Cappello, Francesco; Pavlides, Stelios; Guo, Yike; Chung, Kian Fan; Barnes, Peter J.; Adcock, Ian M.; Balbi, Bruno; Caramori, Gaetano
Article

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Royal Society Open Science, v. 5, (8), August 2018, article number 180298
McGinn, D.; McIlwraith, D.; Guo, Yike
Article

Unique immune gene expression patterns in bronchoalveolar lavage and tumor adjacent non-neoplastic lung tissue in non-small cell lung cancer

Frontiers in Immunology, v. 9, (FEB), February 2018, article number 232
Kuo, Chih-Hsi Scott; Liu, Chien-Ying; Pavlidis, Stelios; Lo, Yu-Lun; Wang, Yen-Wen; Chen, Chih-Hung; Ko, How-Wen; Chung, Fu-Tsai; Lin, Tin-Yu; Wang, Tsai-Yu; Lee, Kang-Yun; Guo, Yike; Wang, Tzu-Hao; Yang, Cheng-Ta
Article

Using support vector machine on EEG for advertisement impact assessment

Frontiers in Neuroscience, v. 12, (MAR), March 2018, article number 76
Wei, Zhen; Wu, Chao; Wang, Xiaoyi; Supratak, Akara; Wang, Pan; Guo, Yike
Article

Visualizing large knowledge graphs: A performance analysis

Future Generation Computer Systems, v. 89, December 2018, p. 224-238
Gómez-Romero, Juan; Molina-Solana, Miguel; Oehmichen, Axel; Guo, Yike
Article

正态云模型研究回顾与展望

计算机学报=Chinese Journal of Computers, v. 41, (3), March 2018, p. 724-744
杨洁; 王国胤; 刘群; 郭毅可; 刘悦; 淦文燕; 刘玉超
Article

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Proceedings - International Conference on Distributed Computing Systems, v. 2018-July, 2018, p. 1553-1556
Oehmichen, Axel; Guitton, Florian; Agapow, Paul; Emam, Ibrahim; Guo, Yike
Conference paper

Attacking strategy of multiple unmanned surface vehicles based on DAMGWO algorithm

Lecture Notes in Business Information Processing, v. 333, September 2018, p. 135-145
Pu, Juan; Wu, Xing; Guo, Yike; Xie, Shaorong; Pu, Huayan; Peng, Yan
Conference paper

Deep sequence learning with auxiliary information for traffic prediction

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, KDD '18 / Association for Computing Machinery. New York : Association for Computing Machinery, 2018, p. 537-546
Liao, Binbing; McIlwraith, Douglas; Zhang, Jingqing; Chen, Tong; Wu, Chao; Yang, Shengwen; Guo, Yike; Wu, Fei
Conference paper

Dest-resnet: A deep spatiotemporal residual network for hotspot traffic speed prediction

MM '18: Proceedings of the 26th ACM international conference on Multimedia / Association for Computing Machinery. New York : Association for Computing Machinery, 2018, p. 1883-1891
Liao, Binbing; Zhang, Jingqing; Cai, Ming; Tang, Siliang; Gao, Yifan; Wu, Chao; Yang, Shengwen; Zhu, Wenwu; Guo, Yike; Wu, Fei
Conference paper

Enhancing feature correlation for bi-modal group emotion recognition

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11165 LNCS, September 2018, p. 24-34
Liu, Ningjie; Fang, Yuchun; Guo, Yike
Conference paper

I2T2I: Learning text to image synthesis with textual data augmentation

Proceedings - International Conference on Image Processing, ICIP, v. 2017-September, February 2018, article number 8296635, p. 2015-2019
Dong, Hao; Zhang, Jingqing; McIlwraith, Douglas; Guo, Yike
Conference paper

Multiple feature fusion for automatic emotion recognition using EEG signals

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2018-April, September 2018, article number 8462518, p. 896-900
Liu, Ningjie; Fang, Yuchun; Li, Ling; Hou, Limin; Yang, Fenglei; Guo, Yike
Conference paper

Real-time Quality Prediction of Casting Billet Based on Random Forest Algorithm

Proceedings of the 2018 IEEE International Conference on Progress in Informatics and Computing, PIC 2018 / IEEE. Piscataway, NJ : IEEE, 2018, p. 140-143, Article number 8706306
Ye, Xueming; Wu, Xu; Guo, Yike
Conference paper

Text-to-image synthesis via visual-memory creative adversarial network

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11166 LNCS, September 2018, p. 417-427
Zhang, Shengyu; Dong, Hao; Hu, Wei; Guo, Yike; Wu, Chao; Xie, Di; Wu, Fei
Conference paper

The Deep Poincaré Map: A Novel Approach for Left Ventricle Segmentation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11073 LNCS, September 2018, p. 561-568
Mo, Yuanhan; Liu, Fangde; McIlwraith, Douglas; Yang, Guang; Zhang, Jingqing; He, Taigang; Guo, Yike
Conference paper

The multiple unmanned surface vehicles cooperative defense based on PM-PSO and GA-PSO in the sophisticated sea environment

Frontiers in Artificial Intelligence and Applications, v. 303, September 2018, p. 801-809
Liu, Yuan; Wu, Xing; Guo, Yike; Xie, Shaorong; Pu, Huayan; Peng, Yan
Conference paper
2017 23

A disease risk model for health data

Journal of Medical Imaging and Health Informatics, v. 7, (3), June 2017, p. 536-541
Xie, Jiang; Liu, Yan; Zhou, Zhonghua; Wang, Ruyi; Kong, Yanyan; Guo, Yike; Zhang, Wu
Article

A Transcriptome-driven Analysis of Epithelial Brushings and Bronchial Biopsies to Define Asthma Phenotypes in U-BIOPRED

American Journal of Respiratory and Critical Care Medicine, v. 195, (4), February 2017, p. 443-455
U-BIOPRED Project Team; Kuo, Chih-Hsi Scott; Guo, Yike; Chung, Kian Fan
Article

A visual analytics approach for station-based air quality data

Sensors, v. 17, (1), January 2017, article number 30
Du, Yi; Ma, Cuixia; Wu, Chao; Xu, Xiaowei; Guo, Yike; Zhou, Yuanchun; Li, Jianhui
Article

DeepSleepNet: A model for automatic sleep stage scoring based on raw single-channel EEG

IEEE Transactions on Neural Systems and Rehabilitation Engineering, v. 25, (11), November 2017, article number 7961240, p. 1998-2008
Supratak, Akara; Dong, Hao; Wu, Chao; Guo, Yike
Article

Discover semantic topics in patents within a specific domain

Journal of Web Engineering, v. 16, (7-8), December 2017, p. 653-675
Ma, Wen; Luo, Xiangfeng; Xuan, Junyu; Xue, Ruirong; Guo, Yike
Article

Fast density clustering strategies based on the k-means algorithm

Pattern Recognition, v. 71, November 2017, p. 375-386
Bai, Liang; Cheng, Xueqi; Liang, Jiye; Shen, Huawei; Guo, Yike
Article

Fast graph clustering with a new description model for community detection

Information Sciences, v. 388-389, May 2017, p. 37-47
Bai, Liang; Cheng, Xueqi; Liang, Jiye; Guo, Yike
Article

Improving data exploration in graphs with fuzzy logic and large-scale visualisation

Applied Soft Computing Journal, v. 53, April 2017, p. 227-235
Molina-Solana, Miguel; Birch, David; Guo, Yike
Article

Inferring functional connectivity in fMRI using minimum partial correlation

International Journal of Automation and Computing, v. 14, (4), August 2017, p. 371-385
Nie, Lei; Yang, Xian; Matthews, Paul M.; Xu, Zhi-Wei; Guo, Yike
Article

Small bowel motility assessment based on fully convolutional networks and long short-term memory

Knowledge-Based Systems, v. 121, April 2017, p. 163-172
Pei, Mengqi; Wu, Xing; Guo, Yike; Fujita, Hamido
Article

Sparse Bayesian classification and feature selection for biological expression data with high correlations

PLoS ONE, v. 12, (12), December 2017, article number e0189541
Yang, Xian; Pan, Wei; Guo, Yike
Article

T-helper cell type 2 (Th2) and non-Th2 molecular phenotypes of asthma using sputum transcriptomics in U-BIOPRED

European Respiratory Journal, v. 49, (2), February 2017, article number 1602135
U-BIOPRED Study Group; Kuo, Chih-Hsi Scott; Pavlidis, Stelios; Loza, Matthew; Baribaud, Fred; Rowe, Anthony; Pandis, Iaonnis; Sousa, Ana; Corfield, Julie; Djukanovic, Ratko; Lutter, Rene; Sterk, Peter J.; Auffray, Charles; Guo, Yike; Adcock, Ian M.; Chung, Kian Fan
Article

Transcriptomic gene signatures associated with persistent airflow limitation in patients with severe asthma

European Respiratory Journal, v. 50, (3), September 2017, article number 1602298
U-BIOPRED Study Group; Hekking, Pieter-Paul; Guo, Yike; Sterk, Peter J.
Article

tranSMART-XNAT Connector tranSMART-XNAT connector - Image selection based on clinical phenotypes and genetic profiles

Bioinformatics, v. 33, (5), March 2017, p. 787-788
He, Sijin; Yong, May; Matthews, Paul M.; Guo, Yike
Article

U-BIOPRED clinical adult asthma clusters linked to a subset of sputum omics

Journal of Allergy and Clinical Immunology, v. 139, (6), June 2017, p. 1797-1807
U-BIOPRED Study Group; Lefaudeux, Diane; Guo, Yike; Chung, Kian Fan
Article

Automatic brain tumor detection and segmentation using U-net based fully convolutional networks

Communications in Computer and Information Science, v. 723, June 2017, p. 506-517
Dong, Hao; Yang, Guang; Liu, Fangde; Mo, Yuanhan; Guo, Yike
Conference paper

ETRIKS analytical environment: A modular high performance framework for medical data analysis

Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017, v. 2018-January, December 2017, article number 8257945, p. 353-360
Oehmichen, Axel; Guitton, Florian; Sun, Kai; Grizet, Jean; Heinis, Thomas; Guo, Yike
Conference paper

Exploratory analysis of big social data using MIC/MINE statistics

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10540 LNCS, September 2017, p. 513-526
Lertvittayakumjorn, Piyawat; Wu, Chao; Liu, Yue; Mi, Hong; Guo, Yike
Conference paper

Semantic Image Synthesis via Adversarial Learning

Proceedings of the IEEE International Conference on Computer Vision, v. 2017-October, December 2017, article number 8237870, p. 5707-5715
Dong, Hao; Yu, Simiao; Wu, Chao; Guo, Yike
Conference paper

TensorLayer: A versatile library for efficient deep learning development

MM 2017 - Proceedings of the 2017 ACM Multimedia Conference / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2017, p. 1201-1204
Dong, Hao; Supratak, Akara; Mai, Luo; Liu, Fangde; Oehmichen, Axel; Yu, Simiao; Guo, Yike
Conference paper

The combat of unmanned surface vehicles based on wolves attack

Frontiers in Artificial Intelligence and Applications, v. 297, September 2017, p. 794-805
Pu, Juan; Wu, Xing; Guo, Yike; Xie, Shaorong; Pu, Huayan; Peng, Yan
Conference paper

The cooperative defense strategy by multi-USVs

Frontiers in Artificial Intelligence and Applications, v. 297, September 2017, p. 806-814
Liu, Yuan; Wu, Xing; Guo, Yike; Xie, Shaorong; Pu, Huayan; Peng, Yan
Conference paper

The cooperative defense system by team of USVs in complicated sea environment

Frontiers in Artificial Intelligence and Applications, v. 297, September 2017, p. 815-823
Wu, Xing; Liu, Yuan; Guo, Yike; Xie, Shaorong; Pu, Huayan; Peng, Yan
Conference paper
2016 17

A Coarse-Grained Reconfigurable Architecture for Compute-Intensive MapReduce Acceleration

IEEE Computer Architecture Letters, v. 15, (2), July-December 2016, article number 7163277, p. 69-72
Liang, Shuang; Yin, Shouyi; Liu, Leibo; Guo, Yike; Wei, Shaojun
Article

Automatic Sleep Stage Scoring Using Time-Frequency Analysis and Stacked Sparse Autoencoders

Annals of Biomedical Engineering, v. 44, (5), May 2016, p. 1587-1597
Tsinalis, Orestis; Matthews, Paul M.; Guo, Yike
Article

CGDM: Collaborative genomic data model for molecular profiling data using NoSQL

Bioinformatics, v. 32, (23), December 2016, p. 3654-3660
Wang, Shicai; Mares, Mihaela A.; Guo, Yike
Article

Enabling virtual sensing as a service

Informatics, v. 3, (2), March 2016, article number 3
Li, Yang; Pandis, Ioannis; Guo, Yike
Article

Inferring Individual-Level Variations in the Functional Parcellation of the Cerebral Cortex

IEEE Transactions on Biomedical Engineering, v. 63, (12), December 2016, article number 7473923, p. 2505-2517
Nie, Lei; Matthews, Paul M.; Guo, Yike
Article

Making sense of big data in health research: Towards an EU action plan

Genome Medicine, v. 8, (1), June 2016, article number 71
Auffray, Charles; Balling, Rudi; Guo, Yike; Zanetti, Gianluigi
Article

Severe asthma exists despite suppressed tissue inflammation: findings of the U-BIOPRED study

European Respiratory Journal, v. 48, (5), November 2016, p. 1307-1319
U-BIOPRED Study Group; Wilson, Susan J.; Guo, Yike; Howarth, Peter H.
Article

Visualizing Dynamic Bitcoin Transaction Patterns

Big Data, v. 4, (2), June 2016, p. 109-119
McGinn, Dan; Birch, David; Akroyd, David; Molina-Solana, Miguel; Guo, Yike; Knottenbelt, William J.
Article

Wiki-Health: From Quantified Self to Self-Understanding

Future Generation Computer Systems, v. 56, March 2016, p. 333-359
Li, Yang; Guo, Yike
Article

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中国科学院院刊=Bulletin of Chinese Academy of Sciences, v. 6, June 2016, p. 599-607
郭毅可; 潘为; 于思淼; 吴超; 王世才
Article

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上海大学学报(自然科学版)=Journal of Shanghai University(Natural Science Edition), v. 1, February 2016, p. 17-27
郭毅可; 杨氙
Article

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上海大学学报(自然科学版)=Journal of Shanghai University(Natural Science Edition), v. 1, February 2016, p. 1-2
郭毅可
Article

Survey on Feature Extraction and Applications of Biosignals

Machine Learning for Health Informatics: State-of-the-Art and Future Challenges / Edited by Andreas Holzinger. Cham, Switzerland : Springer, 2016, p. 161-182, Book series: Lecture Notes in Computer Science, v. 9605
Supratak, Akara; Wu, Chao; Dong, Hao; Sun, Kai; Guo, Yike
Book chapter

A new soft material based in-the-ear EEG recording technique

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, v. 2016-October, October 2016, article number 7592023, p. 5709-5712
Dong, Hao; Matthews, Paul M.; Guo, Yike
Conference paper

Generating computational taxonomy for business models of the digital economy

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9645, April 2016, p. 126-133
Wu, Chao; Cai, Yi; Zhao, Mei; Huang, Songping; Guo, Yike
Conference paper

Parameter estimation for gene regulatory networks: A two-stage MCMC Bayesian approach

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, v. 2016-October, October 2016, article number 7590988, p. 1476-1479
Xue, Niannan; Pan, Wei; Guo, Yike
Conference paper

Resampling-based variable selection with lasso for p >> n and partially linear models

Proceedings - 2015 IEEE 14th International Conference on Machine Learning and Applications, ICMLA 2015 / IEEE. Piscataway, NJ : IEEE, 2015, p. 1076-1082, article number 7424463
Mares, Mihaela A.; Guo, Yike
Conference paper
2015 10

Clinical and inflammatory characteristics of the European U-BIOPRED adult severe asthma cohort

European Respiratory Journal, v. 46, (5), November 2015, p. 1308-1321
U-BIOPRED Study Group; Shaw, Dominick E.; Guo, Yike; Chung, Kian Fan
Article

Fast traffic sign recognition with a rotation invariant binary pattern based feature

Sensors, v. 15, (1), January 2015, p. 2161-2180
Yin, Shouyi; Ouyang, Peng; Liu, Leibo; Guo, Yike; Wei, Shaojun
Article

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计算机科学与探索=Journal of Frontiers of Computer Science and Technology, v. 10, September 2014, p. 1195-1208
吴超; 李骏翔; Silva, Dilshan; Birch, David; Tsinalis, Orestis; 李漾; 严舒琳; 马娅婕; 郭毅可
Article

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中国高教研究=China Higher Education Research, v. 6, June 2015, p. 12-16
郭方中; 郭毅可
Article

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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9250, August 2015, p. 1-459
Guo, Yike; Friston, Karl; Faisal, Aldo; Hill, Sean; Peng, Hanchuan
Conference paper

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Proceedings -Design, Automation and Test in Europe, DATE, v. 2015-April, April 2015, article number 7092380, p. 187-192
Yin, Shouyi; Li, Jiakun; Liu, Leibo; Wei, Shaojun; Guo, Yike
Conference paper

Joint affine transformation and loop pipelining for mapping nested loop on CGRAs

Proceedings -Design, Automation and Test in Europe, DATE, v. 2015-April, April 2015 , article number 7092368, p. 115-120
Yin, Shouyi; Liu, Dajiang; Liu, Leibo; Wei, Shaojun; Guo, Yike
Conference paper

Minimum partial correlation: An accurate and parameter-free measure of functional connectivity in fMRI

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9250, August 2015, p. 125-134
Nie, Lei; Yang, Xian; Matthews, Paul M.; Xu, Zhiwei; Guo, Yike
Conference paper

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Proceedings - 2015 IEEE 35th International Conference on Distributed Computing Systems Workshops, ICDCSW 2015 / IEEE. Piscataway, NJ : IEEE, 2015, p. 148-154
Wang, Shicai; Mares, Mihaela A.; Guo, Yike
Conference paper

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International IEEE/EMBS Conference on Neural Engineering, NER, v. 2015-July, July 2015, article number 7146814, p. 1076-1079
Yang, Xian; Nie, Lei; Matthews, Paul M.; Tomassini, Valentina; Xu, Zhiwei; Guo, Yike
Conference paper
2014 22

An iterative parameter estimation method for biological systems and its parallel implementation

Concurrency and Computation: Practice and Experience, v. 26, (6), April 2014, p. 1249-1267
Yang, Xian; Guo, Yike; Guo, Li
Article

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Journal of Supercomputing, v. 70, (1), October 2014, p. 408-464
Yang, Xiaoyu; Wallom, David; Waddington, Simon; Wang, Jianwu; Shaon, Arif; Matthews, Brian; Wilson, Michael; Guo, Yike; Guo, Li; Blower, Jon D.; Vasilakos, Athanasios V.; Liu, Kecheng; Kershaw, Philip
Article

Concinnity: A Generic Platform for Big Sensor Data Applications

IEEE Cloud Computing, v. 1, (2), July 2014, p. 42-50
Wu, Chao; Birch, David; Silva, Dilshan; Lee, Chun-Hsiang; Tsinalis, Orestis; Guo, Yike
Article

DSIMBench: A benchmark for microarray data using R

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8807, November 2014, p. 47-56
Wang, Shicai; Pandis, Ioannis; Emam, Ibrahim; Johnson, David; Guitton, Florian; Oehmichen, Alex; Guo, Yike
Article

Enabling cost-aware and adaptive elasticity of multi-tier cloud applications

Future Generation Computer Systems, v. 32, (1), March 2014, p. 82-98
Han, Rui; Ghanem, Moustafa M.; Guo, Li; Guo, Yike; Osmond, Michelle
Article

Inferring cell-scale signalling networks via compressive sensing

PLoS ONE, v. 9, (4), April 2014, article number e95326
Nie, Lei; Yang, Xian; Adcock, Ian; Xu, Zhiwei; Guo, Yike
Article

Linear Dynamic Sparse Modelling for functional MR imaging

Brain Informatics, v. 1, (1-4), December 2014, p. 11-18
Yan, Shulin; Nie, Lei; Wu, Chao; Guo, Yike
Article

Optimising parallel R correlation matrix calculations on gene expression data using MapReduce

BMC Bioinformatics, v. 15, (1), November 2014, article number 351
Wang, Shicai; Pandis, Ioannis; Johnson, David; Emam, Ibrahim; Guitton, Florian; Oehmichen, Axel; Guo, Yike
Article

Parallel clustering algorithm for large-scale biological data sets

PLoS ONE, v. 9, (4), April 2014, article number e91315
Wang, Minchao; Zhang, Wu; Ding, Wang; Dai, Dongbo; Zhang, Huiran; Xie, Hao; Chen, Luonan; Guo, Yike; Xie, Jiang
Article

Elastic application container system: Elastic web applications provisioning

Handbook of Research on Demand-Driven Web Services: Theory, Technologies, and Applications / Edited by Zhaohao Sun and John Yearwood. Hershey, USA : IGI Global, 2014, p. 376-398, Ch. 18
He, Sijin; Guo, Li; Guo, Yike
Book chapter

Elastic application container system: Elastic web applications provisioning

Cloud Technology: Concepts, Methodologies, Tools, and Applications, vol. 2 / Information Resources Management Association (USA). Hershey, USA : IGI Global, 2014, p. 920-942, Ch. 43
He, Sijin; Guo, Li; Guo, Yike
Book chapter

Wiki-health: A big data platform for health sensor data management

Cloud Computing Applications for Quality Health Care Delivery / Edited by Anastasius Moumtzoglou and Anastasia N. Kastania. Hershey, USA : IGI Gobal, 2014, p. 59-77, Ch. 4
Li, Yang; Wu, Chao; Guo, Li; Lee, Chun-Hsiang; Guo, Yike
Book chapter

Balancing the stability and predictive performance for multivariate voxel selection in fMRI study

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8609 LNAI, August 2014, p. 90-99
Yan, Shulin; Yang, Xian; Wu, Chao; Zheng, Zhiyun; Guo, Yike
Conference paper

BigData oriented open scalable relational data model

Proceedings - 2014 IEEE International Congress on Big Data, BigData Congress 2014 / IEEE. Piscataway, NJ : IEEE, 2014, p. 398-405, Article number 6906808
Zheng, Zhiyun; Du, Zheng; Li, Lun; Guo, Yike
Conference paper

Building a cloud-based platform for personal health sensor data management

2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014 / IEEE. Piscataway, NJ : IEEE, 2014, p. 223-226, Article number 6864344
Li, Yang; Guo, Li; Wu, Chao; Lee, Chun-Hsiang; Guo, Yike
Conference paper

Creating a chemistry of sciences with big data: Building the data science institute at Imperial College London

