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Xiaofang ZHOU
周曉方

PhD in Computer Science
The University of Queensland, 1994

Head and Chair Professor
Department of Computer Science and Engineering

Otto Poon Professor of Engineering

Co-Director of HKUST Big Data Institute

Director of HKUST-China Unicom Joint Lab on Smart Society

Director of HKUST-HKPC Joint Research Lab for Industrial AI and Robotics

  • (852) 2358 8340
  • zxf@ust.hk
  • Room 3531
  • Personal Web

Google Scholar
y6m820wAAAAJ
ORCID
0000-0001-6343-1455
ResearcherID
C-6169-2013
Scopus ID
8837009900
Research Interest Publications Projects Teaching Assignment RPG Supervision

Research Interest


  • Database systems
  • Spatial databases
  • Big data
  • Information and multimedia processing
  • Machine learning

Publications


All Years 488 2023 1 2022 29 2021 29 2020 27 2019 32 2018 29 2017 341

2023 1

Parallel Hub Labeling Maintenance with High Efficiency in Dynamic Small-World Networks

IEEE Transactions on Knowledge and Data Engineering, 13 January 2023, article number 10016676, p. 1-18
Zhang, Mengxuan; Li, Lei; Trajcevski, Goce; Zufle, Andreas; Zhou, Xiaofang
Article
2022 29

A Learned Index for Exact Similarity Search in Metric Spaces

IEEE Transactions on Knowledge and Data Engineering, 14 September 2022, article number 9891778, p. 1-14
Tian, Yao; Yan, Tingyun; Zhao, Xi; Huang, Kai; Zhou, Xiaofang
Article

A Survey and Experimental Study on Privacy-Preserving Trajectory Data Publishing

IEEE Transactions on Knowledge and Data Engineering, May 2022, article number 9772978, p. 1-1
Jin, Fengmei; Hua, Wen; Francia, Matteo; Chao, Pingfu; Orlowska, Maria E; Zhou, Xiaofang
Article

An Efficient Algorithm for Maximum Trajectory Coverage Query With Approximation Guarantee

IEEE Transactions on Intelligent Transportation Systems, 29 September 2022, article number 9905740, p. 1-13
He, Dan; Zhou, Thomas; Zhou, Xiaofang; Kim, Jiwon
Article

An Efficient and Effective Approach for Multi-Fact Extraction from Text Corpus

World Wide Web, v. 25, (1), January 2022, p. 195-218
Qu, Jianfeng; Hua, Wen; Ouyang, Dantong; Zhou, Xiaofang
Article

Auto-Regressive Extractive Summarization With Replacement

World Wide Web-Internet And Web Information Systems
Zhu, Tianyu; Hua, Wen; Qu, Jianfeng; Hosseini, Saeid; Zhou, Xiaofang
Article

Efficient kNN query for moving objects on time-dependent road networks

The VLDB Journal, 27 July 2022
Li, Jiajia; Ni, Cancan; He, Dan; Li, Lei; Xia, Xiufeng; Zhou, Xiaofang
Article

Fastest Path Query Answering using Time-Dependent Hop-Labeling in Road Network

IEEE Transactions on Knowledge and Data Engineering, v. 34, (1), January 2022, p. 300-313
Li, Lei; Wang, Sibo; Zhou, Xiaofang
Article

HFUL: a hybrid framework for user account linkage across location-aware social networks

VLDB Journal, 5 February 2022
Chen, Wei; Wang, Weiqing; Yin, Hongzhi; Zhao, Lei; Zhou, Xiaofang
Article

Multi-constraint shortest path using forest hop labeling

VLDB Journal, 11 August 2022
Liu, Ziyi; Li, Lei; Zhang, Mengxuan; Hua, Wen; Zhou, Xiaofang
Article

Privacy and efficiency guaranteed social subgraph matching

VLDB Journal, v. 31, (3), May 2022, p. 581-602
Huang, Kai; Hu, Haibo; Zhou, Shuigeng; Guan, Jihong; Ye, Qingqing; Zhou, Xiaofang
Article

Profit Optimization in Spatial Crowdsourcing: Effectiveness and Efficiency

IEEE Transactions on Knowledge and Data Engineering, 8 November 2022, article number 9941474, p. 1-16
Zhao, Yan; Zheng, Kai; Li, Yunchuan; Xia, Jinfu; Yang, Bin; Pedersen, Torben Bach; Mao, Rui; Jensen, Christian S.; Zhou, Xiaofang
Article