BigDataScience '14: Proceedings of the 2014 International Conference on Big Data Science and Computing / Association for Computing Machinery. New York : Association for Computing Machinery, 2014, p. 1-7, article number 13
Guo, Yike; Johnson, David
Conference paper

Enabling health monitoring as a service in the cloud

Proceedings - 2014 IEEE/ACM 7th International Conference on Utility and Cloud Computing, UCC 2014 / IEEE. Piscataway, NJ : IEEE, 2014, p. 127-136, Article number 7027488
Li, Yang; Guo, Li; Guo, Yike
Conference paper

Enabling performance as a service for a cloud storage system

IEEE International Conference on Cloud Computing, CLOUD, v. 2014, December 2014, article number 6973786, p. 554-561
Li, Yang; Guo, Li; Supratak, Akara; Guo, Yike
Conference paper

Feature extraction with stacked autoencoders for epileptic seizure detection

2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014 / IEEE. Piscataway, NJ : IEEE, 2014, p. 4184-4187, Article number 6944546
Supratak, Akara; Li, Ling; Guo, Yike
Conference paper

High dimensional biological data retrieval optimization with NoSQL technology

BMC Genomics, v. 15, (8), November 2014, article number S3
Wang, Shicai; Pandis, Ioannis; Wu, Chao; He, Sijin; Johnson, David; Emam, Ibrahim; Guitton, Florian; Guo, Yike
Conference paper

Integration of sparse Bayesian learning and random subspace for fMRI Multivariate Pattern Analysis

2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014 / IEEE. Piscataway, NJ : IEEE, 2014, p. 1035-1038
Yan, Shulin; Yang, Xian; Wu, Chao; Guo, Yike
Conference paper

Sensor deployment in Bayesian compressive sensing based environmental monitoring

Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST, v. 131, December 2014, p. 37-51
Wu, Chao; Wu, Di; Yan, Shulin; Guo, Yike
Conference paper
2013 14

Biocloud: Cloud computing for biological, genomics, and drug design

BioMed Research International, v. 2013, October 2013, article number 909470
Hsu, Ching-Hsien; Lin, Chun-Yuan; Ouyang, Ming; Guo, Yike
Article

Elastic information management for air pollution monitoring in large-scale M2M sensor networks

International Journal of Distributed Sensor Networks, v. 2013, December 2013, article number 251374
Ma, Yajie; Guo, Yike; Silva, Dilshan; Tsinalis, Orestis; Wu, Chao
Article

Obesity-associated severe asthma represents a distinct clinical phenotype analysis of the british thoracic society diffi cult asthma registry patient cohort according to bmi

Chest, v. 143, (2), February 2013, p. 406-414
Gibeon, David; Batuwita, Kannangara; Osmond, Michelle; Heaney, Liam G.; Brightling, Chris E.; Niven, Rob; Mansur, Adel; Chaudhuri, Rekha; Bucknall, Christine E.; Rowe, Anthony; Guo, Yike; Bhavsar, Pankaj K.; Chung, Kian Fan; Menzies-Gow, Andrew
Article

Techniques to aid the implementation of novel clinical information systems: A systematic review

International Journal of Surgery, v. 11, (9), November 2013, p. 783-791
iHealth Project Team; Kelay, Tanika; Kesavan, Sujatha; Collins, Ruth E.; Kyaw-Tun, Jimmy; Cox, Benita; Bello, Fernando; Kneebone, Roger L.; Sevdalis, Nick; Kitney, R.I.; Dickinson, R.J.; Guo, Yike
Article

中国云计算产业结构和商业模式

上海大学学报(自然科学版)=Journal of Shanghai University(Natural Science Edition), v. 1, February 2013, p. 26-30
周文; 井明洋; 吴辰康; 徐怡秋; 马雯; 郭毅可
Article

云计算中的弹性算法:概要和展望

上海大学学报(自然科学版)=Journal of Shanghai University(Natural Science Edition), v. 1, February 2013, p. 1-4
郭毅可; 韩锐
Article

Computational infrastructures for data and knowledge management in systems biology

Systems Biology: Integrative Biology and Simulation Tools / Edited by Aleš Prokop • Béla Csukás. Dordrecht : Springer, 2013, p. 377-397, Ch. 13
Georgatos, Fotis; Ballereau, Stéphane; Pellet, Johann; Ghanem, Moustafa; Price, Nathan; Hood, Leroy; Guo, Yike; Boutigny, Dominique; Auffray, Charles; Balling, Rudi; Schneider, Reinhard
Book chapter

An approximation approach to measurement design in the reconstruction of functional MRI sequences

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8211 LNAI, October 2013, p. 115-125
Yan, Shulin; Nie, Lei; Wu, Chao; Guo, Yike
Conference paper

An Efficient and Performance-Aware Big Data Storage System

Communications in Computer and Information Science, v. 367 CCIS, 2013, p. 102-116
Li, Yang; Guo, Li; Guo, Yike
Conference paper

Building a generic platform for big sensor data application

Proceedings - 2013 IEEE International Conference on Big Data, Big Data 2013 / IEEE. Piscataway, NJ : IEEE, 2013, p. 94-102, Article number 6691559
Lee, Chun-Hsiang; Birch, David; Wu, Chao; Silva, Dilshan; Tsinalis, Orestis; Li, Yang; Yan, Shulin; Ghanem, Moustafa; Guo, Yike
Conference paper

Cloud resource monitoring for intrusion detection

Proceedings of 2013 IEEE International Conference on Cloud Computing Technology and Science CloudCom 2013, vol. 2 / IEEE. Piscataway, NJ : IEEE, 2013, p. 281-284, Article number 6735436
He, Sijin; Ghanem, Moustafa; Guo, Li; Guo, Yike
Conference paper

Elastic algorithms for guaranteeing quality monotonicity in big data mining

Proceedings - 2013 IEEE International Conference on Big Data, Big Data 2013 / IEEE. Piscataway, NJ : IEEE, 2013, p. 45-50, Article number 6691553
Han, Rui; Nie, Lei; Ghanem, Moustafa M.; Guo, Yike
Conference paper

Enhanced user data privacy with pay-by-data model

Proceedings - 2013 IEEE International Conference on Big Data, Big Data 2013 / IEEE. Piscataway, NJ : IEEE, 2013, p. 53-57, Article number 6691688
Wu, Chao; Guo, Yike
Conference paper

Research on semantic similarity calculation of linked data based on multiple factors

Proceedings - 2013 IEEE 3rd International Conference on Cloud and Green Computing, CGC 2013 and 2013 IEEE 3rd International Conference on Social Computing and Its Applications, SCA 2013 / IEEE. Piscataway, NJ : IEEE, 2013, p. 358-362, Article number 6686055
Zheng, Zhi-yun; Jia, Li-Mei; Wang, Zhen-fei; Guo, Yike
Conference paper
2012 19

Modelling and performance analysis of clinical pathways using the stochastic process algebra PEPA

BMC Bioinformatics, v. 13, (SUPPL 1), September 2012, article number S4
Yang, Xian; Han, Rui; Guo, Yike; Bradley, Jeremy; Cox, Benita; Dickinson, Robert; Kitney, Richard
Article

Programming directives for elastic computing

IEEE Internet Computing, v. 16, (6), November 2012, article number 6355538, p. 72-77
Dustdar, Schahram; Guo, Yike; Han, Rui; Satzger, Benjamin; Truong, Hong-Linh
Article

Social networking federation: A position paper

Computers & Electrical Engineering, v. 38, (2), March 2012, p. 306-329
Chao, Wu; Guo, Yike; Zhou, Bo
Article

Wikisensing: An online collaborative approach for sensor data management

Sensors, v. 12, (10), October 2012, p. 13295-13332
Silva, Dilshan; Ghanem, Moustafa; Guo, Yike
Article

System Biology Approach to Study Cancer Related Pathways

Systems Biology in Cancer Research and Drug Discovery / Asfar S. Azmi (eds). Dordrecht : Springer, 2012, p. 39-67, Ch. 2
Guo, Yike; Yang, Xian
Book chapter

A new paradigm for web app development, deployment, distribution, and collaboration

ICSOFT 2012 - Proceedings of the 7th International Conference on Software Paradigm Trends, July 2012, p. 433-438
Wu, Chao; Guo, Yike
Conference paper

A semantic relatedness service based on folksonomy

Proceedings - ICIDT 2012, 8th International Conference on Information Science and Digital Content Technology, v. 3, June 2012, p. 506-511, Article number 6269325
Wu, Chao; Guo, Yike
Conference paper

An EEG-based brain informatics application for enhancing music experience

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 7670 LNAI, December 2012, p. 265-276
Guo, Yike; Wu, Chao; Peteiro-Barral, Diego
Conference paper

An iterative parameter estimation method for biological systems

ECMLS '12: Proceedings of the 3rd international workshop on Emerging computational methods for the life sciences / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2012, p. 65-74
Yang, Xian; Guo, Yike; Bradley, Jeremy
Conference paper

Automating mass spectrometry proteomics analysis


Yang, Xian; Guo, Yike; Skipp, Paul; Rowe, Anthony
Conference paper

CACSS: Towards a generic cloud storage service

CLOSER 2012 - Proceedings of the 2nd International Conference on Cloud Computing and Services Science, April 2012, p. 27-36
Li, Yang; Guo, Li; Guo, Yike
Conference paper

Cloud program with a pricing strategy for Iaas in cloud computing

Proceedings of the 2012 IEEE 26th International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2012 / IEEE. Piscataway, NJ : IEEE, 2012, p. 2316-2319, article number 6270600
Wu, Xing; Wang, Mingchao; Zhang, Wu; Guo, Yike
Conference paper

Delayed switching applied to memristor neural networks

Journal of Applied Physics, v. 111, (7), April 2012, article number 07E317
Wang, Frank Z.; Helian, Na; Wu, Sining; Yang, Xiao; Guo, Yike; Lim, Guan; Rashid, Md Mamunur
Conference paper

Developing a novel integrated model of p38 MAPK and glucocorticoid signalling pathways

2012 IEEE Symposium on Computational Intelligence and Computational Biology, CIBCB 2012 / IEEE. Piscataway, NJ : IEEE, 2012, p. 69-76, article number 6217213
Holehouse, Alex; Yang, Xian; Adcock, Ian; Guo, Yike
Conference paper

Does the Cloud need new algorithms? An introduction to elastic algorithms

CloudCom 2012 - Proceedings: 2012 4th IEEE International Conference on Cloud Computing Technology and Science / IEEE. Piscataway, NJ : IEEE, 2012, p. 66-73, article number 6427500
Guo, Yike; Ghanem, Moustafa; Han, Rui
Conference paper

Elastic application container: A lightweight approach for cloud resource provisioning

Proceedings - International Conference on Advanced Information Networking and Applications, AINA, v. 2012, March 2012, article number 6184989, p. 15-22
He, Sijin; Guo, Li; Guo, Yike; Wu, Chao; Ghanem, Moustafa; Han, Rui
Conference paper

Environmental monitoring via compressive sensing

SensorKDD '12: Proceedings of the Sixth International Workshop on Knowledge Discovery from Sensor Data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2012, p. 61-68
Yan, Shulin; Wu, Chao; Dai, Wei; Ghanem, Moustafa; Guo, Yike
Conference paper

Improving resource utilisation in the cloud environment using multivariate probabilistic models

Proceedings - 2012 IEEE 5th International Conference on Cloud Computing, CLOUD 2012 / IEEE. Piscataway, NJ : IEEE, 2012, p. 574-581, Article number 6253553
He, Sijin; Guo, Li; Ghanem, Moustafa; Guo, Yike
Conference paper

Lightweight resource scaling for cloud applications

Proceedings - 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGrid 2012 / IEEE. Piscataway, NJ : IEEE, 2012, p. 644-651, Article number 6217477
Han, Rui; Guo, Li; Ghanem, Moustafa M.; Guo, Yike
Conference paper
2011 9

Distributed clustering-based aggregation algorithm for spatial correlated sensor networks

IEEE Sensors Journal, v. 11, (3), March 2011, p. 641-648
Ma, Yajie; Guo, Yike; Tian, Xiangchuan; Ghanem, Moustaga
Article

IC cloud: Enabling compositional cloud

International Journal of Automation and Computing, v. 8, (3), August 2011, p. 269-279
Guo, Yike; Guo, Li
Article

Principles of elastic processes

IEEE Internet Computing, v. 15, (5), September 2011, p. 66-71
Dustdar, Schahram; Guo, Yike; Satzger, Benjamin; Truong, Hong-Linh
Article

The ForeSee (4C) Approach for Integrative Analysis in Gene Discovery

In Silico Tools for Gene Discovery / Editors: Bing Yu, Marcus Hinchcliffe. otowa, NJ : Humana Press, 2011, p. 53-71, Book series: Methods in Molecular Biology, v. 760
Guo, Yike; Munro, Robin E.J.; Kalaitzopoulos, Dimitrios; Grigoriadis, Anita
Book chapter

A deployment platform for dynamically scaling applications in the cloud

Proceedings - 2011 3rd IEEE International Conference on Cloud Computing Technology and Science, CloudCom 2011 / IEEE. Piscataway, NJ : IEEE, 2011, p. 506-510, article number 6133184
Han, Rui; Guo, Li; Guo, Yike; He, Sijin
Conference paper

Detecting insecure person in crowd with human sensor

Procedia Computer Science, v. 5, 2011, p. 788-792
Wu, Chao; Guo, Yike
Conference paper

Elastic application container

Proceedings - 2011 12th IEEE/ACM International Conference on Grid Computing, Grid 2011 / IEEE. Piscataway, NJ : IEEE, 2011, p. 216-217, article number 6076518
He, Sijin; Guo, Li; Guo, Yike
Conference paper

Finding consistent disease subnetworks across microarray datasets

BMC Bioinformatics, v. 12, (Suppl. 13), November 2011, article number S15
Soh, Donny; Dong, Difeng; Guo, Yike; Wong, Limsoon
Conference paper

Real time elastic cloud management for limited resources

Proceedings - 2011 IEEE 4th International Conference on Cloud Computing, CLOUD 2011 / IEEE. Piscataway, NJ : IEEE, 2011, p. 622-629, Article number 6008763
He, Sijin; Guo, Li; Guo, Yike
Conference paper
2010 10

Consistency, comprehensiveness, and compatibility of pathway databases

BMC Bioinformatics, v. 11, September 2010, article number 449
Soh, Donny; Dong, Difeng; Guo, Yike; Wong, Limsoon
Article

Delayed switching in memristors and memristive systems

IEEE Electron Device Letters, v. 31, (7), July 2010, p. 755-757
Wang, Frank Zhigang; Helian, Na; Wu, Sining; Lim, Mian-Guan; Guo, Yike; Parker, Michael Andrew
Article

Polymorphic type framework for scientific workflows with relational data model

International Journal of Business Process Integration and Management, v. 5, (1), May 2010, p. 45-62
Curcin, Vasa; Ghanem, Moustafa; Guo, Yike
Article

RECA: Referenced energy-based CDS algorithm in wireless sensor networks

International Journal of Communication Systems, v. 23, (1), January 2010, p. 125-138
Ma, Yajie; Guo, Yike; Ghanem, Moustafa
Article

The design and implementation of a workflow analysis tool

Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, v. 368, (1926), September 2010, p. 4193-4208
Curcin, Vasa; Ghanem, Moustafa; Guo, Yike
Article

IC cloud: A design space for composable cloud computing

Proceedings - 2010 IEEE 3rd International Conference on Cloud Computing, CLOUD 2010 / IEEE. Piscataway, NJ : IEEE, 2010, p. 394-401, Article number 5557967
Guo, Li; Guo, Yike; Tia, Xiangchuan
Conference paper

Incremental learning of relations from the most frequent patterns in conversations on microblogging services

Proceedings of the IADIS International Conference Intelligent Systems and Agents 2010 part of the IADIS Multi Conference on Computer Science and Information Systems, MCCSIS 2010 / International Association for Development of the Information Society. Lisboa, Portugal : IADIS Press, 2010, p. 35-42
He, Sijin; Guo, Yike; Ghanem, Moustafa
Conference paper

Optimization of resource scheduling in cloud computing

Proceedings - 12th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, SYNASC 2010 / IEEE. Piscataway, NJ : IEEE, 2010, p. 315-320, Article number 5715303
Li, Qiang; Guo, Yike
Conference paper

Process Calculi for systems biology

BCB '10: Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology / Association for Computing Machinery. New York : Association for Computing Machinery, 2010, p. 496-497
Baroukh, Caroline; Rowe, Anthony; Guo, Yike
Conference paper

Process calculi for systems biology and applications in severe asthma

2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops (BIBMW) / IEEE. Piscataway, NJ : IEEE, 2010, p. 217-222, Article number 5703802
Baroukh, Caroline; Rowe, Anthony; Guo, Yike
Conference paper
2009 8

Analysing scientific workflows with computational tree logic

Cluster Computing, v. 12, (4), December 2009, p. 399-419
Curcin, Vasa; Ghanem, Moustafa M.; Guo, Yike
Article

Creating the message infrastructure

Traffic Engineering and Control, v. 50, (11), December 2009, p. 480-483
Cohen, Jeremy; North, Robin; Wilkins, Steven; Darlington, John; Guo, Yike; Hoose, Neil; Ma, Yajie; Polak, John; Suresh, Visalakshmi; Watson, Paul; Bell, Margaret; Blythe, Phil; Neasham, Jeff; Calleja, Mark; Hayes, Mark; Beresford, Alastair; Jones, Rod; Mead, Iq
Article

Eight times acceleration of geospatial data archiving and distribution on the grids

IEEE Transactions on Geoscience and Remote Sensing, v. 47, (5), May 2009, p. 1444-1453
Wang, Frank Z.; Helian, Na; Wu, Sining; Guo, Yike; Deng, Derek Yuhui; Meng, Lingkui; Zhang, Wen; Crowncroft, John; Bacon, Jean; Parker, Michael Andrew
Article

Building and Using Analytical Workflows in Discovery Net

Data Mining Techniques in Grid Computing Environments / Edited by Werner Dubitzky. West Sussex, UK : John Wiley & Sons, Ltd, 2008, p. 119-139, Ch. 8
Ghanem, Moustafa; Curcin, Vasa; Wendel, Patrick; Guo, Yike
Book chapter

Data mining tools and techniques for identification of biomarkers for cancer

Biological Data Mining / edited by Jake Y. Chen, Stefano Lonardi. New York : CRC Press, 2009, p. 589-614, Ch. 23
Correll, Mick; Beaulah, Simon; Munro, Robin; Sheldon, Jonathan; Guo, Yike
Book chapter

Solutions for complex, multi data type and multi tool analysis: principles and applications of using workflow and pipelining methods.

Protein Networks and Pathway Analysis / edited by Yuri Nikolsky, Julie Bryant. New York : Springer, 2009, p. 259-271, Book series: Methods in Molecular Biology, v. 563
Munro, Robin E.J.; Guo, Yike
Book chapter

An experimental study of the distributed clustering for air pollution pattern recognition in sensor networks

Proceedings of the IADIS European Conference on Data Mining 2009, ECDM'09 Part of the IADIS Multi Conference on Computer Science and Information Systems, MCCSIS 2009 / International Association for Development of the Information Society. Lisbon, Portugal : IADIS Press, 2019, p. 3-10
Ma, Yajie; Guo, Yike; Ghanem, Moustafa
Conference paper

Real-time data mining methodology and a supporting framework

NSS 2009 - Network and System Security / IEEE. Piscataway, NJ : IEEE, 2009, p. 522-527
Deng, Xiong; Ghanem, Moustafa; Guo, Yike
Conference paper
2008 4

A case for Redundant Arrays of Hybrid Disks (RAHD)

IEEE Transactions on Magnetics, v. 44, (11 PART 2), November 2008, article number 4717409, p. 3738-3741
Wang, Frank; Helian, Na; Wu, Sining; Guo, Yike; Deng, Derek; Khare, Vineet; Liao, C.; Rashidi, M.; Parker, Andy
Article

Air pollution monitoring and mining based on sensor Grid in London

Sensors, v. 8, (6), June 2008, p. 3601-3623
Ma, Yajie; Richards, Mark; Ghanem, Moustafa; Guo, Yike; Hassard, John
Article

Grid-optimized Web 3D applications on wide area network

Proceedings of SPIE - The International Society for Optical Engineering, v. 7084, September 2008, article number 70840H
Wang, Frank; Helian, Na; Meng, Lingkui; Wu, Sining; Zhang, Wen; Guo, Yike; Parker, Michael Andrew
Conference paper

Mining Adverse Drug Reactions with e-Science workflows

2008 Cairo International Biomedical Engineering Conference, CIBEC 2008 / IEEE. Piscataway, NJ : IEEE, 2008, Article number 4786100
Curcin, V.; Ghanem, M.; Molokhia, M.; Guo, Yike; Darlington, J.
Conference paper
2007 3

Grid-Oriented Storage: A single-image, cross-domain, high-bandwidth architecture

IEEE Transactions on Computers, v. 56, (4), April 2007, article number 4118671, p. 474-487
Wang, Frank Zhigang; Wu, Sining; Helian, Na; Parker, Michael Andrew; Guo, Yike; Deng, Yuhui; Khare, Vineet R.
Article

Heterogeneous workflows in scientific workflow systems

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4489 LNCS, (Pt. 3), 2007, p. 204-211
Curcin, Vasa; Ghanem, Moustafa; Wendel, Patrick; Guo, Yike
Conference paper

Supporting scientific discovery processes in Discovery Net

Concurrency and Computation: Practice and Experience, v. 19, (2), February 2007, p. 167-179
Syed, Jameel; Ghanem, Moustafa; Guo, Yike
Conference paper
2006 4

KDE Bioscience: Platform for bioinformatics analysis workflows

Journal of Biomedical Informatics, v. 39, (4), August 2006, p. 440-450
Lu, Qiang; Hao, Pei; Curcin, Vasa; He, Weizhong; Li, Yuan-Yuan; Luo, Qing-Ming; Guo, Yike; Li, Yi-Xue
Article

Achievements and experiences from a Grid-based earthquake analysis and modelling study

2006 Second IEEE International Conference on e-Science and Grid Computing (e-Science'06) / IEEE. Piscataway, NJ : IEEE, 2006, article number 4031008
Liu, Jian Guo; Ghanem, Moustafa; Curcin, Vasa; Haselwimmer, Christian; Guo, Yike; Morgan, Gareth; Mish, Kyran
Conference paper

Building next generation service-oriented architectures using argumentation agents

GSEM 2006 - 3rd International Conference on Grid Service Engineering and Management, Co-located with the 7th International Conference on Net.ObjectDays 2006, NODe 2006 / Hirschfeld, Robert (Editor). Bonn : Gesellschaft für Informatik, 2006, p. 249-264
Curcin, Vasa; Ghanem, Moustafa; Guo, Yike; Stathis, Kostas; Toni, Francesca
Conference paper

Grid-based analysis of air pollution data

Ecological Modelling, v. 194, (1-3), March 2006, p. 274-286, Special Issue on the 4th European Conference on Ecological Modelling
Richards, M.; Ghanem, M.; Osmond, M.; Guo, Yike; Hassard, J.
Conference paper
2005 6

Cluster Computing and Grid 2005 works in progress

IEEE Distributed Systems Online, v. 6, (9), September 2005, article number 1524869
Wang, Frank; Helian, Na; Wu, Sining; Deng, Yuhui; Zhou, Ke; Guo, Yike; Thompson, Steve; Johnson, Ian; Milward, Dave; Maddock, Robert
Article

Integrated informatics in life and materials sciences: An oxymoron?

QSAR and Combinatorial Science, v. 24, (1), February 2005, p. 120-130
Gilardoni, François; Curcin, Vasa; Karunanayake, Kanishka; Norgaard, Jonas; Guo, Yike
Article

Web services in the life sciences

Drug Discovery Today, v. 10, (12), June 2005, p. 865-871
Curcin, Vasa; Ghanem, Moustafa; Guo, Yike
Article

A grid infrastructure for mixed bioinformatics data and text mining

3rd ACS/IEEE International Conference on Computer Systems and Applications, 2005, v. 2005, January 2005, article number 1387038, p. 185-188
Ghanem, Moustafa; Chortaras, Alexandros; Guo, Yike; Rowe, Anthony; Ratcliffe, Jon
Conference paper

Bridging the macro and Micro: A computing intensive earthquake study using Discovery Net

Proceedings of the International Conference on Supercomputing, v. 2005-November, November 2005, article number 1560020
Guo, Yike; Liu, J.G.; Ghanem, M.; Mish, K.; Curcin, V.; Haselwimmer, C.; Sotiriou, D.; Muraleetharan, K.K.; Taylor, L.
Conference paper

Using DragPushing to refine centroid text classifiers

SIGIR '05: Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2005, p. 653-654
Tan, Songbo; Cheng, Xueqi; Wang, Bin; Xu, Hongbo; Ghanem, Moustafa M.; Guo, Yike
Conference paper
2004 1

Prototype a knowledge discovery infrastructure by implementing relational grid monitoring architecture (R-GMA) on European Data Grid (EDG)

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 3033, 2004, p. 811-814
Wang, Frank; Helian, Na; Guo, Yike; Thompson, Steve; Gordon, John
Conference paper
2003 3

InfoGrid: Providing information integration for knowledge discovery

Information Sciences, v. 155, (3-4), October 2003, p. 199-226
Giannadakis, Nikolaos; Rowe, Anthony; Ghanem, Moustafa; Guo, Yike
Article

The design of discovery net: Towards open grid services for knowledge discovery

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A Distributed and Mobile Data Mining System

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Wang, Frank; Helian, Na; Guo, Yike; Jin, Hai
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2002 3

Option pricing under model and parameter uncertainty using predictive densities

Statistics and Computing, v. 12, (1), January 2002, p. 37-44
Bunnin, F.O.; Guo, Yike; Ren, Y.
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Discovery net: Towards a grid of knowledge discovery

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Ćurčn, V.; Ghanem, M.; Guo, Yike; Köhler, M.; Rowe, A.; Syed, J.; Wendel, P.
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Grid-based knowledge discovery services for high throughput informatics

Proceedings of the IEEE International Symposium on High Performance Distributed Computing, v. 2002-January, July 2002, article number 1029946, p. 416
Ghanem, M.; Guo, Yike; Rowe, A.; Wendel, P.
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2001 5

Developing a distributed scalable Java component server

Future Generation Computer Systems, v. 17, (8), June 2001, p. 1051-1057
Guo, Yike; Wendel, Patrick
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Engineering BioInformatics

Wuhan University Journal of Natural Sciences, v. 6, (1-2), March 2001, p. 611
Guo, Yike
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Fuzzy partitioning systems for electrofacies classification: A case study from the Maracaibo Basin

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Minimised Geometric Buchberger Algorithm for Integer Programming

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Design of problem-solving environment for contingent claim valuation

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2000 5

Design of high performance financial modelling environment

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Modelling integer programming with logic: Language and implementation

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Data Mining for the e-business: Developments and directions

Proceedings of SPIE - The International Society for Optical Engineering, v. 4057, April 2000, p. 388-392
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Developing a Distributed Scalable Enterprise JavaBean Server

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 1823, May 2000, p. 207-216
Guo, Yike; Wendel, Patrick
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New paradigms in information visualization

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1999 3

An architecture for distributed enterprise data mining

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Probing knowledge in distributed data mining

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 1574, 1999, p. 443-452
Guo, Yike; Sutiwaraphun, Janjao
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Visual language for Internet-based data mining and data visualization

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Conference paper
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GOFFIN: Higher-order functions meet concurrent constraints

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A software architecture for deploying high performance solution on the internet

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Conference paper
1997 3

Enlarging the scope of vector-based computations: extending Fortran 90 by nested data parallelism

Proceedings of the Conference on Advances in Parallel and Distributed Computing, v. 1997, March 1997, p. 66-73
Au, K.T.P.; Chakravarty, M.M.T.; Darlington, J.; Guo, Yike; Jahnichen, S.; Kohler, M.; Keller, G.; Pfannenstiel, W.; Simons, M.
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Minimized geometric Buchberger algorithm: An optimal algebraic algorithm for integer programming

Proceedings of the International Symposium on Symbolic and Algebraic Computation, ISSAC, v. 1997, July 1997, p. 331-338
Li, Qiang; Guo, Yike; Ida, Tetsuo; Darlington, John
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Parallel induction algorithms for data mining

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 1280, August 1997, p. 437-445
Darlington, John; Guo, Yike; Sutiwaraphun, Janjao; To, Hing Wing
Conference paper
1996 1

Co-ordinating heterogeneous parallel computation

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Au, Peter; Darlington, John; Ghanem, Moustafa; Guo, Yike; To, Hing Wing; Yang, Jin
Conference paper
1995 4

Functional skeletons for parallel coordination

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 966, August 1995, p. 55-66
Darlington, John; Guo, Yike; To, Hing Wing; Yang, Jin
Conference paper

Parallel Fortran family and a new perspective

Proceedings of the International Conference on Programming Models for Massively Parallel Computers, v. 1995, October 1995, p. 126-133
Darlington, John; Guo, Yike; Yang, Jin
Conference paper

Parallel skeletons for structured composition

Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, PPOPP, v. 1995, July 1995, p. 19-28
Darlington, John; Guo, Yike; To, Hing Wing; Yang, Jin
Conference paper

Parallel Skeletons for Structured Composition

ACM SIGPLAN Notices, v. 30, (8), August 1995, p. 19-28
Darlington, John; Guo, Yike; To, Hing Wing; Yang, Jin
Conference paper
1994 1

Constraint logic programming in the sequent calculus

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 822 LNAI, July 1994, p. 200-214
Darlington, John; Guo, Yike
Conference paper
1993 1

Functional programming languages with logical variables: A linear logic view

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 714 LNCS, August 1993, p. 201-219
Darlington, John; Guo, Yike; Köhler, Martin
Conference paper
1991 1

Constrained equational deduction

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 516 LNCS, June 1991, p. 424-435
Darlington, John; Guo, Yike
Conference paper
1990 1

On the execution mechanisms of parallel graph reduction

Journal of Computer Science and Technology, v. 5, (4), October 1990, p. 333-346
Wang, Ding Xing; Zheng, Wei Min; Du, Xiao Li; Guo, Yi Ke
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Narrowing and unification in functional programming —An evaluation mechanism for absolute set abstraction

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 355 LNCS, April 1989, p. 92-108
Darlington, John; Guo, Yike
Conference paper

The unification of functional and logic languages--Towards constraint functional programming

TENCON '89: Fourth IEEE Region 10 International Conference / IEEE. Piscataway, NJ : IEEE, 1989, p. 162-168
Darlington, John; Guo, Yike
Conference paper
1987 1

Design Considerations of a Distributed Parallel Reduction Architecture

1987 IEEE International Conference on Computers and Applications, Los Angeles, CA : Computer Society Press of the IEEE, 1987, p. 809-816
Guo, Yi Ke; Du, Xiao Li; Fang, Jia Guo; Wang, Ding Xing; Zheng, Wei Min
Conference paper
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STR Transformer: A Cross-domain Transformer for Scene Text Recognition

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Afatinib Treatment Alone or with Bevacizumab in a Real-World Cohort of Non-Small Cell Lung Cancer Patients with Epidermal Growth Factor Receptor Mutation

Cancers, v. 14, (2), January 2022, article number 316
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Afatinib treatment in a large real-world cohort of nonsmall cell lung cancer patients with common and uncommon epidermal growth factor receptor mutation

International Journal of Cancer, v. 150, (4), February 2022, p. 626-635
Huang, Chi-Hsien; Ju, Jia-Shiuan; Chiu, Tzu-Hsuan; Huang, Allen Chung-Cheng; Tung, Pi-Hung; Wang, Chin-Chou; Liu, Chien-Ying; Chung, Fu-Tsai; Fang, Yueh-Fu; Guo, Yi-Ke; Kuo, Chih-Hsi Scott; Yang, Cheng-Ta

Association of Differential Mast Cell Activation with Granulocytic Inflammation in Severe Asthma

American Journal of Respiratory and Critical Care Medicine, v. 205, (4), February 2022, p. 397-411
Tiotiu, Angelica; Badi, Yusef; Kermani, Nazanin Zounemat; Sanak, Marek; Kolmert, Johan; Wheelock, Craig E.; Hansbro, Philip M.; Dahlén, Sven-Erik; Sterk, Peter J.; Djukanovic, Ratko; Guo, Yike; Mumby, Sharon; U-BIOPRED Consortium Project Team

Bayesian data assimilation for estimating instantaneous reproduction numbers during epidemics: Applications to COVID-19

PLoS Computational Biology, v. 18, (2), February 2022, article number e1009807
Yang, Xian; Wang, Shuo; Xing, Yuting; Li, Ling; Xu, Richard Yi Da; Friston, Karl J.; Guo, Yike

Clinical utility of automatic phenotype annotation in unstructured clinical notes: intensive care unit use

BMJ Health and Care Informatics, v. 29, (1), November 2022, article number e100519
Zhang, Jingqing; Bolanos Trujillo, Luis Daniel; Tanwar, Ashwani; Ive, Julia; Gupta, Vibhor; Guo, Yike

Data-driven surrogate model with latent data assimilation: Application to wildfire forecasting

Journal of Computational Physics, v. 464, article number 111302
Cheng, Sibo; Prentice, I. Colin; Huang, Yuhan; Jin, Yufang; Guo, Yi-Ke; Arcucci, Rossella

Determinants of expression of SARS-CoV-2 entry-related genes in upper and lower airways

Allergy: European Journal of Allergy and Clinical Immunology, v. 77, (2), February 2022, p. 690-694
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Digital twins based on bidirectional LSTM and GAN for modelling the COVID-19 pandemic

Neurocomputing, v. 470, January 2022, p. 11-28
Quilodrán-Casas, César; Silva, Vinicius L.S.; Arcucci, Rossella; Heaney, Claire E.; Guo, YiKe; Pain, Christopher C.

Ensemble latent assimilation with deep learning surrogate model: application to drop interaction in a microfluidics device

Lab on a Chip, v. 22, (17), July 2022, p. 3187-3202
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Erratum: Crucial role for lung iron level and regulation in the pathogenesis and severity of asthma

The European Respiratory Journal, v. 60, (3), September 2022, article number 1951340
Ali, Md. Khadem; Guo, Yike; Horvat, Jay C.

Face aging with pixel-level alignment GAN

Applied Intelligence, v. 52, (13), October 2022, p. 14665-14678
Wu, Xing; Zhang, Yafei; Li, Qing; Qi, Yangyang; Wang, Jianjia; Guo, Yike

FTAP: Feature transferring autonomous machine learning pipeline

Information Sciences, v. 593, May 2022, p. 385-397
Wu, Xing; Chen, Cheng; Li, Pan; Zhong, Mingyu; Wang, Jianjia; Qian, Quan; Ding, Peng; Yao, Junfeng; Guo, Yike

Mapping atopic dermatitis and anti–IL-22 response signatures to type 2–low severe neutrophilic asthma

Journal of Allergy and Clinical Immunology, v. 149, (1), January 2022, p. 89-101
Badi, Yusef Eamon; Guo, Yi-Ke; Adcock, Ian M.; U-BIOPRED Study Group

Missile aerodynamic shape optimization design using deep neural networks

Aerospace Science and Technology, v. 126, July 2022, article number 107640
Wu, Pin; Yuan, Wenyan; Ji, Lulu; Zhou, Ling; Zhou, Zhu; Feng, Weibing; Guo, Yike

MKD: Mixup-Based Knowledge Distillation for Mandarin End-to-End Speech Recognition

Algorithms, v. 15, (5), May 2022, article number 160
Wu, Xing; Jin, Yifan; Wang, Jianjia; Qian, Quan; Guo, Yike

Multiple Detection Model Fusion Framework for Printed Circuit Board Defect Detection

Journal of Shanghai Jiaotong University (Science), July 2022
Wu, Xing; Zhang, Qingfeng; Wang, Jianjia; Yao, Junfeng; Guo, Yike

Optimal Planning of Air Quality-Monitoring Sites for Better Depiction of PM2.5 Pollution across China

ACS Environmental Au, v. 2, (4), July 2022, p. 314-323
Zhou, Chenhong; Gao, Meng; Li, Jianjun; Bai, Kaixu; Tang, Xiao; Lu, Xiao; Liu, Cheng; Wang, Zifa; Guo, Yike

Parameter Flexible Wildfire Prediction Using Machine Learning Techniques: Forward and Inverse Modelling

Remote Sensing, v. 14, (13), July 2022, article number 3228
Cheng, Sibo; Jin, Yufang; Harrison, Sandy P.; Quilodrán-Casas, César; Prentice, Iain Colin; Guo, Yi-Ke; Arcucci, Rossella

Phenotyping in clinical text with unsupervised numerical reasoning for patient stratification

Experimental Biology and Medicine, 11 October 2022
Tanwar, Ashwani; Zhang, Jingqing; Ive, Julia; Gupta, Vibhor; Guo, Yike

Plasma proteins elevated in severe asthma despite oral steroid use and unrelated to Type-2 inflammation

European Respiratory Journal, v. 59, (2), February 2022, article number 2100142
Mikus, Maria Sparreman; Guo. Yi-Ke; James, Anna; U-BIOPRED Study Group; BIOAIR Consortium

Quantifying high-order interdependencies on individual patterns via the local O-information: Theory and applications to music analysis

Physical Review Research, v. 4, (1), March 2022, article number 013184
Scagliarini, Tomas; Marinazzo, Daniele; Guo, Yike; Stramaglia, Sebastiano; Rosas, Fernando E.

Relationship between type 2 cytokine and inflammasome responses in obesity-associated asthma

Journal of Allergy and Clinical Immunology, v. 149, (4), April 2022, p. 1270-1280
Pinkerton, James W.; Kim, Richard Y.; Brown, Alexandra C.; Rae, Brittany E.; Donovan, Chantal; Mayall, Jemma R.; Carroll, Olivia R.; Khadem Ali, Md.; Scott, Hayley A.; Berthon, Bronwyn S.; Baines, Katherine J.; Starkey, Malcolm R.; Kermani, Nazanin Z.; Guo, Yi-Ke; Robertson, Avril A.B.; O'Neill, Luke A.J.; Adcock, Ian M.; Cooper, Matthew A.; Gibson, Peter G.; Wood, Lisa G.; Hansbro, Philip M.; Horvat, Jay C.

Scale-Consistent Fusion: From Heterogeneous Local Sampling to Global Immersive Rendering

IEEE Transactions on Image Processing, v. 31, p. 6109-6123
Xing, Wenpeng; Chen, Jie; Yang, Zaifeng; Wang, Qiang; Guo, Yike

Speech synthesis with face embeddings

Applied Intelligence, v. 52, (13), March 2022, p. 14839-14852
Wu, Xing; Ji, Sihui; Wang, Jianjia; Guo, Yike

Suggestive annotation of brain MR images with gradient-guided sampling

Medical Image Analysis, v. 77, April 2022, article number 102373
Dai, Chengliang; Wang, Shuo; Mo, Yuanhan; Angelini, Elsa; Guo, Yike; Bai, Wenjia

The different overall survival between single-agent EGFR-TKI treatment and with bevacizumab in non-small cell lung cancer patients with brain metastasis

Scientific Reports, v. 12, (1), December 2022, article number 4398
Chiu Tzu-Hsuan; Tung, Pi-Hung; Huang, Chi-Hsien; Ju, Jia-Shiuan; Huang, Allen Chung-Cheng; Wang, Chin-Chou; Ko, Ho-Wen; Hsu, Ping-Chih; Fang, Yueh-Fu; Guo, Yi-Ke; Kuo, Chih-Hsi Scottt; Yang, Cheng-Ta

Toward High-Performance Map-Recovery of Air Pollution Using Machine Learning

ACS ES&T Engineering, 28 September 2022, article number 2c00248
Song, Jun; Fan, Hongwei; Gao, Meng; Xu, Yibo; Ran, Maohao; Liu, Xiaoran; Guo, Yike

UBAR: User Behavior-Aware Recommendation with knowledge graph

Knowledge-Based Systems, v. 257, October 2022, article number 109661
Wu, Xing; Li, Yisong; Wang, Jianjia; Qian, Quan; Guo, Yike

Weather-degraded image semantic segmentation with multi-task knowledge distillation

Image and Vision Computing, v. 127, November 2022, article number 104554
Li, Zhi; Wu, Xing; Wang, Jianjia; Guo, Yike

基于多粒度认知的智能计算研究

计算机学报=Chinese Journal of Computers, v. 45, (6), June 2022, p. 1161-1175
王国胤; 傅顺; 杨洁; 郭毅可
Conference paper 3

A continuous glucose monitoring measurements forecasting approach via sporadic blood glucose monitoring

Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022 / IEEE. Piscataway, NJ : IEEE, 2022, p. 860-863, Article number 9995522
Xing, Yuting; Ye, Hangting; Zhang, Xiaoyu; Cao, Wei; Zheng, Shun; Bian, Jiang; Guo, Yike

Merging Real Images with Physics Simulations via Data Assimilation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 13098 LNCS, p. 255-266
Arcucci, Rossella; Casas, César Quilodrán; Joshi, Aniket; Obeysekara, Asiri; Guo, Yi-Ke; Pain, Christopher

OmiTrans: Generative Adversarial Networks Based Omics-to-omics Translation Framework

Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022 / IEEE. Piscataway, NJ : IEEE, 2022, p. 653-659, Article number 9995537
Zhang, Xiaoyu; Guo, Yike
Article 24

A blockchain-based trust system for decentralised applications: When trustless needs trust

Future Generation Computer Systems, v. 124, November 2021, p. 68-79
Truong, Nguyen; Lee, Gyu Myoung; Sun, Kai; Guitton, Florian; Guo, Yike

A Metabolite Array Technology for Precision Medicine

Analytical Chemistry, v. 93, (14), April 2021, p. 5709-5717
Xie, Guoxiang; Wang, Lu; Chen, Tianlu; Zhou, Kejun; Zhang, Zechuan; Li, Jiufeng; Sun, Beicheng; Guo, Yike; Wang, Xiaoning; Wang, Yixing; Zhang, Hua; Liu, Ping; Nicholson, Jeremy K.; Ge, Weihong; Jia, Wei

Association of endopeptidases, involved in SARS-CoV-2 infection, with microbial aggravation in sputum of severe asthma

Allergy: European Journal of Allergy and Clinical Immunology, v. 76, (6), June 2021, p. 1917-1921
U-BIOPRED, Consortium; Abdel-Aziz, Mahmoud I.; Kermani, Nazanin Zounemat; Neerincx, Anne H.; Vijverberg, Susanne J.H.; Guo, Yike; Howarth, Peter; Dahlen, Sven-Erik; Djukanovic, Ratko; Sterk, Peter J.; Kraneveld, Aletta D.; Maitland-van der Zee, A.H.; Chung, Kian Fan; Adcock, Ian M.; On behalf the U-BIOPRED, Consortium

COVID-19 rehabilitation with herbal medicine and cardiorespiratory exercise: Protocol for a clinical study

JMIR Research Protocols, v. 10, (5), May 2021, article number e25556
Gao, Yang; Zhong, Linda L.D.; Quach, Binh; Davies, Bruce; Ash, Garrett I.; Lin, Zhi-Xiu; Feng, Yibin; Lau, Benson W.M.; Wagner, Peter D.; Yang, Xian; Guo, Yike; Jia, Wei; Bian, Zhaoxiang; Baker, Julien S.