Ranking-Based Implicit Regularization for One-Class Collaborative Filtering

IEEE Transactions on Knowledge and Data Engineering, v. 34, (12), December 2022, article number 9387576, p. 5951-5963
Lian, Defu; Chen, Jin; Zheng, Kai; Chen, Enhong; Zhou, Xiaofang
Article

Stream Processing of Shortest Path Query in Dynamic Road Networks

IEEE Transactions on Knowledge and Data Engineering, v. 34, (5), May 2022, p. 2458-2471
Zhang, Mengxuan; Li, Lei; Hua, Wen; Zhou, Xiaofang
Article

Supply-Demand-aware Deep Reinforcement Learning for Dynamic Fleet Management

ACM Transactions on Intelligent Systems and Technology, v. 13, (3), June 2022, article number 37, p. 1-19
Zheng, Bolong; Ming, Lingfeng; Hu, Qi; Lu, Zhipeng; Liu, Guanfeng; Zhou, Xiaofang
Article

Utility-Based Matching of Vehicles and Hybrid Requests on Rider Demand Responsive Systems

IEEE Transactions on Intelligent Transportation Systems, v. 23, (2), February 2022, p. 1058-1072
Lai, Yongxuan; Yang, Shipeng; Xiong, Anshu; Yang, Fan; Li, Lei; Zhou, Xiaofang
Article

Value-wise ConvNet for Transformer models: An Infinite Time-aware Recommender System

IEEE Transactions on Knowledge and Data Engineering, 4 November 2022, p. 1-12
Saaki, Mohsen; Hosseini, Saeid; Rahmani, Sana; Kangavari, M. Reza; Hua, Wen; Zhou, Xiaofang
Article

Wavefront-Based Multiple Rumor Sources Identification by Multi-Task Learning

IEEE Transactions on Emerging Topics in Computational Intelligence, 27 January 2022, article number 9695487
Dong, Ming; Zheng, Bolong; Li, Guohui; Li, Chenliang; Zheng, Kai; Zhou, Xiaofang
Article

DB-LSH: Locality-Sensitive Hashing with Query-based Dynamic Bucketing

Proceedings - International Conference on Data Engineering, v. 2022-May, 2022, article number 9835575, p. 2250-2262
Tian, Yao; Zhao, Xi; Zhou, Xiaofang
Conference paper

Diversified Top-κ Route Planning in Road Network

Proceedings of the VLDB Endowment, v. 15, (11), 29 September 2022, p. 3199-3212
Luo, Zihan; Li, Lei; Zhang, Mengxuan; Hua, Wen; Xu, Yehong; Zhou, Xiaofang
Conference paper

Exploring Efficient Microservice Level Parallelism

Proceedings - 2022 IEEE 36th International Parallel and Distributed Processing Symposium, IPDPS 2022, 2022, p. 223-233
Wang, Xinkai; Li, Chao; Zhang, Lu; Zhou, Xiaofeng; Chen, Quan; Guo, Minyi
Conference paper

FHL-Cube: Multi-Constraint Shortest Path Querying with Flexible Combination of Constraints

Proceedings of the VLDB Endowment, v. 15, (11), 29 September 2022, p. 3112-3125
Liu, Ziyi; Li, Lei; Zhang, Mengxuan; Hua, Wen; Zhou, Xiaofang
Conference paper

Frequency-based Randomization for Guaranteeing Differential Privacy in Spatial Trajectories

Proceedings - International Conference on Data Engineering, v. 2022-May, 2022, article number 9835666, p. 1727-1739
Jin, Fengmei; Hua, Wen; Ruan, Boyu; Zhou, Xiaofang
Conference paper

Information Resilience: the nexus of responsible and agile approaches to information use

The VLDB Journal, v. 31, (5), September 2022, p. 1059-1084
Sadiq, Shazia; Aryani, Amir; Demartini, Gianluca; Hua, Wen; Indulska, Marta; Burton-Jones, Andrew; Khosravi, Hassan; Benavides-Prado, Diana; Sellis, Timos; Someh, Ida; Vaithianathan, Rhema; Wang, Sen; Zhou, Xiaofang
Conference paper

Informed Multi-Context Entity Alignment

WSDM '22: Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining / Association for Computing Machinery. New York : Association for Computing Machinery, 2022, p. 1197-1205
Xin, Kexuan; Sun, Zequn; Hua, Wen; Hu, Wei; Zhou, Xiaofang
Conference paper

Large-scale Entity Alignment via Knowledge Graph Merging, Partitioning and Embedding

International Conference on Information and Knowledge Management, Proceedings, v. 2022, October 2022, p. 2240-2249
Xin, Kexuan; Sun, Zequn; Hua, Wen; Hu, Wei; Qu, Jianfeng; Zhou, Xiaofang
Conference paper

MetaPTP: An Adaptive Meta-optimized Model for Personalized Spatial Trajectory Prediction

Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 14 August 2022, p. 2151-2159
Xu, Yuan; Xu, Jiajie; Zhao, Jing; Zheng, Kai; Liu, An; Zhao, Lei; Zhou, Xiaofang
Conference paper

minIL: A Simple and Small Index for String Similarity Search with Edit Distance

Proceedings - International Conference on Data Engineering, v. 2022-May, 2022, article number 9835506, p. 565-577
Yang, Zhong; Zheng, Bolong; Wang, Xianzhi; Li, Guohui; Zhou, Xiaofang
Conference paper

VINCENT: Towards Efficient Exploratory Subgraph Search in Graph Databases

Proceedings of the VLDB Endowment, v. 15, (12), 29 September 2022, p. 3634-3637
Huang, Kai; Ye, Qingqing; Zhao, Jing; Zhao, Xi; Hu, Haibo; Zhou, Xiaofang
Conference paper

Workload-Aware Shortest Path Distance Querying in Road Networks

Proceedings - International Conference on Data Engineering, v. 2022-May, 2022, article number 9835596, p. 2372-2384
Zheng, Bolong; Wan, Jingyi; Gao, Yongyong; Ma, Yong; Huang, Kai; Zhou, Xiaofang; Jensen, Christian S.
Conference paper
2021 29

A-DSP: An Adaptive Join Algorithm for Dynamic Data Stream on Cloud System

IEEE Transactions on Knowledge and Data Engineering, v. 33, (5), May 2021, article number 08868214, p. 1861-1876
Fang, Junhua; Zhang, Rong; Zhao, Yan; Zheng, Kai; Zhou, Xiaofang; Zhou, Aoying
Article

A-MCTS: Adaptive Monte Carlo Tree Search for Temporal Path Discovery

IEEE Transactions on Knowledge and Data Engineering, October 2021
Ding, Pengfei; Liu, Guanfeng; Wang, Yan; Zheng, Kai; Zhou, Xiaofang
Article

An Adaptive Robust Semi-Supervised Clustering Framework Using Weighted Consensus of Random k-Means Ensemble

IEEE Transactions on Knowledge and Data Engineering, v. 33, (5), May 2021, article number 8896034, p. 1877-1890
Lai, Yongxuan; He, Songyao; Lin, Zhijie; Yang, Fan; Zhou, Qifeng; Zhou, Xiaofang
Article

Community-Based Influence Maximization In Location-Based Social Network

World Wide Web, 10 August 2021
Chen, Xuanhao; Deng, Liwei; Zhao, Yan; Zhou, Xiaofang; Zheng, Kai
Article

cPhoto2Trip: Exploiting Visual Contents in Geo-Tagged Photos for Personalized Tour Recommendation

IEEE Transactions on Knowledge and Data Engineering, v. 33, (4), April 2021, article number 8850032, p. 1708-1721
Zhao, Pengpeng; Xu, Chengfeng; Liu, Yanchi; Sheng, Victor S.; Zheng, Kai; Xiong, Hui; Zhou, Xiaofang
Article

GLAD: A Grid and Labeling Framework with Scheduling for Conflict-Aware kNN Queries

IEEE Transactions on Knowledge and Data Engineering, v.33, (4), April 2021, p. 1554-1566
He, Dan; Wang, Sibo; Zhou, Xiaofang; Cheng, Reynold
Article

Implicit Relation-Aware Social Recommendation with Variational Auto-Encoder

World Wide Web, v. 24, (5), June 2021, p. 1395-1410
Zheng, Qiqi; Liu, Guanfeng; Liu, An; Li, Zhixu; Zheng, Kai; Zhao, Lei; Zhou, Xiaofang
Article