Deep data assimilation: Integrating deep learning with data assimilation

Applied Sciences, v. 11, (3), January 2021, article number 1114
Arcucci, Rossella; Zhu, Jiangcheng; Hu, Shuang; Guo, Yike

Fast data assimilation (FDA): Data assimilation by machine learning for faster optimize model state

Journal of Computational Science, v. 51, April 2021, article number 101323
Wu, Pin; Chang, Xuting; Yuan, Wenyan; Sun, Junwu; Zhang, Wenjie; Arcucci, Rossella; Guo, Yike

First- or second-generation epidermal growth factor receptor tyrosine kinase inhibitors in a large, real-world cohort of patients with non-small cell lung cancer

Therapeutic Advances in Medical Oncology, v. 13, July 2021
Huang, Allen Chung-Cheng; Huang, Chi-Hsien; Ju, Jia-Shiuan; Chiu, Tzu-Hsuan; Tung, Pi-Hung; Wang, Chin-Chou; Liu, Chien-Ying; Chung, Fu-Tsai; Fang, Yueh-Fu; Guo, Yike; Kuo, Chih-Hsi Scott; Yang, Cheng-Ta

Hyocholic acid species as novel biomarkers for metabolic disorders

Nature Communications, v. 12, (1), December 2021, article number 1487
Zheng, Xiaojiao; Chen, Tianlu; Zhao, Aihua; Ning, Zhangchi; Kuang, Junliang; Wang, Shouli; You, Yijun; Ma, Xiaojing; Yu, Haoyong; Zhou, Jian; Jiang, Miao; Li, Mengci; Wang, Jieyi; Ma, Xiaohui; Zhou, Shuiping; Li, Yitao; Ge, Kun; Rajani, Cynthia; Xie, Guoxiang; Hu, Cheng; Guo, Yike; Lu, Aiping; Jia, Weiping; Jia, Wei

Instability of sputum molecular phenotypes in U-BIOPRED severe asthma

European Respiratory Journal, v. 57, (2), February 2021, article number 2001836
U-BIOPRED study group; Kermani, Nazanin Z.; Pavlidis, Stelios; Xie, Jiaxing; Sun, Kai; Loza, Matthew; Baribaud, Fred; Fowler, Steven J.; Shaw, Dominic E.; Fleming, Louise J.; Howarth, Peter H.; Sousa, Ana R.; Corfield, Julie; Auffray, Charles; De Meulder, Bertrand; Sterk, Peter J.; Guo, Yike; Uddin, Mohib; Djukanovic, Ratko; Adcock, Ian M.; Chung, Kian Fan

Medication Adherence in Patients With Severe Asthma Prescribed Oral Corticosteroids in the U-BIOPRED Cohort

Chest, v. 160, (1), July 2021, p. 53-64
Alahmadi, Fahad H; Simpson, Andrew J.; Guo, Yike; Fowler, Stephen J.; U-BIOPRED Study Group

Modeling of suppression and mitigation interventions in the COVID-19 epidemics

BMC Public Health, v. 21, (1), December 2021, article number 723
Han, Yuexing; Xie, Zeyang; Guo, Yike; Wang, Bing

Multiscale convolutional and recurrent neural network for quality prediction of continuous casting slabs

Processes, v. 9, (1), January 2021, article number 33, p. 1-16
Wu, Xing; Jin, Hanlu; Ye, Xueming; Wang, Jianjia; Lei, Zuosheng; Liu, Ying; Wang, Jie; Guo, Yike

Network-based visualisation reveals new insights into transposable element diversity

Molecular Systems Biology, v. 17, (6), June 2021, article number e9600
Schneider, Lisa; Guo, Yike; Birch, David; Sarkies, Peter

Nonlinear modulation of COVID-19 transmission by climate conditions

Meteorological Applications, v. 28, (2), March 2021, article number e1985
Gao, Meng; Zhou, Qiming; Yang, Xian; Li, Qingxiang; Zhang, Shiqing; Yung, Ken Kin Lam; Guo, Yike

Omiembed: A unified multi-task deep learning framework for multi-omics data

Cancers, v. 13, (12), June 2021, article number 3047
Zhang, Xiaoyu; Xing, Yuting; Sun, Kai; Guo, Yike

Privacy preservation in federated learning: An insightful survey from the GDPR perspective

Computers and Security, v. 110, November 2021, article number 102402
Truong, Nguyen; Sun, Kai; Wang, Siyao; Guitton, Florian; Guo, Yike

Sputum ACE2, TMPRSS2 and FURIN gene expression in severe neutrophilic asthma

Respiratory Research, v. 22, (1), December 2021, article number 10
U-BIOPRED, Consortium; Kermani, Nazanin Zounemat; Song, Woo Jung; Badi, Yusef; Versi, Ali; Guo, Yike; Sun, Kai; Bhavsar, Pank; Howarth, Peter; Dahlen, Sven Erik; Sterk, Peter J.; Djukanovic, Ratko; Adcock, Ian M.; Chung, Kian Fan

Sputum macrophage diversity and activation in asthma: Role of severity and inflammatory phenotype

Allergy: European Journal of Allergy and Clinical Immunology, v. 76, (3), March 2021, p. 775-788
U-BIOPRED Consortium Project Team; Tiotiu, Angelica; Zounemat Kermani, Nazanin; Badi, Yusef; Pavlidis, Stelios; Hansbro, Philip M.; Guo, Yike; Chung, Kian Fan; Adcock, Ian M.

Trustworthiness assessment for industrial IoT as multilayer networks with von Neumann entropy

Applied Soft Computing, v. 106, July 2021, article number 107342
Wu, Xing; Wang, Jianjia; Wang, Peng; Bian, Zhaoxiang; Huang, Tao; Guo, Yike; Fujita, Hamido

Type 2-low asthma phenotypes by integration of sputum transcriptomics and serum proteomics

Allergy: European Journal of Allergy and Clinical Immunology, v. 76, (1), January 2021, p. 380-383
U-BIOPRED Project, Team; Zounemat Kermani, Nazanin; Saqi, Mansoor; Agapow, Paul; Pavlidis, Stelios; Kuo, Chihhsi; Tan, Kai Sen; Mumby, Sharon; Sun, Kai; Loza, Matthew; Baribaud, Frederic; Sousa, Ana R.; Riley, John; Wheelock, Asa M.; Wheelock, Craig E.; De Meulder, Bertrand; Schofield, Jim; Sánchez-Ovando, Stephany; Simpson, Jodie Louise; Baines, Katherine Joanne; Wark, Peter A.; Auffray, Charles; Dahlen, Sven-Erik; Sterk, Peter J.; Djukanovic, Ratko; Adcock, Ian M.; Guo, Yike; Chung, Kian Fan

Variational Gaussian Process for Optimal Sensor Placement

Applications of Mathematics, v. 66, (2), April 2021, p. 287-317
Tajnafoi, Gabor; Arcucci, Rossella; Mottet, Laetitia; Vouriot, Carolanne; Molina-Solana, Miguel; Pain, Christopher; Guo, Yike

Why AI still doesn’t have consciousness?

CAAI Transactions on Intelligence Technology, v. 6, (2), June 2021, p. 175-179
Li, Deyi; He, Wen; Guo, Yike

XOmiVAE: an interpretable deep learning model for cancer classification using high-dimensional omics data

Briefings in Bioinformatics, v. 22, (6), November 2021, article number bbab315
Withnell, Eloise; Zhang, Xiaoyu; Sun, Kai; Guo, Yike

论人工智能历史、现状与未来发展战略

人民论坛·学术前沿=Frontiers, v. 23, December 2021, p. 41-53
郭毅可
Conference paper 9

BU-Trace: A Permissionless Mobile System for Privacy-Preserving Intelligent Contact Tracing

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12680 LNCS, 2021, p. 381-397
Peng, Zhe; Huang, Jinbin; Wang, Haixin; Wang, Shihao; Chu, Xiaowen; Zhang, Xinzhi; Chen, Li; Huang, Xin; Fu, Xiaoyi; Guo, Yike; Xu, Jianliang

Data Assimilation in the Latent Space of a Convolutional Autoencoder

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12746 LNCS, 2021, p. 373-386
Amendola, Maddalena; Arcucci, Rossella; Mottet, Laetitia; Casas, César Quilodrán; Fan, Shiwei; Pain, Christopher; Linden, Paul; Guo, Yike

HNECV: Heterogeneous Network Embedding via Cloud Model and Variational Inference

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 13069 LNAI, 2021, p. 747-758
Yuan, Ming; Liu, Qun; Wang, Guoyin; Guo, Yike

Interpretability Analysis Method Based on Path Decomposition for Cell-based Neural Architecture Search

Proceedings - 2021 7th International Conference on Big Data and Information Analytics, BigDIA 2021 / IEEE. Piscataway, NJ : IEEE, 2021, p. 9-16, article number 9619591
Liu, Zitu; Zhu, Kai; Liu, Yue; Liu, Qun; Wang, Guoyin; Guo, Yike

Interpretability Latent Space Method: Exploiting Shapley Representation to Explain Latent Space

Proceedings - 2021 7th International Conference on Big Data and Information Analytics, BigDIA 2021 / IEEE. Piscataway, NJ : IEEE, 2021, p. 87-92, article number 9619687
Liu, Zitu; Li, Jiawang; Liu, Yue; Liu, Qun; Wang, Guoyin; Guo, Yike

Joint Motion Correction and Super Resolution for Cardiac Segmentation via Latent Optimisation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12903 LNCS, September 2021, p. 14-24
Wang, Shuo; Qin, Chen; Savioli, Nicolò; Chen, Chen; O’Regan, Declan P.; Cook, Stuart; Guo, Yike; Rueckert, Daniel; Bai, Wenjia

Label Dependent Attention Model for Disease Risk Prediction Using Multimodal Electronic Health Records

Proceedings - IEEE International Conference on Data Mining, ICDM, v. 2021, December 2021, p. 449-458
Niu, Shuai; Yin, Qing; Song, Yunya; Guo, Yike; Yang, Xian

Label-dependent and event-guided interpretable disease risk prediction using EHRs

Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021 / IEEE. Piscataway, NJ : IEEE, 2021, p. 1473-1476, article number 9669675
Niu, Shuai; Song, Yunya; Yin, Qin; Guo, Yike; Yang, Xian

Methods and Applications of Causal Reasoning in Medical Field

Proceedings - 2021 7th International Conference on Big Data and Information Analytics, BigDIA 2021 / IEEE. Piscataway, NJ : IEEE, 2021, p. 79-86, article number 9619639
Wu, Xing; Li, Jingwen; Qian, Quan; Liu, Yue; Guo, Yike
Article 28

A Bayesian Updating Scheme for Pandemics: Estimating the Infection Dynamics of COVID-19

IEEE Computational Intelligence Magazine, v. 15, (4), November 2020, article number 9225220, p. 23-33
Wang, Shuo; Yang, Xian; Li, Ling; Nadler, Philip; Arcucci, Rossella; Huang, Yuan; Teng, Zhongzhao; Guo, Yike

A case study on understanding energy consumption through prediction and visualization (VIMOEN)

Journal of Building Engineering, v. 30, July 2020, article number 101315
Ruiz, L.G.B.; Pegalajar, M.C.; Molina-Solana, M.; Guo, Yike

A data driven methodology for social science research with left-behind children as a case study

PLoS ONE, v. 15, (11), November 2020, article number e0242483
Wu, Chao; Wang, Guolong; Hu, Simon; Liu, Yue; Mi, Hong; Zhou, Ye; Guo, Yike; Song, Tongtong

A population-based phenome-wide association study of cardiac and aortic structure and function

Nature Medicine, v. 26, (10), October 2020, p. 1654-1662
Bai, Wenjia; Suzuki, Hideaki; Huang, Jian; Francis, Catherine; Wang, Shuo; Tarroni, Giacomo; Guitton, Florian; Aung, Nay; Fung, Kenneth; Petersen, Steffen E.; Piechnik, Stefan K.; Neubauer, Stefan; Evangelou, Evangelos; Dehghan, Abbas; O’Regan, Declan P.; Wilkins, Martin R.; Guo, Yike; Matthews, Paul M.; Rueckert, Daniel

A Reduced Order Deep Data Assimilation model

Physica D: Nonlinear Phenomena, v. 412, November 2020, article number 132615
Casas, César Quilodrán; Arcucci, Rossella; Wu, Pin; Pain, Christopher; Guo, Yike

An epidemiological modelling approach for COVID-19 via data assimilation

European Journal of Epidemiology, v. 35, (8), August 2020, p. 749-761
Nadler, Philip; Wang, Shuo; Arcucci, Rossella; Yang, Xian; Guo, Yike

Asthma similarities across ProAR (Brazil) and U-BIOPRED (Europe) adult cohorts of contrasting locations, ethnicity and socioeconomic status

Respiratory Medicine, v. 161, January 2020, article number 105817
ProAR Study Group, U-BIOPRED Study Groups; Cruz, Alvaro A.; Guo, Yike; Riley, John H.; Bansal, Aruna T.; Ponte, Eduardo V.; Souza-Machado, Adelmir; Almeida, Paula C.A.; Biao-Lima, Valmar; Davis, Maggie; Bates, Stewart; Adcock, Ian M.; Sterk, Peter J.; Chung, Kian Fan

Attention-based Convolutional Autoencoders for 3D-Variational Data Assimilation

Computer Methods in Applied Mechanics and Engineering, v. 372, December 2020, article number 113291
Mack, Julian; Arcucci, Rossella; Molina-Solana, Miguel; Guo, Yike

Collaborative Defense with Multiple USVs and UAVs Based on Swarm Intelligence

Journal of Shanghai Jiaotong University (Science), v. 25, (1), February 2020, p. 51-56
Wu, Xing; Liu, Yuan; Xie, Shaorong; Guo, Yike

Consolidation treatment of durvalumab after chemoradiation in real-world patients with stage III unresectable non-small cell lung cancer

Thoracic Cancer, v. 11, (6), June 2020, p. 1541-1549
Chu, Chia-Hsun; Chiu, Tzu-Hsuan; Wang, Chin-Chou; Chang, Wen-Chen; Huang, Allen Chung-Cheng.; Liu, Chien-Ying; Wang, Chih-Liang; Ko, Ho-Wen; Chung, Fu-Tsai; Hsu, Ping-Chih; Guo, Yike; Kuo, Chih-Hsi S.; Yang, Cheng-Ta

Crucial role for lung iron level and regulation in the pathogenesis and severity of asthma

European Respiratory Journal, v. 55, (4), April 2020, article number 1901340
Ali, Md. Khadem; Guo, Yike; Horvat, Jay C.

Data-driven reduced order model with temporal convolutional neural network

Computer Methods in Applied Mechanics and Engineering, v. 360, March 2020, article number 112766
Wu, Pin; Sun, Junwu; Chang, Xuting; Zhang, Wenjie; Arcucci, Rossella; Guo, Yike; Pain, Christopher C.

GDPR-Compliant Personal Data Management: A Blockchain-Based Solution

IEEE Transactions on Information Forensics and Security, v. 15, 2020, article number 8876647, p. 1746-1761
Truong, Nguyen Binh; Sun, Kai; Lee, Gyu Myoung; Guo, Yike

Improving taxonomic relation learning via incorporating relation descriptions into word embeddings

Concurrency and Computation: Practice and Experience, v. 32, (14), July 2020, article number e5696
Huang, Subin; Luo, Xiangfeng; Huang, Jing; Wang, Hao; Gu, Shengwei; Guo, Yike

Multiple premises entailment recognition based on attention and gate mechanism

Expert Systems with Applications, v. 147, June 2020, article number 113214
Wu, Pin; Lei, Zhidan; Zhou, Quan; Zhu, Rukang; Chang, Xuting; Sun, Junwu; Zhang, Wenjie; Guo, Yike

Network structure-based interventions on spatial spread of epidemics in metapopulation networks

Physical Review E, v. 102, (6), December 2020, article number 062306
Wang, Bing; Gou, Min; Guo, Yike; Tanaka, Gouhei; Han, Yuexing

Neurocognition-inspired design with machine learning

Design Science, v. 6, December 2020, article number e33
Wang, Pan; Wang, Shuo; Peng, Danlin; Chen, Liuqing; Wu, Chao; Wei, Zhen; Childs, Peter; Guo, Yike; Li, Ling

Open Visualization Environment (OVE): A web framework for scalable rendering of data visualizations

Future Generation Computer Systems, v. 112, November 2020, p. 785-799
Fernando, Senaka; Scott-Brown, James; Şerban, Ovidiu; Birch, David; Akroyd, David; Molina-Solana, Miguel; Heinis, Thomas; Guo, Yike

The assessment of small bowel motility with attentive deformable neural network

Information Sciences, v. 508, January 2020, p. 22-32
Wu, Xing; Zhong, Mingyu; Guo, Yike; Fujita, Hamido

The autonomous navigation and obstacle avoidance for USVs with ANOA deep reinforcement learning method

Knowledge-Based Systems, v. 196, May 2020, article number 105201
Wu, Xing; Chen, Haolei; Chen, Changgu; Zhong, Mingyu; Xie, Shaorong; Guo, Yike; Fujita, Hamido

The fair value of a token: How do markets price cryptocurrencies?

Research in International Business and Finance, v. 52, April 2020, article number 101108
Nadler, Philip; Guo, Yike

Towards a large-scale twitter observatory for political events

Future Generation Computer Systems, v. 110, September 2020, p. 976-983
Fernando, Senaka; Amador Díaz López, Julio; Şerban, Ovidiu; Gómez-Romero, Juan; Molina-Solana, Miguel; Guo, Yike

TUORIS: A middleware for visualizing dynamic graphics in scalable resolution display environments

Future Generation Computer Systems, v. 106, May 2020, p. 559-571
Martínez, Victor; Fernando, Senaka; Molina-Solana, Miguel; Guo, Yike

Vitamin d metabolism is dysregulated in asthma and chronic obstructive pulmonary disease

American Journal of Respiratory and Critical Care Medicine, v. 202, (3), August 2020, p. 371-382
Jolliffe, David A.; Stefanidis, Christos; Wang, Zhican; Kermani, Nazanin Z.; Dimitrov, Vassil; White, John H.; McDonough, John E.; Janssens, Wim; Pfeffer, Paul; Griffiths, Christopher J.; Bush, Andrew; Guo, Yike; Christenson, Stephanie; Adcock, Ian M.; Chung, Kian Fan; Thummel, Kenneth E.; Martineau, Adrian R.

Weak Constraint Gaussian Processes for optimal sensor placement

Journal of Computational Science, v. 42, April 2020, article number 101110
Dur, Tolga Hasan; Arcucci, Rossella; Mottet, Laetitia; Solana, Miguel Molina; Pain, Christopher; Guo, Yike

When Sharing Economy Meets IoT: Towards Fine-grained Urban Air Quality Monitoring through Mobile Crowdsensing on Bike-share System

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, v. 4, (2), June 2020, article number 61, p. 1-26
Wu, Di; Xiao, Tao; Liao, Xuewen; Luo, Jie; Wu, Chao; Zhang, Shigeng; Li, Yong; Guo, Yike

从做得多到做得对:也谈人工智能的发展方向

智能系统学报=CAAI Transactions on Intelligent Systems, v. 3, May 2020, p. 409
郭毅可

让机器做得对:对人工智能伦理性的思考

人工智能=AI View, v. 6, December 2020, p. 6-11
郭毅可
Conference paper 11

A domain decomposition reduced order model with data assimilation (DD-RODA)

Advances in Parallel Computing, v. 36, 2020, p. 189-198
Arcucci, Rossella; César Quilodrán; Xiao, Dunhui; Mottet, Laetitia; Fang, Fangxin; Wu, Pin; Pain, Christopher; Guo, Yike

A scalable approach to econometric inference

Advances in Parallel Computing, v. 36, 2020, p. 59-68
Nadler, Philip; Arcucci, Rossella; Guo, Yike

Adaptive Domain Decomposition for Effective Data Assimilation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11997 LNCS, August 2019, p. 583-595
Arcucci, Rossella; Mottet, Laetitia; Casas, César A. Quilodrán; Guitton, Florian; Pain, Christopher; Guo, Yike

An Econophysical Analysis of the Blockchain Ecosystem

Springer Proceedings in Business and Economics, June 2020, p. 27-42
Nadler, Philip; Arcucci, Rossella; Guo, Yike

Automatic brain tumour segmentation and biophysics-guided survival prediction

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11993 LNCS, 19 May 2020, p. 61-72
Wang, Shuo; Dai, Chengliang; Mo, Yuanhan; Angelini, Elsa; Guo, Yike; Bai, Wenjia

Chinese Entity Synonym Extraction from the Web

Advances in Intelligent Systems and Computing, v. 928, April 2019, p. 357-363
Ma, Xiuxia; Luo, Xiangfeng; Huang, Subin; Guo, Yike

Deep Generative Model-Based Quality Control for Cardiac MRI Segmentation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12264 LNCS, October 2020, p. 88-97
Wang, Shuo; Tarroni, Giacomo; Qin, Chen; Mo, Yuanhan; Dai, Chengliang; Chen, Chen; Glocker, Ben; Guo, Yike; Rueckert, Daniel; Bai, Wenjia

Neural assimilation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12142 LNCS, June 2020, p. 155-168
Arcucci, Rossella; Moutiq, Lamya; Guo, Yike

Self-training for Brain Tumour Segmentation with Uncertainty Estimation and Biophysics-Guided Survival Prediction

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12658 LNCS, October 2021, p. 514-523
Dai, Chengliang; Wang, Shuo; Raynaud, Hadrien; Mo, Yuanhan; Angelini, Elsa; Guo, Yike; Bai, Wenjia

Suggestive Annotation of Brain Tumour Images with Gradient-Guided Sampling

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12264 LNCS, October 2020, p. 156-165
Dai, Chengliang; Wang, Shuo; Mo, Yuanhan; Zhou, Kaichen; Angelini, Elsa; Guo, Yike; Bai, Wenjia

TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, v. 2020-July, July 2020, article number 9176741, p. 641-644
Supratak, Akara; Guo, Yike
Article 35

“T2-high” in severe asthma related to blood eosinophil, exhaled nitric oxide and serum periostin

European Respiratory Journal, v. 53, (1), January 2019, article number 1800938
Pavlidis, Stelios; Takahashi, Kentaro; Kwong, Francois Ng Kee; Xie, Jiaxing; Hoda, Uruj; Sun, Kai; Elyasigomari, Vahid; Agapow, Paul; Loza, Matthew; Baribaud, Fred; Chanez, Pascal; Fowler, Steve J.; Shaw, Dominic E.; Fleming, Louise J.; Howarth, Peter H.; Sousa, Ana R.; Corfield, Julie; Auffray, Charles; De Meulder, Bertrand; Knowles, Richard; Sterk, Peter J.; Guo, Yike; Adcock, Ian M.; Djukanovic, Ratko; Chung, Kian Fan

A machine learning attack against variable-length Chinese character CAPTCHAs

Applied Intelligence, v. 49, (4), April 2019, p. 1548-1565
Wu, Xing; Dai, Shuji; Guo, Yike; Fujita, Hamido

A reduced order model for turbulent flows in the urban environment using machine learning

Building and Environment, v. 148, January 2019, p. 323-337
Xiao, D.; Heaney, C.E.; Mottet, L.; Fang, F.; Lin, W.; Navon, I.M.; Guo, Yike; Matar, O.K.; Robins, A.G.; Pain, C.C.

An artificial intelligence based data-driven approach for design ideation

Journal of Visual Communication and Image Representation, v. 61, May 2019, p. 10-22
Chen, Liuqing; Wang, Pan; Dong, Hao; Shi, Feng; Han, Ji; Guo, Yike; Childs, Peter R.N.; Xiao, Jun; Wu, Chao

An Information-Theoretical Framework for Cluster Ensemble

IEEE Transactions on Knowledge and Data Engineering, v. 31, (8), August 2019, p. 1464-1477
Bai, Liang; Liang, Jiye; Du, Hangyuan; Guo, Yike

An unsupervised approach for learning a Chinese IS-A taxonomy from an unstructured corpus

Knowledge-Based Systems, v. 182, October 2019, article number 104861
Huang, Subin; Luo, Xiangfeng; Huang, Jing; Guo, Yike; Gu, Shengwei

Associations of Regional Brain Structural Differences with Aging, Modifiable Risk Factors for Dementia, and Cognitive Performance

JAMA Network Open, v. 2, (12), December 2019, article number e1917257
Suzuki, Hideaki; Venkataraman, Ashwin V.; Bai, Wenjia; Guitton, Florian; Guo, Yike; Dehghan, Abbas; Matthews, Paul M.

Cf-prov: A content-rich and fine-grained scientific workflow provenance model

IEEE Access, v. 7, February 2019, p. 30002-30016
Sun, Qi; Liu, Yue; Tian, Wenjie; Guo, Yike

Comparison of a combination of chemotherapy and immune checkpoint inhibitors and immune checkpoint inhibitors alone for the treatment of advanced and metastatic non-small cell lung cancer

Thoracic Cancer, v. 10, (5), May 2019, p. 1158-1166
Kuo, Chih-Hsi Scott; Wang, Chin-Chou; Huang, Yu-Chen; Pavlidis, Stelios; Liu, Chien-Ying; Ko, How-Wen; Chung, Fu-Tsai; Lin, Tin-Yu; Wang, Chih-Liang; Guo, Yike; Yang, Cheng-Ta

Contribution of airway eosinophils in airway wall remodeling in asthma: Role of MMP-10 and MET

Allergy: European Journal of Allergy and Clinical Immunology, v. 74, (6), June 2019, p. 1102-1112
U-BIOPRED Project Team; Kuo, Chih-Hsi S.; Pavlidis, Stelios; Zhu, Jie; Loza, Matthew; Baribaud, Fred; Rowe, Anthony; Pandis, Ioannis; Gibeon, David; Hoda, Uruj; Sousa, Ana; Wilson, Susan J.; Howarth, Peter; Shaw, Dominick; Fowler, Stephen; Dahlen, Barbro; Chanez, Pascal; Krug, Norbert; Sandstrom, Thomas; Fleming, Louise; Corfield, Julie; Auffray, Charles; Djukanovic, Ratko; Sterk, Peter J.; Guo, Yike; Adcock, Ian M.; Chung, Kian Fan

Data and knowledge management in translational research: Implementation of the eTRIKS platform for the IMI OncoTrack consortium

BMC Bioinformatics, v. 20, (1), April 2019, article number 164
IMI OncoTrack and the IMI eTRIKS consortia; Gu, Wei; Yildirimman, Reha; Van Der Stuyft, Emmanuel; Verbeeck, Denny; Herzinger, Sascha; Satagopam, Venkata; Barbosa-Silva, Adriano; Schneider, Reinhard; Lange, Bodo; Lehrach, Hans; Guo, Yike; Henderson, David; Rowe, Anthony

Enhancing CFD-LES air pollution prediction accuracy using data assimilation

Building and Environment, v. 165, November 2019, article number 106383
Aristodemou, Elsa; Arcucci, Rossella; Mottet, Laetitia; Robins, Alan; Pain, Christopher; Guo, Yike

Entity emotion mining in social media environment

Concurrency and Computation: Practice and Experience, v. 31, (20), October 2019, article number e5336
Fu, Xuefeng; Luo, Xiangfeng; Guo, Yike

Epithelial dysregulation in obese severe asthmatics with gastro-oesophageal reflux

European Respiratory Journal, v. 53, (6), June 2019, article number 1900453
U-BIOPRED Study Group; Perotin, Jeanne-Marie; Schofield, James P.R.; Wilson, Susan J.; Ward, Jonathan; Brandsma, Joost; Strazzeri, Fabio; Bansal, Aruna; Yang, Xian; Rowe, Anthony; Corfield, Julie; Lutter, Rene; Shaw, Dominick E.; Bakke, Per S.; Caruso, Massimo; Dahlén, Barbro; Fowler, Stephen J.; Horvath, Ildiko; Howarth, Peter; Krug, Norbert; Montuschi, Paolo; Sanak, Marek; Sandström, Thomas; Sun, Kai; Pandis, Ioannis; Auffray, Charles; De Meulder, Bertrand; Lefaudeux, Diane; Riley, John H.; Sousa, Ana R.; Dahlen, Sven-Erik; Adcock, Ian M.; Chung, Kian Fan; Sterk, Peter J.; Skipp, Paul J.; Collins, Jane E.; Davies, Donna E.; Djukanović, Ratko; Guo, Yike

Epithelial IL-6 trans-signaling defines a new asthma phenotype with increased airway inflammation

Journal of Allergy and Clinical Immunology, v. 143, (2), February 2019, p. 577-590
Unbiased Biomarkers in Prediction of Respiratory Disease Outcomes study group; Jevnikar, Zala; Ostling, Jorgen; Ax, Elisabeth; Calven, Jenny; Kristofer, Thorn; Israelsson, Elisabeth; Oberg, Lisa; Singhania, Akul; Lau, Laurie C.K.; Wilson, Susan J.; Ward, Jonathan A.; Chauhan, Anoop; Sousa, Ana R.; DeMeulder, Bertrand; Loza, Matthew J.; Baribaud, Frederic; Sterk, Peter J.; Chung, Kian Fan; Sun, Kai; Guo, Yike; Adcock, Ian M.; Payne, Debbie; Dahlen, Barbro; Chanez, Pascal; Shaw, Dominick E.; Krug, Norbert; Hohlfeld, Jens M.; Sandstrom, Thomas; Djukanovic, Ratko; James, Anna; Hinks, Timothy S.C.; Howarth, Peter H.; Vaarala, Outi; van Geest, Marleen; Olsson, Henric

Explanations by arbitrated argumentative dispute

Expert Systems with Applications, v. 127, August 2019, p. 141-156
Čyras, Kristijonas; Birch, David; Guo, Yike; Toni, Francesca; Dulay, Rajvinder; Turvey, Sally; Greenberg, Daniel; Hapuarachchi, Tharindi

Front-line treatment of ceritinib improves efficacy over crizotinib for Asian patients with anaplastic lymphoma kinase fusion NSCLC: The role of systemic progression control

Thoracic Cancer, v. 10, (12), December 2019, p. 2274-2281
Huang, Shih-Hao; Huang, Allen Chung-Cheng; Wang, Chin-Chou; Chang, Wen-Chen; Liu, Chien-Ying; Pavlidis, Stelios; Ko, Ho-Wen; Chung, Fu-Tsai; Hsu, Ping-Chih; Guo, Yike; Kuo, Chih-Hsi Scott; Yang, Cheng-Ta

Generalised regression hypothesis induction for energy consumption forecasting

Energies, v. 12, (6), March 2019, article number 1069
Rueda, R.; Cuéllar, M.P.; Molina-Solana, M.; Guo, Yike; Pegalajar, M.C.

Hierarchical attention based long short-term memory for Chinese lyric generation

Applied Intelligence, v. 49, (1), January 2019, p. 44-52
Wu, Xing; Du, Zhikang; Guo, Yike; Fujita, Hamido

I_MDS: An inflammatory bowel disease molecular activity score to classify patients with differing disease-driving pathways and therapeutic response to anti-TNF treatment

PLoS Computational Biology, v. 15, (4), April 2019, article number e1006951
Pavlidis, Stelios; Monast, Calixte; Loza, Matthew J.; Branigan, Patrick; Chung, Kiang F.; Adcock, Ian M.; Guo, Yike; Rowe, Anthony; Baribaud, Frederic

IL-17–high asthma with features of a psoriasis immunophenotype

Journal of Allergy and Clinical Immunology, v. 144, (5), November 2019, p. 1198-1213
U-BIOPRED Study Group; Ostling, Jorgen; van Geest, Marleen; Schofield, James P.R.; Jevnikar, Zala; Wilson, Susan; Ward, Jonathan; Lutter, Rene; Shaw, Dominick E.; Bakke, Per S.; Caruso, Massimo; Dahlen, Sven-Erik; Fowler, Stephen J.; Horvath, IIdiko; Krug, Norbert; Montuschi, Paolo; Sanak, Marek; Sandstrom,Thomas; Sun, Kai; Pandis, Ioannis; Auffray, Charles; Sousa, Ana R.; Guo, Yike; Adcock, Ian M.; Howarth, Peter; Chung, Kian Fan; Bigler, Jeanette; Sterk, Peter J.; Skipp, Paul J.; Djukanovic, Ratko; Vaarala, Outi

Model error correction in data assimilation by integrating neural networks

Big Data Mining and Analytics, v. 2, (2), June 2019, article number 8665726, p. 83-91
Zhu, Jiangcheng; Hu, Shuang; Arcucci, Rossella; Xu, Chao; Zhu, Jihong; Guo, Yike

Moderate-to-severe asthma in individuals of European ancestry: a genome-wide association study

The Lancet Respiratory Medicine, v. 7, (1), January 2019, p. 20-34
Shrine, Nick; Portelli, Michael A.; John, Catherine; Soler Artigas, Maria; Bennett, Neil; Hall, Robert; Lewis, Jon; Henry, Amanda P.; Billington, Charlotte K.; Ahmad, Azaz; Packer, Richard J.; Shaw, Dominick; Pogson, Zara E.K.; Fogarty, Andrew; McKeever, Tricia M.; Singapuri, Amisha; Heaney, Liam G.; Mansur, Adel H.; Chaudhuri, Rekha; Thomson, Neil C.; Holloway, John W.; Lockett, Gabrielle A.; Howarth, Peter H.; Djukanovic, Ratko; Hankinson, Jenny; Niven, Robert; Simpson, Angela; Chung, Kian Fan; Sterk, P.eter J.; Blakey, John D.; Adcock, Ian M.; Hu, Sile; Guo, Yike; Obeidat, Maen; Sin, Don D.; van den Berge, Maarten; Nickle, David C.; Bossé, Yohan; Tobin, Martin D.; Hall, Ian P.; Brightling, Christopher E.; Wain, Louise V.; Sayers, Ian

Multi-distribution characteristics based Chinese entity synonym extraction from the web

International Journal of Intelligent Information Technologies, v. 15, (3), 2019, p. 42-63
Ma, Xiuxia; Luo, Xiangfeng; Huang, Subin; Guo, Yike

Navigating the disease landscape: Knowledge representations for contextualizing molecular signatures

Briefings in Bioinformatics, v. 20, (2), March 2019, p. 609-623
Saqi, Mansoor; Lysenko, Artem; Guo, Yike; Tsunoda, Tatsuhiko; Auffray, Charles

Not All Lies Are Equal. A Study into the Engineering of Political Misinformation in the 2016 US Presidential Election

IEEE Access, v. 7, 2019, p. 126305-126314
Oehmichen, Axel; Hua, Kevin; Lopez, Julio Amador Diaz; Molina-Solana, Miguel; Gomez-Romero, Juan; Guo, Yike

Optimal reduced space for Variational Data Assimilation

Journal of Computational Physics, v. 379, February 2019, p. 51-69
Arcucci, Rossella; Mottet, Laetitia; Pain, Christopher; Guo, Yike

PlatformTM, a standards-based data custodianship platform for translational medicine research

Scientific Data, v. 6, (1), December 2019, article number 149
Emam, Ibrahim; Elyasigomari, Vahid; Matthews, Alex; Pavlidis, Stelios; Rocca-Serra, Philippe; Guitton, Florian; Verbeeck, Denny; Grainger, Lucinda; Borgogni, Erica; Del Giudice, Giuseppe; Saqi, Mansoor; Houston, Paul; Guo, Yike

Prior EGFR-TKI Treatment in EGFR-Mutated NSCLC Affects the Allele Frequency Fraction of Acquired T790M and the Subsequent Efficacy of Osimertinib

Targeted Oncology, v. 14, (4), August 2019, p. 433-440
Kuo, Chih-Hsi Scott; Huang, Chi-Hsien; Liu, Chien-Ying; Pavlidis, Stelios; Ko, Ho-Wen; Chung, Fu-Tsai; Lin, Tin-Yu; Wang, Chih-Liang; Guo, Yike; Yang, Cheng-Ta

Stratification of asthma phenotypes by airway proteomic signatures

Journal of Allergy and Clinical Immunology, v. 144, (1), July 2019, p. 70-82
U-BIOPRED Study Group; Schofield, James P.R.; Burg, Dominic; Nicholas, Ben; Strazzeri, Fabio; Brandsma, Joost; Staykova, Doroteya; Folisi, Caterina; Bansal, Aruna T.; Xian, Yang; Guo, Yike; Rowe, Anthony; Corfield, Julie; Wilson, Susan; Ward, Jonathan; Lutter, Rene; Shaw, Dominick, E.; Bakke, Per S.; Caruso, Massimo; Dahlen, Sven-Erik; Fowler, Stephen J.; Horvath, Ildiko; Howarth, Peter; Krug, Norbert; Montuschi, Paolo; Sanak, Marek; Sandstrom, Thomas; Sun, Kai; Pandis, Ioannis; Riley, John; Auffray, Charles; De Meulder, Bertrand; Lefaudeux, Diane; Sousa, Ana R.; Adcock, Ian M.; Chung, Kian Fan; Sterk, Peter J.; Skipp, Paul J.; Djukanovic, Ratko

Study on the factors affecting solid solubility in binary alloys: An exploration by Machine Learning

Journal of Alloys and Compounds, v. 782, April 2019, p. 110-118
Li, Shengzhou; Zhang, Huiran; Dai, Dongbo; Ding, Guangtai; Wei, Xiao; Guo, Yike

Temporal sustainability efficiency analysis of urban areas via Data Envelopment Analysis and the hypervolume indicator: Application to London boroughs

Journal of Cleaner Production, v. 239, December 2019, article number 117839
Pozo, C.; Limleamthong, P.; Guo, Yike; Green, T.; Shah, N.; Acha, S.; Sawas, A.; Wu, C.; Siegert, M.; Guillén-Gosálbez, G.

TeraVR empowers precise reconstruction of complete 3-D neuronal morphology in the whole brain

Nature Communications, v. 10, (1), August 2019, article number 3474
Wang, Yimin; Li, Qi; Liu, Lijuan; Zhou, Zhi; Ruan, Zongcai; Kong, Lingsheng; Li, Yaoyao; Wang, Yun; Zhong, Ning; Chai, Renjie; Luo, Xiangfeng; Guo, Yike; Hawrylycz, Michael; Luo, Qingming; Gu, Zhongze; Xie, Wei; Zeng, Hongkui; Peng, Hanchuan

Treatable traits in the European U-BIOPRED adult asthma cohorts

Allergy: European Journal of Allergy and Clinical Immunology, v. 74, (2), February 2019, p. 406-411
U-BIOPRED Study Group; Simpson, Andrew J.; Hekking, Pieter-Paul; Fleming, Louise J.; Roberts, Graham; Riley, John H.; Bates, Stewart; Sousa, Ana R.; Bansal, Aruna T.; Pandis, Ioannis; Sun, Kai; Bakke, Per S.; Caruso, Massimo; Dahlen, Sven-Erik; Horvath, Ildiko; Krug, Norbert; Montuschi, Paolo; Sandstrom, Thomas; Singer, Florian; Adcock, Ian M.; Wagers, Scott S.; Djukanovic, Ratko; Chung, Kian Fan; Sterk, Peter J.; Fowler, Stephen J.; Guo, Yike

踏踏实实地研究人工智能

自然雜志=Chinese Journal of Nature, v. 2, April 2019, p. 79-84
郭毅可
Conference paper 19

Blockchain-based Personal Data Management: From Fiction to Solution

IEEE 18th International Symposium on Network Computing and Applications, NCA 2019 / IEEE. Piscataway, NJ : IEEE, 2019, p. 33-40, Article number 8935049
Truong, Nguyen B.; Sun, Kai; Guo, Yike

Compositional Microservices for Immersive Social Visual Analytics

Proceedings of the International Conference on Information Visualisation, v. 2019, July 2019, article number 8811902, p. 216-223
Fernando, Senaka; Birch, David; Molina-Solana, Miguel; McIlwraith, Douglas; Guo, Yike

Conditional image synthesis using stacked auxiliary classifier generative adversarial networks

Advances in Intelligent Systems and Computing, v. 887, 2019, p. 423-433
Yao, Zhongwei; Dong, Hao; Liu, Fangde; Guo, Yike

Data assimilation for parameter estimation in economic modelling

Proceedings - 15th International Conference on Signal Image Technology and Internet Based Systems, SISITS 2019 / IEEE. Piscataway, NJ : IEEE, 2019, p. 649-656, Article number 9067880
Nadler, Philip; Arcucci, Rossella; Guo, Yike

Generative creativity: Adversarial learning for bionic design

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11729 LNCS, 2019, p. 525-536
Yu, Simiao; Dong, Hao; Wang, Pan; Wu, Chao; Guo, Yike

Human-in-the-loop design with machine learning

Proceedings of the International Conference on Engineering Design, ICED, v. 2019, August 2019, p. 2577-2586
Wang, Pan; Peng, Danlin; Li, Ling; Chen, Liuqing; Wu, Chao; Wang, Xiaoyi; Childs, Peter; Guo, Yike

Hybrid data assimilation: An ensemble-variational approach

Proceedings - 15th International Conference on Signal Image Technology and Internet Based Systems, SISITS 2019 / IEEE. Piscataway, NJ : IEEE, 2019, p. 633-640, Article number 9067943
Lim, Edward M.; Molina Solana, Miguel; Pain, Christopher; Guo, Yike; Arcucci, Rossella

Identity authentication on mobile devices using face verification and ID image recognition

Procedia Computer Science, v. 162, November 2019, p. 932-939
Wu, Xing; Xu, Jianxing; Wang, Jianjia; Li, Yufeng; Li, Weimin; Guo, Yike

Improved accuracy stock price change prediction model using trading volume

Advances in Intelligent Systems and Computing, v. 886, 2019, p. 541-548
Wei, Zhen; Wu, Chao; Guo, Yike; Yao, Zhongwei

Integrated Multi-omics Analysis Using Variational Autoencoders: Application to Pan-cancer Classification

Proceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019 / IEEE. Piscataway, NJ : IEEE, 2019, p. 765-769, Article number 8983228
Zhang, Xiaoyu; Zhang, Jingqing; Sun, Kai; Yang, Xian; Dai, Chengliang; Guo, Yike

Integrating semantic knowledge to tackle zero-shot text classification

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 / Association for Computational Linguistics. Minneapolis, Minnesota : Association for Computational Linguistics, 2019, p. 1031-1041
Zhang, Jingqing; Lertvittayakumjorn, Piyawat; Guo, Yike

Multi-domain and sub-role oriented software architecture for managing scientific big data

Communications in Computer and Information Science, v. 911, 2019, p. 111-122
Sun, Qi; Liu, Yue; Tian, Wenjie; Guo, Yike; Lu, Jiawei

Scalable Weak Constraint Gaussian Processes

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11539 LNCS, 2019, p. 111-125
Arcucci, Rossella; McIlwraith, Douglas; Guo, Yike

Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11765 LNCS, 2019, p. 541-549
Bai, Wenjia; Chen, Chen; Tarroni, Giacomo; Duan, Jinming; Guitton, Florian; Petersen, Steffen E.; Guo, Yike; Matthews, Paul M.; Rueckert, Daniel

SIMGAN: Photo-Realistic Semantic Image Manipulation Using Generative Adversarial Networks

Proceedings - International Conference on Image Processing, ICIP, v. 2019, September 2019, article number 8804285, p. 734-738
Yu, Simiao; Dong, Hao; Liang, Felix; Mo, Yuanhan; Wu, Chao; Guo, Yike

The collaborative strategy of multiple USVs with deep reinforcement learning method

Frontiers in Artificial Intelligence and Applications, v. 318, August 2019, p. 159-175
Wu, Xing; Zhong, Mingyu; Feng, Guofei; Xie, Shaorong; Guo, Yike

Transfer learning from partial annotations for whole brain segmentation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11795 LNCS, 2019, p. 199-206
Dai, Chengliang; Mo, Yuanhan; Angelini, Elsa; Guo, Yike; Bai, Wenjia

UMDISW: A Universal Multi-Domain Intelligent Scientific Workflow Framework for the Whole Life Cycle of Scientific Data

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11459 LNCS, 2019, p. 159-171
Sun, Qi; Liu, Yue; Tian, Wenjie; Guo, Yike; Li, Bocheng

Unsupervised Annotation of Phenotypic Abnormalities via Semantic Latent Representations on Electronic Health Records

Proceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019 / IEEE. Piscataway, NJ : IEEE, 2019, p. 598-603, Article number 8983253
Zhang, Jingqing; Zhang, Xiaoyu; Sun, Kai; Yang, Xian; Dai, Chengliang; Guo, Yike
Article 23

A computational framework for complex disease stratification from multiple large-scale datasets

BMC Systems Biology, v. 12, (1), May 2018, article number 60
The U-BIOPRED Study Group and the eTRIKS Consortium; de Meulder, Bertrand; Guo, Yike; Auffray, Charles

A novel community detection algorithm based on simplification of complex networks

Knowledge-Based Systems, v. 143, 1 March 2018, p. 58-64
Bai, Liang; Liang, Jiye; Du, Hangyuan; Guo, Yike

A visual attention-based keyword extraction for document classification

Multimedia Tools and Applications, v. 77, (19), October 2018, p. 25355-25367
Wu, Xing; Du, Zhikang; Guo, Yike

An Ensemble Clusterer of Multiple Fuzzy k-Means Clusterings to Recognize Arbitrarily Shaped Clusters

IEEE Transactions on Fuzzy Systems, v. 26, (6), December 2018, article number 8357936, p. 3524-3533
Bai, Liang; Liang, Jiye; Guo, Yike

Crowdsourcing with online quantitative design analysis

Advanced Engineering Informatics, v. 38, October 2018, p. 242-251
Birch, David; Simondetti, Alvise; Guo, Yike

DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction

IEEE Transactions on Medical Imaging, v. 37, (6), June 2018, article number 8233175, p. 1310-1321
Yang, Guang; Yu, Simiao; Dong, Hao; Slabaugh, Greg; Dragotti, Pier Luigi; Ye, Xujiong; Liu, Fangde; Arridge, Simon; Keegan, Jennifer; Guo, Yike; Firmin, David

Deep unfolded IRLS-ADMM network for classification and sparse feature selection

International Journal of Machine Learning and Computing, v. 8, (3), June 2018, p. 241-251
Yang, Xian; Guo, Yike

Dropping activation outputs with localized first-layer deep network for enhancing user privacy and data security

IEEE Transactions on Information Forensics and Security, v. 13, (3), March 2018, article number 8070331, p. 662-670
Dong, Hao; Wu, Chao; Wei, Zhen; Guo, Yike

Effective variational data assimilation in air-pollution prediction

Big Data Mining and Analytics, v. 1, (4), December 2018, p. 297-307
Arcucci, Rossella; Pain, Christopher; Guo, Yike

Impact of prolonged and early bevacizumab treatment on the overall survival of EGFR-mutant and EGFR-wild type nonsquamous non-small cell lung cancer

Thoracic Cancer, v. 9, (12), December 2018, p. 1648-1655
Huang, Yu-Chen; Shen, Shih-Min; Liu, Chien-Ying; Pavlidis, Stelios; Wang, Chih-Liang; Ko, How-Wen; Chung, Fu-Tsai; Lin, Tin-Yu; Feng, Po-Hao; Lee, Kang-Yun; Guo, Yike; Yang, Cheng-Ta; Kuo, Chih-Hsi Scott

Lipid phenotyping of lung epithelial lining fluid in healthy human volunteers

Metabolomics, v. 14, (10), October 2018, article number 123
The U-BIOPRED Study Group; Brandsma, Joost; Goss, Victoria M.; Yang, Xian; Bakke, Per S.; Caruso, Massimo; Chanez, Pascal; Dahlén, Sven-Erik; Fowler, Stephen J.; Horvath, Ildiko; Krug, Norbert; Montuschi, Paolo; Sanak, Marek; Sandström, Thomas; Shaw, Dominick E.; Chung, Kian Fan; Singer, Florian; Fleming, Louise J.; Sousa, Ana R.; Pandis, Ioannis; Bansal, Aruna T.; Sterk, Peter J.; Djukanović, Ratko; Postle, Anthony D.; Guo, Yike

Mixed Neural Network Approach for Temporal Sleep Stage Classification

IEEE Transactions on Neural Systems and Rehabilitation Engineering, v. 26, (2), February 2018, article number 7995122, p. 324-333
Dong, Hao; Supratak, Akara; Pan, Wei; Wu, Chao; Matthews, Paul M.; Guo, Yike

Model identification of reduced order fluid dynamics systems using deep learning

International Journal for Numerical Methods in Fluids, v. 86, (4), February 2018, p. 255-268
Wang, Z.; Xiao, D.; Fang, F.; Govindan, R.; Pain, C.C.; Guo, Yike

Pathway discovery using transcriptomic profiles in adult-onset severe asthma

Journal of Allergy and Clinical Immunology, v. 141, (4), April 2018, p. 1280-1290
U-BIOPRED Study Group; Hekking, Pieter-Paul; Guo, Yike; Sterk, Peter J.

Remote monitoring in the home validates clinical gait measures for multiple sclerosis

Frontiers in Neurology, v. 9, July 2018, article number 561
Supratak, Akara; Datta, Gourab; Gafson, Arie R.; Nicholas, Richard; Guo, Yike; Matthews, Paul M.

Sputum proteomics and airway cell transcripts of current and ex-smokers with severe asthma in U-BIOPRED: An exploratory analysis

European Respiratory Journal, v. 51, (5), May 2018, article number 1702173
U-BIOPRED study group; Takahashi, Kentaro; Guo, Yike; Chung, Kian Fan

Sputum transcriptomics reveal upregulation of IL-1 receptor family members in patients with severe asthma

Journal of Allergy and Clinical Immunology, v. 141, (2), February 2018, p. 560-570
U-BIOPRED Consortia Project Team; Rossios, C.; Pavlidis, S.; Hoda, U.; Kuo, C.-H.; Wiegman, C.; Russell, K.; Sun, K.; Loza, M.J.; Baribaud, F.; Durham, A.L.; Ojo, O.; Lutter, R.; Rowe, A.; Bansal, A.; Auffray, C.; Sousa, A.; Corfield, J.; Djukanovic, R.; Guo, Yike; Sterk, P.J.; Chung, K.F.; Adcock, I.M.

TGF-β Signaling Pathways in Different Compartments of the Lower Airways of Patients With Stable COPD

Chest, v. 153, (4), April 2018, p. 851-862
Di Stefano, Antonino; Sangiorgi, Claudia; Gnemmi, Isabella; Casolari, Paolo; Brun, Paola; Ricciardolo, Fabio L.M.; Contoli, Marco; Papi, Alberto; Maniscalco, Pio; Ruggeri, Paolo; Girbino, Giuseppe; Cappello, Francesco; Pavlides, Stelios; Guo, Yike; Chung, Kian Fan; Barnes, Peter J.; Adcock, Ian M.; Balbi, Bruno; Caramori, Gaetano

Towards open data blockchain analytics: A bitcoin perspective

Royal Society Open Science, v. 5, (8), August 2018, article number 180298
McGinn, D.; McIlwraith, D.; Guo, Yike

Unique immune gene expression patterns in bronchoalveolar lavage and tumor adjacent non-neoplastic lung tissue in non-small cell lung cancer

Frontiers in Immunology, v. 9, (FEB), February 2018, article number 232
Kuo, Chih-Hsi Scott; Liu, Chien-Ying; Pavlidis, Stelios; Lo, Yu-Lun; Wang, Yen-Wen; Chen, Chih-Hung; Ko, How-Wen; Chung, Fu-Tsai; Lin, Tin-Yu; Wang, Tsai-Yu; Lee, Kang-Yun; Guo, Yike; Wang, Tzu-Hao; Yang, Cheng-Ta

Using support vector machine on EEG for advertisement impact assessment

Frontiers in Neuroscience, v. 12, (MAR), March 2018, article number 76
Wei, Zhen; Wu, Chao; Wang, Xiaoyi; Supratak, Akara; Wang, Pan; Guo, Yike

Visualizing large knowledge graphs: A performance analysis

Future Generation Computer Systems, v. 89, December 2018, p. 224-238
Gómez-Romero, Juan; Molina-Solana, Miguel; Oehmichen, Axel; Guo, Yike

正态云模型研究回顾与展望

计算机学报=Chinese Journal of Computers, v. 41, (3), March 2018, p. 724-744
杨洁; 王国胤; 刘群; 郭毅可; 刘悦; 淦文燕; 刘玉超
Conference paper 11

A multi tenant computational platform for translational medicine

Proceedings - International Conference on Distributed Computing Systems, v. 2018-July, 2018, p. 1553-1556
Oehmichen, Axel; Guitton, Florian; Agapow, Paul; Emam, Ibrahim; Guo, Yike

Attacking strategy of multiple unmanned surface vehicles based on DAMGWO algorithm

Lecture Notes in Business Information Processing, v. 333, September 2018, p. 135-145
Pu, Juan; Wu, Xing; Guo, Yike; Xie, Shaorong; Pu, Huayan; Peng, Yan

Deep sequence learning with auxiliary information for traffic prediction

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, KDD '18 / Association for Computing Machinery. New York : Association for Computing Machinery, 2018, p. 537-546
Liao, Binbing; McIlwraith, Douglas; Zhang, Jingqing; Chen, Tong; Wu, Chao; Yang, Shengwen; Guo, Yike; Wu, Fei

Dest-resnet: A deep spatiotemporal residual network for hotspot traffic speed prediction

MM '18: Proceedings of the 26th ACM international conference on Multimedia / Association for Computing Machinery. New York : Association for Computing Machinery, 2018, p. 1883-1891
Liao, Binbing; Zhang, Jingqing; Cai, Ming; Tang, Siliang; Gao, Yifan; Wu, Chao; Yang, Shengwen; Zhu, Wenwu; Guo, Yike; Wu, Fei

Enhancing feature correlation for bi-modal group emotion recognition

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11165 LNCS, September 2018, p. 24-34
Liu, Ningjie; Fang, Yuchun; Guo, Yike

I2T2I: Learning text to image synthesis with textual data augmentation

Proceedings - International Conference on Image Processing, ICIP, v. 2017-September, February 2018, article number 8296635, p. 2015-2019
Dong, Hao; Zhang, Jingqing; McIlwraith, Douglas; Guo, Yike

Multiple feature fusion for automatic emotion recognition using EEG signals

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2018-April, September 2018, article number 8462518, p. 896-900
Liu, Ningjie; Fang, Yuchun; Li, Ling; Hou, Limin; Yang, Fenglei; Guo, Yike

Real-time Quality Prediction of Casting Billet Based on Random Forest Algorithm

Proceedings of the 2018 IEEE International Conference on Progress in Informatics and Computing, PIC 2018 / IEEE. Piscataway, NJ : IEEE, 2018, p. 140-143, Article number 8706306
Ye, Xueming; Wu, Xu; Guo, Yike

Text-to-image synthesis via visual-memory creative adversarial network

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11166 LNCS, September 2018, p. 417-427
Zhang, Shengyu; Dong, Hao; Hu, Wei; Guo, Yike; Wu, Chao; Xie, Di; Wu, Fei

The Deep Poincaré Map: A Novel Approach for Left Ventricle Segmentation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11073 LNCS, September 2018, p. 561-568
Mo, Yuanhan; Liu, Fangde; McIlwraith, Douglas; Yang, Guang; Zhang, Jingqing; He, Taigang; Guo, Yike

The multiple unmanned surface vehicles cooperative defense based on PM-PSO and GA-PSO in the sophisticated sea environment

Frontiers in Artificial Intelligence and Applications, v. 303, September 2018, p. 801-809
Liu, Yuan; Wu, Xing; Guo, Yike; Xie, Shaorong; Pu, Huayan; Peng, Yan
Article 15

A disease risk model for health data

Journal of Medical Imaging and Health Informatics, v. 7, (3), June 2017, p. 536-541
Xie, Jiang; Liu, Yan; Zhou, Zhonghua; Wang, Ruyi; Kong, Yanyan; Guo, Yike; Zhang, Wu

A Transcriptome-driven Analysis of Epithelial Brushings and Bronchial Biopsies to Define Asthma Phenotypes in U-BIOPRED

American Journal of Respiratory and Critical Care Medicine, v. 195, (4), February 2017, p. 443-455
U-BIOPRED Project Team; Kuo, Chih-Hsi Scott; Guo, Yike; Chung, Kian Fan

A visual analytics approach for station-based air quality data

Sensors, v. 17, (1), January 2017, article number 30
Du, Yi; Ma, Cuixia; Wu, Chao; Xu, Xiaowei; Guo, Yike; Zhou, Yuanchun; Li, Jianhui

DeepSleepNet: A model for automatic sleep stage scoring based on raw single-channel EEG

IEEE Transactions on Neural Systems and Rehabilitation Engineering, v. 25, (11), November 2017, article number 7961240, p. 1998-2008
Supratak, Akara; Dong, Hao; Wu, Chao; Guo, Yike

Discover semantic topics in patents within a specific domain

Journal of Web Engineering, v. 16, (7-8), December 2017, p. 653-675
Ma, Wen; Luo, Xiangfeng; Xuan, Junyu; Xue, Ruirong; Guo, Yike

Fast density clustering strategies based on the k-means algorithm

Pattern Recognition, v. 71, November 2017, p. 375-386
Bai, Liang; Cheng, Xueqi; Liang, Jiye; Shen, Huawei; Guo, Yike

Fast graph clustering with a new description model for community detection

Information Sciences, v. 388-389, May 2017, p. 37-47
Bai, Liang; Cheng, Xueqi; Liang, Jiye; Guo, Yike

Improving data exploration in graphs with fuzzy logic and large-scale visualisation

Applied Soft Computing Journal, v. 53, April 2017, p. 227-235
Molina-Solana, Miguel; Birch, David; Guo, Yike

Inferring functional connectivity in fMRI using minimum partial correlation

International Journal of Automation and Computing, v. 14, (4), August 2017, p. 371-385
Nie, Lei; Yang, Xian; Matthews, Paul M.; Xu, Zhi-Wei; Guo, Yike

Small bowel motility assessment based on fully convolutional networks and long short-term memory

Knowledge-Based Systems, v. 121, April 2017, p. 163-172
Pei, Mengqi; Wu, Xing; Guo, Yike; Fujita, Hamido

Sparse Bayesian classification and feature selection for biological expression data with high correlations

PLoS ONE, v. 12, (12), December 2017, article number e0189541
Yang, Xian; Pan, Wei; Guo, Yike

T-helper cell type 2 (Th2) and non-Th2 molecular phenotypes of asthma using sputum transcriptomics in U-BIOPRED

European Respiratory Journal, v. 49, (2), February 2017, article number 1602135
U-BIOPRED Study Group; Kuo, Chih-Hsi Scott; Pavlidis, Stelios; Loza, Matthew; Baribaud, Fred; Rowe, Anthony; Pandis, Iaonnis; Sousa, Ana; Corfield, Julie; Djukanovic, Ratko; Lutter, Rene; Sterk, Peter J.; Auffray, Charles; Guo, Yike; Adcock, Ian M.; Chung, Kian Fan

Transcriptomic gene signatures associated with persistent airflow limitation in patients with severe asthma

European Respiratory Journal, v. 50, (3), September 2017, article number 1602298
U-BIOPRED Study Group; Hekking, Pieter-Paul; Guo, Yike; Sterk, Peter J.

tranSMART-XNAT Connector tranSMART-XNAT connector - Image selection based on clinical phenotypes and genetic profiles

Bioinformatics, v. 33, (5), March 2017, p. 787-788
He, Sijin; Yong, May; Matthews, Paul M.; Guo, Yike

U-BIOPRED clinical adult asthma clusters linked to a subset of sputum omics

Journal of Allergy and Clinical Immunology, v. 139, (6), June 2017, p. 1797-1807
U-BIOPRED Study Group; Lefaudeux, Diane; Guo, Yike; Chung, Kian Fan
Conference paper 8

Automatic brain tumor detection and segmentation using U-net based fully convolutional networks

Communications in Computer and Information Science, v. 723, June 2017, p. 506-517
Dong, Hao; Yang, Guang; Liu, Fangde; Mo, Yuanhan; Guo, Yike

ETRIKS analytical environment: A modular high performance framework for medical data analysis

Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017, v. 2018-January, December 2017, article number 8257945, p. 353-360
Oehmichen, Axel; Guitton, Florian; Sun, Kai; Grizet, Jean; Heinis, Thomas; Guo, Yike

Exploratory analysis of big social data using MIC/MINE statistics

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10540 LNCS, September 2017, p. 513-526
Lertvittayakumjorn, Piyawat; Wu, Chao; Liu, Yue; Mi, Hong; Guo, Yike

Semantic Image Synthesis via Adversarial Learning

Proceedings of the IEEE International Conference on Computer Vision, v. 2017-October, December 2017, article number 8237870, p. 5707-5715
Dong, Hao; Yu, Simiao; Wu, Chao; Guo, Yike

TensorLayer: A versatile library for efficient deep learning development

MM 2017 - Proceedings of the 2017 ACM Multimedia Conference / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2017, p. 1201-1204
Dong, Hao; Supratak, Akara; Mai, Luo; Liu, Fangde; Oehmichen, Axel; Yu, Simiao; Guo, Yike

The combat of unmanned surface vehicles based on wolves attack

Frontiers in Artificial Intelligence and Applications, v. 297, September 2017, p. 794-805
Pu, Juan; Wu, Xing; Guo, Yike; Xie, Shaorong; Pu, Huayan; Peng, Yan

The cooperative defense strategy by multi-USVs

Frontiers in Artificial Intelligence and Applications, v. 297, September 2017, p. 806-814
Liu, Yuan; Wu, Xing; Guo, Yike; Xie, Shaorong; Pu, Huayan; Peng, Yan

The cooperative defense system by team of USVs in complicated sea environment

Frontiers in Artificial Intelligence and Applications, v. 297, September 2017, p. 815-823
Wu, Xing; Liu, Yuan; Guo, Yike; Xie, Shaorong; Pu, Huayan; Peng, Yan
Article 12

A Coarse-Grained Reconfigurable Architecture for Compute-Intensive MapReduce Acceleration

IEEE Computer Architecture Letters, v. 15, (2), July-December 2016, article number 7163277, p. 69-72
Liang, Shuang; Yin, Shouyi; Liu, Leibo; Guo, Yike; Wei, Shaojun

Automatic Sleep Stage Scoring Using Time-Frequency Analysis and Stacked Sparse Autoencoders

Annals of Biomedical Engineering, v. 44, (5), May 2016, p. 1587-1597
Tsinalis, Orestis; Matthews, Paul M.; Guo, Yike

CGDM: Collaborative genomic data model for molecular profiling data using NoSQL

Bioinformatics, v. 32, (23), December 2016, p. 3654-3660
Wang, Shicai; Mares, Mihaela A.; Guo, Yike

Enabling virtual sensing as a service

Informatics, v. 3, (2), March 2016, article number 3
Li, Yang; Pandis, Ioannis; Guo, Yike

Inferring Individual-Level Variations in the Functional Parcellation of the Cerebral Cortex

IEEE Transactions on Biomedical Engineering, v. 63, (12), December 2016, article number 7473923, p. 2505-2517
Nie, Lei; Matthews, Paul M.; Guo, Yike

Making sense of big data in health research: Towards an EU action plan

Genome Medicine, v. 8, (1), June 2016, article number 71
Auffray, Charles; Balling, Rudi; Guo, Yike; Zanetti, Gianluigi

Severe asthma exists despite suppressed tissue inflammation: findings of the U-BIOPRED study

European Respiratory Journal, v. 48, (5), November 2016, p. 1307-1319
U-BIOPRED Study Group; Wilson, Susan J.; Guo, Yike; Howarth, Peter H.

Visualizing Dynamic Bitcoin Transaction Patterns

Big Data, v. 4, (2), June 2016, p. 109-119
McGinn, Dan; Birch, David; Akroyd, David; Molina-Solana, Miguel; Guo, Yike; Knottenbelt, William J.

Wiki-Health: From Quantified Self to Self-Understanding

Future Generation Computer Systems, v. 56, March 2016, p. 333-359
Li, Yang; Guo, Yike

为科学服务的大数据

中国科学院院刊=Bulletin of Chinese Academy of Sciences, v. 6, June 2016, p. 599-607
郭毅可; 潘为; 于思淼; 吴超; 王世才

精确医学与大数据

上海大学学报(自然科学版)=Journal of Shanghai University(Natural Science Edition), v. 1, February 2016, p. 17-27
郭毅可; 杨氙

走好我们的大数据之路

上海大学学报(自然科学版)=Journal of Shanghai University(Natural Science Edition), v. 1, February 2016, p. 1-2
郭毅可
Book chapter 1

Survey on Feature Extraction and Applications of Biosignals

Machine Learning for Health Informatics: State-of-the-Art and Future Challenges / Edited by Andreas Holzinger. Cham, Switzerland : Springer, 2016, p. 161-182, Book series: Lecture Notes in Computer Science, v. 9605
Supratak, Akara; Wu, Chao; Dong, Hao; Sun, Kai; Guo, Yike
Conference paper 4

A new soft material based in-the-ear EEG recording technique

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, v. 2016-October, October 2016, article number 7592023, p. 5709-5712
Dong, Hao; Matthews, Paul M.; Guo, Yike

Generating computational taxonomy for business models of the digital economy

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9645, April 2016, p. 126-133
Wu, Chao; Cai, Yi; Zhao, Mei; Huang, Songping; Guo, Yike

Parameter estimation for gene regulatory networks: A two-stage MCMC Bayesian approach

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, v. 2016-October, October 2016, article number 7590988, p. 1476-1479
Xue, Niannan; Pan, Wei; Guo, Yike

Resampling-based variable selection with lasso for p >> n and partially linear models

Proceedings - 2015 IEEE 14th International Conference on Machine Learning and Applications, ICMLA 2015 / IEEE. Piscataway, NJ : IEEE, 2015, p. 1076-1082, article number 7424463
Mares, Mihaela A.; Guo, Yike
Article 4

Clinical and inflammatory characteristics of the European U-BIOPRED adult severe asthma cohort

European Respiratory Journal, v. 46, (5), November 2015, p. 1308-1321
U-BIOPRED Study Group; Shaw, Dominick E.; Guo, Yike; Chung, Kian Fan

Fast traffic sign recognition with a rotation invariant binary pattern based feature

Sensors, v. 15, (1), January 2015, p. 2161-2180
Yin, Shouyi; Ouyang, Peng; Liu, Leibo; Guo, Yike; Wei, Shaojun

WikiSensing:从大数据到数据产品

计算机科学与探索=Journal of Frontiers of Computer Science and Technology, v. 10, September 2014, p. 1195-1208
吴超; 李骏翔; Silva, Dilshan; Birch, David; Tsinalis, Orestis; 李漾; 严舒琳; 马娅婕; 郭毅可

沟通天地 融合东西:论现代科学和国学的融通

中国高教研究=China Higher Education Research, v. 6, June 2015, p. 12-16
郭方中; 郭毅可
Conference paper 6

Brain Informatics and Health: 8th International Conference, BIH 2015, London, UK, August 30 - September 2, 2015: Proceedings

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9250, August 2015, p. 1-459
Guo, Yike; Friston, Karl; Faisal, Aldo; Hill, Sean; Peng, Hanchuan

Cooperatively managing dynamic writeback and insertion policies in a last-level DRAM cache

Proceedings -Design, Automation and Test in Europe, DATE, v. 2015-April, April 2015, article number 7092380, p. 187-192
Yin, Shouyi; Li, Jiakun; Liu, Leibo; Wei, Shaojun; Guo, Yike

Joint affine transformation and loop pipelining for mapping nested loop on CGRAs

Proceedings -Design, Automation and Test in Europe, DATE, v. 2015-April, April 2015 , article number 7092368, p. 115-120
Yin, Shouyi; Liu, Dajiang; Liu, Leibo; Wei, Shaojun; Guo, Yike

Minimum partial correlation: An accurate and parameter-free measure of functional connectivity in fMRI

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9250, August 2015, p. 125-134
Nie, Lei; Yang, Xian; Matthews, Paul M.; Xu, Zhiwei; Guo, Yike

Optimising bootstrapping algorithms using R and Hadoop

Proceedings - 2015 IEEE 35th International Conference on Distributed Computing Systems Workshops, ICDCSW 2015 / IEEE. Piscataway, NJ : IEEE, 2015, p. 148-154
Wang, Shicai; Mares, Mihaela A.; Guo, Yike

The critical regularization value: Incorporating spatial smoothness to enhance signal detection in highly noisy fMRI data

International IEEE/EMBS Conference on Neural Engineering, NER, v. 2015-July, July 2015, article number 7146814, p. 1076-1079
Yang, Xian; Nie, Lei; Matthews, Paul M.; Tomassini, Valentina; Xu, Zhiwei; Guo, Yike
Article 9

An iterative parameter estimation method for biological systems and its parallel implementation

Concurrency and Computation: Practice and Experience, v. 26, (6), April 2014, p. 1249-1267
Yang, Xian; Guo, Yike; Guo, Li

Cloud computing in e-Science: Research challenges and opportunities

Journal of Supercomputing, v. 70, (1), October 2014, p. 408-464
Yang, Xiaoyu; Wallom, David; Waddington, Simon; Wang, Jianwu; Shaon, Arif; Matthews, Brian; Wilson, Michael; Guo, Yike; Guo, Li; Blower, Jon D.; Vasilakos, Athanasios V.; Liu, Kecheng; Kershaw, Philip

Concinnity: A Generic Platform for Big Sensor Data Applications

IEEE Cloud Computing, v. 1, (2), July 2014, p. 42-50
Wu, Chao; Birch, David; Silva, Dilshan; Lee, Chun-Hsiang; Tsinalis, Orestis; Guo, Yike

DSIMBench: A benchmark for microarray data using R

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8807, November 2014, p. 47-56
Wang, Shicai; Pandis, Ioannis; Emam, Ibrahim; Johnson, David; Guitton, Florian; Oehmichen, Alex; Guo, Yike

Enabling cost-aware and adaptive elasticity of multi-tier cloud applications

Future Generation Computer Systems, v. 32, (1), March 2014, p. 82-98
Han, Rui; Ghanem, Moustafa M.; Guo, Li; Guo, Yike; Osmond, Michelle

Inferring cell-scale signalling networks via compressive sensing

PLoS ONE, v. 9, (4), April 2014, article number e95326
Nie, Lei; Yang, Xian; Adcock, Ian; Xu, Zhiwei; Guo, Yike

Linear Dynamic Sparse Modelling for functional MR imaging

Brain Informatics, v. 1, (1-4), December 2014, p. 11-18
Yan, Shulin; Nie, Lei; Wu, Chao; Guo, Yike

Optimising parallel R correlation matrix calculations on gene expression data using MapReduce

BMC Bioinformatics, v. 15, (1), November 2014, article number 351
Wang, Shicai; Pandis, Ioannis; Johnson, David; Emam, Ibrahim; Guitton, Florian; Oehmichen, Axel; Guo, Yike

Parallel clustering algorithm for large-scale biological data sets

PLoS ONE, v. 9, (4), April 2014, article number e91315
Wang, Minchao; Zhang, Wu; Ding, Wang; Dai, Dongbo; Zhang, Huiran; Xie, Hao; Chen, Luonan; Guo, Yike; Xie, Jiang
Book chapter 3

Elastic application container system: Elastic web applications provisioning

Handbook of Research on Demand-Driven Web Services: Theory, Technologies, and Applications / Edited by Zhaohao Sun and John Yearwood. Hershey, USA : IGI Global, 2014, p. 376-398, Ch. 18
He, Sijin; Guo, Li; Guo, Yike

Elastic application container system: Elastic web applications provisioning

Cloud Technology: Concepts, Methodologies, Tools, and Applications, vol. 2 / Information Resources Management Association (USA). Hershey, USA : IGI Global, 2014, p. 920-942, Ch. 43
He, Sijin; Guo, Li; Guo, Yike

Wiki-health: A big data platform for health sensor data management

Cloud Computing Applications for Quality Health Care Delivery / Edited by Anastasius Moumtzoglou and Anastasia N. Kastania. Hershey, USA : IGI Gobal, 2014, p. 59-77, Ch. 4
Li, Yang; Wu, Chao; Guo, Li; Lee, Chun-Hsiang; Guo, Yike
Conference paper 10

Balancing the stability and predictive performance for multivariate voxel selection in fMRI study

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8609 LNAI, August 2014, p. 90-99
Yan, Shulin; Yang, Xian; Wu, Chao; Zheng, Zhiyun; Guo, Yike

BigData oriented open scalable relational data model

Proceedings - 2014 IEEE International Congress on Big Data, BigData Congress 2014 / IEEE. Piscataway, NJ : IEEE, 2014, p. 398-405, Article number 6906808
Zheng, Zhiyun; Du, Zheng; Li, Lun; Guo, Yike

Building a cloud-based platform for personal health sensor data management

2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014 / IEEE. Piscataway, NJ : IEEE, 2014, p. 223-226, Article number 6864344
Li, Yang; Guo, Li; Wu, Chao; Lee, Chun-Hsiang; Guo, Yike

Creating a chemistry of sciences with big data: Building the data science institute at Imperial College London

BigDataScience '14: Proceedings of the 2014 International Conference on Big Data Science and Computing / Association for Computing Machinery. New York : Association for Computing Machinery, 2014, p. 1-7, article number 13
Guo, Yike; Johnson, David

Enabling health monitoring as a service in the cloud

Proceedings - 2014 IEEE/ACM 7th International Conference on Utility and Cloud Computing, UCC 2014 / IEEE. Piscataway, NJ : IEEE, 2014, p. 127-136, Article number 7027488
Li, Yang; Guo, Li; Guo, Yike

Enabling performance as a service for a cloud storage system

IEEE International Conference on Cloud Computing, CLOUD, v. 2014, December 2014, article number 6973786, p. 554-561
Li, Yang; Guo, Li; Supratak, Akara; Guo, Yike

Feature extraction with stacked autoencoders for epileptic seizure detection

2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014 / IEEE. Piscataway, NJ : IEEE, 2014, p. 4184-4187, Article number 6944546
Supratak, Akara; Li, Ling; Guo, Yike

High dimensional biological data retrieval optimization with NoSQL technology

BMC Genomics, v. 15, (8), November 2014, article number S3
Wang, Shicai; Pandis, Ioannis; Wu, Chao; He, Sijin; Johnson, David; Emam, Ibrahim; Guitton, Florian; Guo, Yike

Integration of sparse Bayesian learning and random subspace for fMRI Multivariate Pattern Analysis

2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014 / IEEE. Piscataway, NJ : IEEE, 2014, p. 1035-1038
Yan, Shulin; Yang, Xian; Wu, Chao; Guo, Yike

Sensor deployment in Bayesian compressive sensing based environmental monitoring

Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST, v. 131, December 2014, p. 37-51
Wu, Chao; Wu, Di; Yan, Shulin; Guo, Yike
Article 6

Biocloud: Cloud computing for biological, genomics, and drug design

BioMed Research International, v. 2013, October 2013, article number 909470
Hsu, Ching-Hsien; Lin, Chun-Yuan; Ouyang, Ming; Guo, Yike

Elastic information management for air pollution monitoring in large-scale M2M sensor networks

International Journal of Distributed Sensor Networks, v. 2013, December 2013, article number 251374
Ma, Yajie; Guo, Yike; Silva, Dilshan; Tsinalis, Orestis; Wu, Chao

Obesity-associated severe asthma represents a distinct clinical phenotype analysis of the british thoracic society diffi cult asthma registry patient cohort according to bmi

Chest, v. 143, (2), February 2013, p. 406-414
Gibeon, David; Batuwita, Kannangara; Osmond, Michelle; Heaney, Liam G.; Brightling, Chris E.; Niven, Rob; Mansur, Adel; Chaudhuri, Rekha; Bucknall, Christine E.; Rowe, Anthony; Guo, Yike; Bhavsar, Pankaj K.; Chung, Kian Fan; Menzies-Gow, Andrew

Techniques to aid the implementation of novel clinical information systems: A systematic review

International Journal of Surgery, v. 11, (9), November 2013, p. 783-791
iHealth Project Team; Kelay, Tanika; Kesavan, Sujatha; Collins, Ruth E.; Kyaw-Tun, Jimmy; Cox, Benita; Bello, Fernando; Kneebone, Roger L.; Sevdalis, Nick; Kitney, R.I.; Dickinson, R.J.; Guo, Yike

中国云计算产业结构和商业模式

上海大学学报(自然科学版)=Journal of Shanghai University(Natural Science Edition), v. 1, February 2013, p. 26-30
周文; 井明洋; 吴辰康; 徐怡秋; 马雯; 郭毅可

云计算中的弹性算法:概要和展望

上海大学学报(自然科学版)=Journal of Shanghai University(Natural Science Edition), v. 1, February 2013, p. 1-4
郭毅可; 韩锐
Book chapter 1

Computational infrastructures for data and knowledge management in systems biology

Systems Biology: Integrative Biology and Simulation Tools / Edited by Aleš Prokop • Béla Csukás. Dordrecht : Springer, 2013, p. 377-397, Ch. 13
Georgatos, Fotis; Ballereau, Stéphane; Pellet, Johann; Ghanem, Moustafa; Price, Nathan; Hood, Leroy; Guo, Yike; Boutigny, Dominique; Auffray, Charles; Balling, Rudi; Schneider, Reinhard
Conference paper 7

An approximation approach to measurement design in the reconstruction of functional MRI sequences

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8211 LNAI, October 2013, p. 115-125
Yan, Shulin; Nie, Lei; Wu, Chao; Guo, Yike

An Efficient and Performance-Aware Big Data Storage System

Communications in Computer and Information Science, v. 367 CCIS, 2013, p. 102-116
Li, Yang; Guo, Li; Guo, Yike

Building a generic platform for big sensor data application

Proceedings - 2013 IEEE International Conference on Big Data, Big Data 2013 / IEEE. Piscataway, NJ : IEEE, 2013, p. 94-102, Article number 6691559
Lee, Chun-Hsiang; Birch, David; Wu, Chao; Silva, Dilshan; Tsinalis, Orestis; Li, Yang; Yan, Shulin; Ghanem, Moustafa; Guo, Yike

Cloud resource monitoring for intrusion detection

Proceedings of 2013 IEEE International Conference on Cloud Computing Technology and Science CloudCom 2013, vol. 2 / IEEE. Piscataway, NJ : IEEE, 2013, p. 281-284, Article number 6735436
He, Sijin; Ghanem, Moustafa; Guo, Li; Guo, Yike

Elastic algorithms for guaranteeing quality monotonicity in big data mining

Proceedings - 2013 IEEE International Conference on Big Data, Big Data 2013 / IEEE. Piscataway, NJ : IEEE, 2013, p. 45-50, Article number 6691553
Han, Rui; Nie, Lei; Ghanem, Moustafa M.; Guo, Yike

Enhanced user data privacy with pay-by-data model

Proceedings - 2013 IEEE International Conference on Big Data, Big Data 2013 / IEEE. Piscataway, NJ : IEEE, 2013, p. 53-57, Article number 6691688
Wu, Chao; Guo, Yike

Research on semantic similarity calculation of linked data based on multiple factors

Proceedings - 2013 IEEE 3rd International Conference on Cloud and Green Computing, CGC 2013 and 2013 IEEE 3rd International Conference on Social Computing and Its Applications, SCA 2013 / IEEE. Piscataway, NJ : IEEE, 2013, p. 358-362, Article number 6686055
Zheng, Zhi-yun; Jia, Li-Mei; Wang, Zhen-fei; Guo, Yike
Article 4

Modelling and performance analysis of clinical pathways using the stochastic process algebra PEPA

BMC Bioinformatics, v. 13, (SUPPL 1), September 2012, article number S4
Yang, Xian; Han, Rui; Guo, Yike; Bradley, Jeremy; Cox, Benita; Dickinson, Robert; Kitney, Richard

Programming directives for elastic computing

IEEE Internet Computing, v. 16, (6), November 2012, article number 6355538, p. 72-77
Dustdar, Schahram; Guo, Yike; Han, Rui; Satzger, Benjamin; Truong, Hong-Linh

Social networking federation: A position paper

Computers & Electrical Engineering, v. 38, (2), March 2012, p. 306-329
Chao, Wu; Guo, Yike; Zhou, Bo

Wikisensing: An online collaborative approach for sensor data management

Sensors, v. 12, (10), October 2012, p. 13295-13332
Silva, Dilshan; Ghanem, Moustafa; Guo, Yike
Book chapter 1

System Biology Approach to Study Cancer Related Pathways

Systems Biology in Cancer Research and Drug Discovery / Asfar S. Azmi (eds). Dordrecht : Springer, 2012, p. 39-67, Ch. 2
Guo, Yike; Yang, Xian
Conference paper 14

A new paradigm for web app development, deployment, distribution, and collaboration

ICSOFT 2012 - Proceedings of the 7th International Conference on Software Paradigm Trends, July 2012, p. 433-438
Wu, Chao; Guo, Yike

A semantic relatedness service based on folksonomy

Proceedings - ICIDT 2012, 8th International Conference on Information Science and Digital Content Technology, v. 3, June 2012, p. 506-511, Article number 6269325
Wu, Chao; Guo, Yike

An EEG-based brain informatics application for enhancing music experience

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 7670 LNAI, December 2012, p. 265-276
Guo, Yike; Wu, Chao; Peteiro-Barral, Diego

An iterative parameter estimation method for biological systems

ECMLS '12: Proceedings of the 3rd international workshop on Emerging computational methods for the life sciences / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2012, p. 65-74
Yang, Xian; Guo, Yike; Bradley, Jeremy

Automating mass spectrometry proteomics analysis


Yang, Xian; Guo, Yike; Skipp, Paul; Rowe, Anthony

CACSS: Towards a generic cloud storage service

CLOSER 2012 - Proceedings of the 2nd International Conference on Cloud Computing and Services Science, April 2012, p. 27-36
Li, Yang; Guo, Li; Guo, Yike

Cloud program with a pricing strategy for Iaas in cloud computing

Proceedings of the 2012 IEEE 26th International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2012 / IEEE. Piscataway, NJ : IEEE, 2012, p. 2316-2319, article number 6270600
Wu, Xing; Wang, Mingchao; Zhang, Wu; Guo, Yike

Delayed switching applied to memristor neural networks

Journal of Applied Physics, v. 111, (7), April 2012, article number 07E317
Wang, Frank Z.; Helian, Na; Wu, Sining; Yang, Xiao; Guo, Yike; Lim, Guan; Rashid, Md Mamunur

Developing a novel integrated model of p38 MAPK and glucocorticoid signalling pathways

2012 IEEE Symposium on Computational Intelligence and Computational Biology, CIBCB 2012 / IEEE. Piscataway, NJ : IEEE, 2012, p. 69-76, article number 6217213
Holehouse, Alex; Yang, Xian; Adcock, Ian; Guo, Yike

Does the Cloud need new algorithms? An introduction to elastic algorithms

CloudCom 2012 - Proceedings: 2012 4th IEEE International Conference on Cloud Computing Technology and Science / IEEE. Piscataway, NJ : IEEE, 2012, p. 66-73, article number 6427500
Guo, Yike; Ghanem, Moustafa; Han, Rui

Elastic application container: A lightweight approach for cloud resource provisioning

Proceedings - International Conference on Advanced Information Networking and Applications, AINA, v. 2012, March 2012, article number 6184989, p. 15-22
He, Sijin; Guo, Li; Guo, Yike; Wu, Chao; Ghanem, Moustafa; Han, Rui

Environmental monitoring via compressive sensing

SensorKDD '12: Proceedings of the Sixth International Workshop on Knowledge Discovery from Sensor Data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2012, p. 61-68
Yan, Shulin; Wu, Chao; Dai, Wei; Ghanem, Moustafa; Guo, Yike

Improving resource utilisation in the cloud environment using multivariate probabilistic models

Proceedings - 2012 IEEE 5th International Conference on Cloud Computing, CLOUD 2012 / IEEE. Piscataway, NJ : IEEE, 2012, p. 574-581, Article number 6253553
He, Sijin; Guo, Li; Ghanem, Moustafa; Guo, Yike

Lightweight resource scaling for cloud applications

Proceedings - 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGrid 2012 / IEEE. Piscataway, NJ : IEEE, 2012, p. 644-651, Article number 6217477
Han, Rui; Guo, Li; Ghanem, Moustafa M.; Guo, Yike
Article 3

Distributed clustering-based aggregation algorithm for spatial correlated sensor networks

IEEE Sensors Journal, v. 11, (3), March 2011, p. 641-648
Ma, Yajie; Guo, Yike; Tian, Xiangchuan; Ghanem, Moustaga

IC cloud: Enabling compositional cloud

International Journal of Automation and Computing, v. 8, (3), August 2011, p. 269-279
Guo, Yike; Guo, Li

Principles of elastic processes

IEEE Internet Computing, v. 15, (5), September 2011, p. 66-71
Dustdar, Schahram; Guo, Yike; Satzger, Benjamin; Truong, Hong-Linh
Book chapter 1

The ForeSee (4C) Approach for Integrative Analysis in Gene Discovery

In Silico Tools for Gene Discovery / Editors: Bing Yu, Marcus Hinchcliffe. otowa, NJ : Humana Press, 2011, p. 53-71, Book series: Methods in Molecular Biology, v. 760
Guo, Yike; Munro, Robin E.J.; Kalaitzopoulos, Dimitrios; Grigoriadis, Anita
Conference paper 5

A deployment platform for dynamically scaling applications in the cloud

Proceedings - 2011 3rd IEEE International Conference on Cloud Computing Technology and Science, CloudCom 2011 / IEEE. Piscataway, NJ : IEEE, 2011, p. 506-510, article number 6133184
Han, Rui; Guo, Li; Guo, Yike; He, Sijin

Detecting insecure person in crowd with human sensor

Procedia Computer Science, v. 5, 2011, p. 788-792
Wu, Chao; Guo, Yike

Elastic application container

Proceedings - 2011 12th IEEE/ACM International Conference on Grid Computing, Grid 2011 / IEEE. Piscataway, NJ : IEEE, 2011, p. 216-217, article number 6076518
He, Sijin; Guo, Li; Guo, Yike

Finding consistent disease subnetworks across microarray datasets

BMC Bioinformatics, v. 12, (Suppl. 13), November 2011, article number S15
Soh, Donny; Dong, Difeng; Guo, Yike; Wong, Limsoon

Real time elastic cloud management for limited resources

Proceedings - 2011 IEEE 4th International Conference on Cloud Computing, CLOUD 2011 / IEEE. Piscataway, NJ : IEEE, 2011, p. 622-629, Article number 6008763
He, Sijin; Guo, Li; Guo, Yike
Article 5

Consistency, comprehensiveness, and compatibility of pathway databases

BMC Bioinformatics, v. 11, September 2010, article number 449
Soh, Donny; Dong, Difeng; Guo, Yike; Wong, Limsoon

Delayed switching in memristors and memristive systems

IEEE Electron Device Letters, v. 31, (7), July 2010, p. 755-757
Wang, Frank Zhigang; Helian, Na; Wu, Sining; Lim, Mian-Guan; Guo, Yike; Parker, Michael Andrew

Polymorphic type framework for scientific workflows with relational data model

International Journal of Business Process Integration and Management, v. 5, (1), May 2010, p. 45-62
Curcin, Vasa; Ghanem, Moustafa; Guo, Yike

RECA: Referenced energy-based CDS algorithm in wireless sensor networks

International Journal of Communication Systems, v. 23, (1), January 2010, p. 125-138
Ma, Yajie; Guo, Yike; Ghanem, Moustafa

The design and implementation of a workflow analysis tool

Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, v. 368, (1926), September 2010, p. 4193-4208
Curcin, Vasa; Ghanem, Moustafa; Guo, Yike
Conference paper 5

IC cloud: A design space for composable cloud computing

Proceedings - 2010 IEEE 3rd International Conference on Cloud Computing, CLOUD 2010 / IEEE. Piscataway, NJ : IEEE, 2010, p. 394-401, Article number 5557967
Guo, Li; Guo, Yike; Tia, Xiangchuan

Incremental learning of relations from the most frequent patterns in conversations on microblogging services

Proceedings of the IADIS International Conference Intelligent Systems and Agents 2010 part of the IADIS Multi Conference on Computer Science and Information Systems, MCCSIS 2010 / International Association for Development of the Information Society. Lisboa, Portugal : IADIS Press, 2010, p. 35-42
He, Sijin; Guo, Yike; Ghanem, Moustafa

Optimization of resource scheduling in cloud computing

Proceedings - 12th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, SYNASC 2010 / IEEE. Piscataway, NJ : IEEE, 2010, p. 315-320, Article number 5715303
Li, Qiang; Guo, Yike

Process Calculi for systems biology

BCB '10: Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology / Association for Computing Machinery. New York : Association for Computing Machinery, 2010, p. 496-497
Baroukh, Caroline; Rowe, Anthony; Guo, Yike

Process calculi for systems biology and applications in severe asthma

2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops (BIBMW) / IEEE. Piscataway, NJ : IEEE, 2010, p. 217-222, Article number 5703802
Baroukh, Caroline; Rowe, Anthony; Guo, Yike
Article 3

Analysing scientific workflows with computational tree logic

Cluster Computing, v. 12, (4), December 2009, p. 399-419
Curcin, Vasa; Ghanem, Moustafa M.; Guo, Yike

Creating the message infrastructure

Traffic Engineering and Control, v. 50, (11), December 2009, p. 480-483
Cohen, Jeremy; North, Robin; Wilkins, Steven; Darlington, John; Guo, Yike; Hoose, Neil; Ma, Yajie; Polak, John; Suresh, Visalakshmi; Watson, Paul; Bell, Margaret; Blythe, Phil; Neasham, Jeff; Calleja, Mark; Hayes, Mark; Beresford, Alastair; Jones, Rod; Mead, Iq

Eight times acceleration of geospatial data archiving and distribution on the grids

IEEE Transactions on Geoscience and Remote Sensing, v. 47, (5), May 2009, p. 1444-1453
Wang, Frank Z.; Helian, Na; Wu, Sining; Guo, Yike; Deng, Derek Yuhui; Meng, Lingkui; Zhang, Wen; Crowncroft, John; Bacon, Jean; Parker, Michael Andrew
Book chapter 3

Building and Using Analytical Workflows in Discovery Net

Data Mining Techniques in Grid Computing Environments / Edited by Werner Dubitzky. West Sussex, UK : John Wiley & Sons, Ltd, 2008, p. 119-139, Ch. 8
Ghanem, Moustafa; Curcin, Vasa; Wendel, Patrick; Guo, Yike

Data mining tools and techniques for identification of biomarkers for cancer

Biological Data Mining / edited by Jake Y. Chen, Stefano Lonardi. New York : CRC Press, 2009, p. 589-614, Ch. 23
Correll, Mick; Beaulah, Simon; Munro, Robin; Sheldon, Jonathan; Guo, Yike

Solutions for complex, multi data type and multi tool analysis: principles and applications of using workflow and pipelining methods.

Protein Networks and Pathway Analysis / edited by Yuri Nikolsky, Julie Bryant. New York : Springer, 2009, p. 259-271, Book series: Methods in Molecular Biology, v. 563
Munro, Robin E.J.; Guo, Yike
Conference paper 2

An experimental study of the distributed clustering for air pollution pattern recognition in sensor networks

Proceedings of the IADIS European Conference on Data Mining 2009, ECDM'09 Part of the IADIS Multi Conference on Computer Science and Information Systems, MCCSIS 2009 / International Association for Development of the Information Society. Lisbon, Portugal : IADIS Press, 2019, p. 3-10
Ma, Yajie; Guo, Yike; Ghanem, Moustafa

Real-time data mining methodology and a supporting framework

NSS 2009 - Network and System Security / IEEE. Piscataway, NJ : IEEE, 2009, p. 522-527
Deng, Xiong; Ghanem, Moustafa; Guo, Yike
Article 2

A case for Redundant Arrays of Hybrid Disks (RAHD)

IEEE Transactions on Magnetics, v. 44, (11 PART 2), November 2008, article number 4717409, p. 3738-3741
Wang, Frank; Helian, Na; Wu, Sining; Guo, Yike; Deng, Derek; Khare, Vineet; Liao, C.; Rashidi, M.; Parker, Andy

Air pollution monitoring and mining based on sensor Grid in London

Sensors, v. 8, (6), June 2008, p. 3601-3623
Ma, Yajie; Richards, Mark; Ghanem, Moustafa; Guo, Yike; Hassard, John
Conference paper 2

Grid-optimized Web 3D applications on wide area network

Proceedings of SPIE - The International Society for Optical Engineering, v. 7084, September 2008, article number 70840H
Wang, Frank; Helian, Na; Meng, Lingkui; Wu, Sining; Zhang, Wen; Guo, Yike; Parker, Michael Andrew

Mining Adverse Drug Reactions with e-Science workflows

2008 Cairo International Biomedical Engineering Conference, CIBEC 2008 / IEEE. Piscataway, NJ : IEEE, 2008, Article number 4786100
Curcin, V.; Ghanem, M.; Molokhia, M.; Guo, Yike; Darlington, J.
Article 1

Grid-Oriented Storage: A single-image, cross-domain, high-bandwidth architecture

IEEE Transactions on Computers, v. 56, (4), April 2007, article number 4118671, p. 474-487
Wang, Frank Zhigang; Wu, Sining; Helian, Na; Parker, Michael Andrew; Guo, Yike; Deng, Yuhui; Khare, Vineet R.
Conference paper 2

Heterogeneous workflows in scientific workflow systems

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4489 LNCS, (Pt. 3), 2007, p. 204-211
Curcin, Vasa; Ghanem, Moustafa; Wendel, Patrick; Guo, Yike

Supporting scientific discovery processes in Discovery Net

Concurrency and Computation: Practice and Experience, v. 19, (2), February 2007, p. 167-179
Syed, Jameel; Ghanem, Moustafa; Guo, Yike
Article 1

KDE Bioscience: Platform for bioinformatics analysis workflows

Journal of Biomedical Informatics, v. 39, (4), August 2006, p. 440-450
Lu, Qiang; Hao, Pei; Curcin, Vasa; He, Weizhong; Li, Yuan-Yuan; Luo, Qing-Ming; Guo, Yike; Li, Yi-Xue
Conference paper 3

Achievements and experiences from a Grid-based earthquake analysis and modelling study

2006 Second IEEE International Conference on e-Science and Grid Computing (e-Science'06) / IEEE. Piscataway, NJ : IEEE, 2006, article number 4031008
Liu, Jian Guo; Ghanem, Moustafa; Curcin, Vasa; Haselwimmer, Christian; Guo, Yike; Morgan, Gareth; Mish, Kyran

Building next generation service-oriented architectures using argumentation agents

GSEM 2006 - 3rd International Conference on Grid Service Engineering and Management, Co-located with the 7th International Conference on Net.ObjectDays 2006, NODe 2006 / Hirschfeld, Robert (Editor). Bonn : Gesellschaft für Informatik, 2006, p. 249-264
Curcin, Vasa; Ghanem, Moustafa; Guo, Yike; Stathis, Kostas; Toni, Francesca

Grid-based analysis of air pollution data

Ecological Modelling, v. 194, (1-3), March 2006, p. 274-286, Special Issue on the 4th European Conference on Ecological Modelling
Richards, M.; Ghanem, M.; Osmond, M.; Guo, Yike; Hassard, J.
Article 3

Cluster Computing and Grid 2005 works in progress

IEEE Distributed Systems Online, v. 6, (9), September 2005, article number 1524869
Wang, Frank; Helian, Na; Wu, Sining; Deng, Yuhui; Zhou, Ke; Guo, Yike; Thompson, Steve; Johnson, Ian; Milward, Dave; Maddock, Robert

Integrated informatics in life and materials sciences: An oxymoron?

QSAR and Combinatorial Science, v. 24, (1), February 2005, p. 120-130
Gilardoni, François; Curcin, Vasa; Karunanayake, Kanishka; Norgaard, Jonas; Guo, Yike

Web services in the life sciences

Drug Discovery Today, v. 10, (12), June 2005, p. 865-871
Curcin, Vasa; Ghanem, Moustafa; Guo, Yike
Conference paper 3

A grid infrastructure for mixed bioinformatics data and text mining

3rd ACS/IEEE International Conference on Computer Systems and Applications, 2005, v. 2005, January 2005, article number 1387038, p. 185-188
Ghanem, Moustafa; Chortaras, Alexandros; Guo, Yike; Rowe, Anthony; Ratcliffe, Jon

Bridging the macro and Micro: A computing intensive earthquake study using Discovery Net

Proceedings of the International Conference on Supercomputing, v. 2005-November, November 2005, article number 1560020
Guo, Yike; Liu, J.G.; Ghanem, M.; Mish, K.; Curcin, V.; Haselwimmer, C.; Sotiriou, D.; Muraleetharan, K.K.; Taylor, L.

Using DragPushing to refine centroid text classifiers

SIGIR '05: Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2005, p. 653-654
Tan, Songbo; Cheng, Xueqi; Wang, Bin; Xu, Hongbo; Ghanem, Moustafa M.; Guo, Yike
Conference paper 1

Prototype a knowledge discovery infrastructure by implementing relational grid monitoring architecture (R-GMA) on European Data Grid (EDG)

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 3033, 2004, p. 811-814
Wang, Frank; Helian, Na; Guo, Yike; Thompson, Steve; Gordon, John
Article 2

InfoGrid: Providing information integration for knowledge discovery

Information Sciences, v. 155, (3-4), October 2003, p. 199-226
Giannadakis, Nikolaos; Rowe, Anthony; Ghanem, Moustafa; Guo, Yike

The design of discovery net: Towards open grid services for knowledge discovery

International Journal of High Performance Computing Applications, v. 17, (3), September 2003, p. 297-315
AlSairafi, Salman; Emmanouil, Filippia-Sofia; Ghanem, Moustafa; Giannadakis, Nikolaos; Guo, Yike; Kalaitzopoulos, Dimitrios; Osmond, Michelle; Rowe, Anthony; Syed, Jameel; Wendel, Patrick
Conference paper 1

A Distributed and Mobile Data Mining System

Parallel and Distributed Computing, Applications and Technologies, PDCAT Proceedings, v. 2003, August 2003, p. 916-918
Wang, Frank; Helian, Na; Guo, Yike; Jin, Hai
Article 1

Option pricing under model and parameter uncertainty using predictive densities

Statistics and Computing, v. 12, (1), January 2002, p. 37-44
Bunnin, F.O.; Guo, Yike; Ren, Y.
Conference paper 2

Discovery net: Towards a grid of knowledge discovery

KDD '02: Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2002, p. 658-663
Ćurčn, V.; Ghanem, M.; Guo, Yike; Köhler, M.; Rowe, A.; Syed, J.; Wendel, P.

Grid-based knowledge discovery services for high throughput informatics

Proceedings of the IEEE International Symposium on High Performance Distributed Computing, v. 2002-January, July 2002, article number 1029946, p. 416
Ghanem, M.; Guo, Yike; Rowe, A.; Wendel, P.
Article 4

Developing a distributed scalable Java component server

Future Generation Computer Systems, v. 17, (8), June 2001, p. 1051-1057
Guo, Yike; Wendel, Patrick

Engineering BioInformatics

Wuhan University Journal of Natural Sciences, v. 6, (1-2), March 2001, p. 611
Guo, Yike

Fuzzy partitioning systems for electrofacies classification: A case study from the Maracaibo Basin

Journal of Petroleum Geology, v. 24, (4), October 2001, p. 441-458
Finol, J.J.; Guo, Y.K.; Jing, X.D.

Minimised Geometric Buchberger Algorithm for Integer Programming

Annals of Operations Research, v. 108, (1-4), November 2001, p. 87-109
Li, Qiang; Guo, Yike; Darlington, John; Ida, Tetsuo
Conference paper 1

Design of problem-solving environment for contingent claim valuation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 2150, 2001, p. 935-938
Oliver Bunnin, F.; Guo, Yike; Darlington, John
Article 2

Design of high performance financial modelling environment

Parallel Computing, v. 26, (5), April 2000, p. 601-622
Bunnin, F.O.; Guo, Yike; Ren, Y.; Darlington, J.

Modelling integer programming with logic: Language and implementation

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, v. E83A, (8), August 2000, p. 1673-1680
Li, Qiang; Guo, Yike; Ida, Tetuso
Conference paper 3

Data Mining for the e-business: Developments and directions

Proceedings of SPIE - The International Society for Optical Engineering, v. 4057, April 2000, p. 388-392
Grasso, Alfred; Sleeper, Harry; Thuraisingham, Bhavani; Guo, Yike

Developing a Distributed Scalable Enterprise JavaBean Server

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 1823, May 2000, p. 207-216
Guo, Yike; Wendel, Patrick

New paradigms in information visualization

SIGIR '00: Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval / Association for Computing Machinery. New York : Association for Computing Machinery, 2000, p. 307-309
Au, Peter; Carey, Matthew; Sewraz, Shalini; Guo, Yike; Ruger, Stefan M.
Conference paper 3

An architecture for distributed enterprise data mining

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 1593, April 1999, p. 573-582
Chattratichat, J.; Darlington, J.; Guo, Yike; Hedvall, S.; Köhler, M.; Syed, J.

Probing knowledge in distributed data mining

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 1574, 1999, p. 443-452
Guo, Yike; Sutiwaraphun, Janjao

Visual language for Internet-based data mining and data visualization

Proceedings 1999 IEEE Symposium on Visual Languages, 1999, p. 64-71
Chattratichat, Jaturon; Guo, Yike; Syed, Jameel
Article 1

GOFFIN: Higher-order functions meet concurrent constraints

Science of Computer Programming, v. 30, (1-2), January 1998, p. 157-199
Chakravarty, Manuel M.T.; Guo, Yike; Köhler, Martin; Lock, Hendrik C.R.
Conference paper 1

A software architecture for deploying high performance solution on the internet

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 1401, April 1998, p. 545-555
Chattratichat, J.; Darlington, J.; Guo, Yike; Hedvall, S.; Köhler, M.; Saleem, A.; Sutiwaraphun, J.; Yang, D.
Conference paper 3

Enlarging the scope of vector-based computations: extending Fortran 90 by nested data parallelism

Proceedings of the Conference on Advances in Parallel and Distributed Computing, v. 1997, March 1997, p. 66-73
Au, K.T.P.; Chakravarty, M.M.T.; Darlington, J.; Guo, Yike; Jahnichen, S.; Kohler, M.; Keller, G.; Pfannenstiel, W.; Simons, M.

Minimized geometric Buchberger algorithm: An optimal algebraic algorithm for integer programming

Proceedings of the International Symposium on Symbolic and Algebraic Computation, ISSAC, v. 1997, July 1997, p. 331-338
Li, Qiang; Guo, Yike; Ida, Tetsuo; Darlington, John

Parallel induction algorithms for data mining

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 1280, August 1997, p. 437-445
Darlington, John; Guo, Yike; Sutiwaraphun, Janjao; To, Hing Wing
Conference paper 1

Co-ordinating heterogeneous parallel computation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 1123, August 1996, p. 601-614
Au, Peter; Darlington, John; Ghanem, Moustafa; Guo, Yike; To, Hing Wing; Yang, Jin
Conference paper 4

Functional skeletons for parallel coordination

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 966, August 1995, p. 55-66
Darlington, John; Guo, Yike; To, Hing Wing; Yang, Jin

Parallel Fortran family and a new perspective

Proceedings of the International Conference on Programming Models for Massively Parallel Computers, v. 1995, October 1995, p. 126-133
Darlington, John; Guo, Yike; Yang, Jin

Parallel skeletons for structured composition

Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, PPOPP, v. 1995, July 1995, p. 19-28
Darlington, John; Guo, Yike; To, Hing Wing; Yang, Jin

Parallel Skeletons for Structured Composition

ACM SIGPLAN Notices, v. 30, (8), August 1995, p. 19-28
Darlington, John; Guo, Yike; To, Hing Wing; Yang, Jin
Conference paper 1

Constraint logic programming in the sequent calculus

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 822 LNAI, July 1994, p. 200-214
Darlington, John; Guo, Yike
Conference paper 1

Functional programming languages with logical variables: A linear logic view

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 714 LNCS, August 1993, p. 201-219
Darlington, John; Guo, Yike; Köhler, Martin
Conference paper 1

Constrained equational deduction

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 516 LNCS, June 1991, p. 424-435
Darlington, John; Guo, Yike
Article 1

On the execution mechanisms of parallel graph reduction

Journal of Computer Science and Technology, v. 5, (4), October 1990, p. 333-346
Wang, Ding Xing; Zheng, Wei Min; Du, Xiao Li; Guo, Yi Ke
Conference paper 2

Narrowing and unification in functional programming —An evaluation mechanism for absolute set abstraction

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 355 LNCS, April 1989, p. 92-108
Darlington, John; Guo, Yike

The unification of functional and logic languages--Towards constraint functional programming

TENCON '89: Fourth IEEE Region 10 International Conference / IEEE. Piscataway, NJ : IEEE, 1989, p. 162-168
Darlington, John; Guo, Yike
Conference paper 1

Design Considerations of a Distributed Parallel Reduction Architecture

1987 IEEE International Conference on Computers and Applications, Los Angeles, CA : Computer Society Press of the IEEE, 1987, p. 809-816
Guo, Yi Ke; Du, Xiao Li; Fang, Jia Guo; Wang, Ding Xing; Zheng, Wei Min
2017 23

A disease risk model for health data

Journal of Medical Imaging and Health Informatics, v. 7, (3), June 2017, p. 536-541
Xie, Jiang; Liu, Yan; Zhou, Zhonghua; Wang, Ruyi; Kong, Yanyan; Guo, Yike; Zhang, Wu
Article

A Transcriptome-driven Analysis of Epithelial Brushings and Bronchial Biopsies to Define Asthma Phenotypes in U-BIOPRED

American Journal of Respiratory and Critical Care Medicine, v. 195, (4), February 2017, p. 443-455
U-BIOPRED Project Team; Kuo, Chih-Hsi Scott; Guo, Yike; Chung, Kian Fan
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A visual analytics approach for station-based air quality data

Sensors, v. 17, (1), January 2017, article number 30
Du, Yi; Ma, Cuixia; Wu, Chao; Xu, Xiaowei; Guo, Yike; Zhou, Yuanchun; Li, Jianhui
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DeepSleepNet: A model for automatic sleep stage scoring based on raw single-channel EEG

IEEE Transactions on Neural Systems and Rehabilitation Engineering, v. 25, (11), November 2017, article number 7961240, p. 1998-2008
Supratak, Akara; Dong, Hao; Wu, Chao; Guo, Yike
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Discover semantic topics in patents within a specific domain

Journal of Web Engineering, v. 16, (7-8), December 2017, p. 653-675
Ma, Wen; Luo, Xiangfeng; Xuan, Junyu; Xue, Ruirong; Guo, Yike
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Fast density clustering strategies based on the k-means algorithm

Pattern Recognition, v. 71, November 2017, p. 375-386
Bai, Liang; Cheng, Xueqi; Liang, Jiye; Shen, Huawei; Guo, Yike
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Fast graph clustering with a new description model for community detection

Information Sciences, v. 388-389, May 2017, p. 37-47
Bai, Liang; Cheng, Xueqi; Liang, Jiye; Guo, Yike
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Improving data exploration in graphs with fuzzy logic and large-scale visualisation

Applied Soft Computing Journal, v. 53, April 2017, p. 227-235
Molina-Solana, Miguel; Birch, David; Guo, Yike
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Inferring functional connectivity in fMRI using minimum partial correlation

International Journal of Automation and Computing, v. 14, (4), August 2017, p. 371-385
Nie, Lei; Yang, Xian; Matthews, Paul M.; Xu, Zhi-Wei; Guo, Yike
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Small bowel motility assessment based on fully convolutional networks and long short-term memory

Knowledge-Based Systems, v. 121, April 2017, p. 163-172
Pei, Mengqi; Wu, Xing; Guo, Yike; Fujita, Hamido
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Sparse Bayesian classification and feature selection for biological expression data with high correlations

PLoS ONE, v. 12, (12), December 2017, article number e0189541
Yang, Xian; Pan, Wei; Guo, Yike
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T-helper cell type 2 (Th2) and non-Th2 molecular phenotypes of asthma using sputum transcriptomics in U-BIOPRED

European Respiratory Journal, v. 49, (2), February 2017, article number 1602135
U-BIOPRED Study Group; Kuo, Chih-Hsi Scott; Pavlidis, Stelios; Loza, Matthew; Baribaud, Fred; Rowe, Anthony; Pandis, Iaonnis; Sousa, Ana; Corfield, Julie; Djukanovic, Ratko; Lutter, Rene; Sterk, Peter J.; Auffray, Charles; Guo, Yike; Adcock, Ian M.; Chung, Kian Fan
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Transcriptomic gene signatures associated with persistent airflow limitation in patients with severe asthma

European Respiratory Journal, v. 50, (3), September 2017, article number 1602298
U-BIOPRED Study Group; Hekking, Pieter-Paul; Guo, Yike; Sterk, Peter J.
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tranSMART-XNAT Connector tranSMART-XNAT connector - Image selection based on clinical phenotypes and genetic profiles

Bioinformatics, v. 33, (5), March 2017, p. 787-788
He, Sijin; Yong, May; Matthews, Paul M.; Guo, Yike
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U-BIOPRED clinical adult asthma clusters linked to a subset of sputum omics

Journal of Allergy and Clinical Immunology, v. 139, (6), June 2017, p. 1797-1807
U-BIOPRED Study Group; Lefaudeux, Diane; Guo, Yike; Chung, Kian Fan
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Automatic brain tumor detection and segmentation using U-net based fully convolutional networks

Communications in Computer and Information Science, v. 723, June 2017, p. 506-517
Dong, Hao; Yang, Guang; Liu, Fangde; Mo, Yuanhan; Guo, Yike
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ETRIKS analytical environment: A modular high performance framework for medical data analysis

Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017, v. 2018-January, December 2017, article number 8257945, p. 353-360
Oehmichen, Axel; Guitton, Florian; Sun, Kai; Grizet, Jean; Heinis, Thomas; Guo, Yike
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Exploratory analysis of big social data using MIC/MINE statistics

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10540 LNCS, September 2017, p. 513-526
Lertvittayakumjorn, Piyawat; Wu, Chao; Liu, Yue; Mi, Hong; Guo, Yike
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Semantic Image Synthesis via Adversarial Learning

Proceedings of the IEEE International Conference on Computer Vision, v. 2017-October, December 2017, article number 8237870, p. 5707-5715
Dong, Hao; Yu, Simiao; Wu, Chao; Guo, Yike
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TensorLayer: A versatile library for efficient deep learning development

MM 2017 - Proceedings of the 2017 ACM Multimedia Conference / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2017, p. 1201-1204
Dong, Hao; Supratak, Akara; Mai, Luo; Liu, Fangde; Oehmichen, Axel; Yu, Simiao; Guo, Yike
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The combat of unmanned surface vehicles based on wolves attack

Frontiers in Artificial Intelligence and Applications, v. 297, September 2017, p. 794-805
Pu, Juan; Wu, Xing; Guo, Yike; Xie, Shaorong; Pu, Huayan; Peng, Yan
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The cooperative defense strategy by multi-USVs

Frontiers in Artificial Intelligence and Applications, v. 297, September 2017, p. 806-814
Liu, Yuan; Wu, Xing; Guo, Yike; Xie, Shaorong; Pu, Huayan; Peng, Yan
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The cooperative defense system by team of USVs in complicated sea environment

Frontiers in Artificial Intelligence and Applications, v. 297, September 2017, p. 815-823
Wu, Xing; Liu, Yuan; Guo, Yike; Xie, Shaorong; Pu, Huayan; Peng, Yan
Conference paper
2016 17

A Coarse-Grained Reconfigurable Architecture for Compute-Intensive MapReduce Acceleration

IEEE Computer Architecture Letters, v. 15, (2), July-December 2016, article number 7163277, p. 69-72
Liang, Shuang; Yin, Shouyi; Liu, Leibo; Guo, Yike; Wei, Shaojun
Article

Automatic Sleep Stage Scoring Using Time-Frequency Analysis and Stacked Sparse Autoencoders

Annals of Biomedical Engineering, v. 44, (5), May 2016, p. 1587-1597
Tsinalis, Orestis; Matthews, Paul M.; Guo, Yike
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CGDM: Collaborative genomic data model for molecular profiling data using NoSQL

Bioinformatics, v. 32, (23), December 2016, p. 3654-3660
Wang, Shicai; Mares, Mihaela A.; Guo, Yike
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Enabling virtual sensing as a service

Informatics, v. 3, (2), March 2016, article number 3
Li, Yang; Pandis, Ioannis; Guo, Yike
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Inferring Individual-Level Variations in the Functional Parcellation of the Cerebral Cortex

IEEE Transactions on Biomedical Engineering, v. 63, (12), December 2016, article number 7473923, p. 2505-2517
Nie, Lei; Matthews, Paul M.; Guo, Yike
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Making sense of big data in health research: Towards an EU action plan

Genome Medicine, v. 8, (1), June 2016, article number 71
Auffray, Charles; Balling, Rudi; Guo, Yike; Zanetti, Gianluigi
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Severe asthma exists despite suppressed tissue inflammation: findings of the U-BIOPRED study

European Respiratory Journal, v. 48, (5), November 2016, p. 1307-1319
U-BIOPRED Study Group; Wilson, Susan J.; Guo, Yike; Howarth, Peter H.
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Visualizing Dynamic Bitcoin Transaction Patterns

Big Data, v. 4, (2), June 2016, p. 109-119
McGinn, Dan; Birch, David; Akroyd, David; Molina-Solana, Miguel; Guo, Yike; Knottenbelt, William J.
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Wiki-Health: From Quantified Self to Self-Understanding

Future Generation Computer Systems, v. 56, March 2016, p. 333-359
Li, Yang; Guo, Yike
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为科学服务的大数据

中国科学院院刊=Bulletin of Chinese Academy of Sciences, v. 6, June 2016, p. 599-607
郭毅可; 潘为; 于思淼; 吴超; 王世才
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精确医学与大数据

上海大学学报(自然科学版)=Journal of Shanghai University(Natural Science Edition), v. 1, February 2016, p. 17-27
郭毅可; 杨氙
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走好我们的大数据之路

上海大学学报(自然科学版)=Journal of Shanghai University(Natural Science Edition), v. 1, February 2016, p. 1-2
郭毅可
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Survey on Feature Extraction and Applications of Biosignals

Machine Learning for Health Informatics: State-of-the-Art and Future Challenges / Edited by Andreas Holzinger. Cham, Switzerland : Springer, 2016, p. 161-182, Book series: Lecture Notes in Computer Science, v. 9605
Supratak, Akara; Wu, Chao; Dong, Hao; Sun, Kai; Guo, Yike
Book chapter