Improving the Quality of Web-Based Data Imputation With Crowd Intervention

IEEE Transactions on Knowledge and Data Engineering, v. 33, (6), June 2021, article number 8906155, p. 2534-2547
Gu, Binbin; Li, Zhixu; Liu, An; Xu, Jiajie; Zhao, Lei; Zhou, Xiaofang
Article

Incremental Graph Pattern Based Node Matching with Multiple Updates

IEEE Transactions on Knowledge and Data Engineering, v. 33, (4), April 2021, article number 8844795, p. 1585-1600
Sun, Guohao; Liu, Guanfeng; Wang, Yan; Orgun, Mehmet A.; Sheng, Quan Z.; Zhou, Xiaofang
Article

LoG: a locally-global model for entity disambiguation

World Wide Web, v. 24, (1), January 2021, p. 351-373
Xin, Kexuan; Hua, Wen; Liu, Yu; Zhou, Xiaofang
Article

Partition-Aware Graph Pattern Based Node Matching With Updates

IEEE Transactions on Knowledge and Data Engineering, 10 August 2021, p. 1-1
Sun, Guohao; Liu, Guanfeng; Wang, Yan; Orgun, Mehmet A.; Sheng, Quan Z.; Zhou, Xiaofang
Article

Photovoltaic Nowcasting With Bi-Level Spatio-Temporal Analysis Incorporating Sky Images

IEEE Transactions on Sustainable Energy, v. 12, (3), July 2021, p. 1766-1776
Zhang, Ruiyuan; Ma, Hui; Saha, Tapan Kumar; Zhou, Xiaofang
Article

Temporal knowledge completion with context-aware embeddings

World Wide Web-internet and Web Information Systems, v. 24, (2), March 2021, p. 675-695
Liu, Yu; Hua, Wen; Qu, Jianfeng; Xin, Kexuan; Zhou, Xiaofang
Article

Temporal knowledge extraction from large-scale text corpus

World Wide Web, v. 24, (1), January 2021, p. 135-156
Liu, Yu; Hua, Wen; Zhou, Xiaofang
Article

An Efficient Approach for Spatial Trajectory Anonymization

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 13080 LNCS, 2021, p. 575-590
Wang, Yuetian; Hua, Wen; Jin, Fengmei; Qiu, Jing; Zhou, Xiaofang
Conference paper

An experimental evaluation and guideline for path finding in weighted dynamic network

Proceedings of the VLDB Endowment, v. 14, (11), July 2021, p. 2127-2140
Zhang, Mengxuan; Li, Lei; Zhou, Xiaofang
Conference paper

Coalition-Based Task Assignment in Spatial Crowdsourcing

Proceedings - International Conference on Data Engineering, v. 2021-April, April 2021, article number 9458777, p. 241-252
Zhao, Yan; Guo, Jiannan; Chen, Xuanhao; Hao, Jianye; Zhou, Xiaofang; Zheng, Kai
Conference paper

Crowdsensing Data Trading based on Combinatorial Multi-Armed Bandit and Stackelberg Game

Proceedings - International Conference on Data Engineering, v. 2021-April, April 2021, article number 9458642, p. 253-264
An, Baoyi; Xiao, Mingjun; Liu, An; Xie, Xike; Zhou, Xiaofang
Conference paper

Discovering subsequence patterns for next POI recommendation

IJCAI International Joint Conference on Artificial Intelligence, v. 2021, January 2021, p. 3216-3222
Zhao, Kangzhi; Zhang, Yong; Yin, Hongzhi; Wang, Jin; Zheng, Kai; Zhou, Xiaofang; Xing, Chunxiao
Conference paper

Dynamic Hub Labeling for Road Networks

Proceedings - International Conference on Data Engineering, v. 2021-April, April 2021 , article number 9458856, p. 336-347
Zhang, Mengxuan; Li, Lei; Hua, Wen; Mao, Rui; Chao, Pingfu; Zhou, Xiaofang
Conference paper

Efficient 2-Hop Labeling Maintenance in Dynamic Small-World Networks

2021 IEEE 37th International Conference on Data Engineering (ICDE) / IEEE. New York, NY, USA : IEEE, 2021, p. 133-144
Zhang, Mengxuan; Li, Lei; Hua, Wen; Zhou, Xiaofang
Conference paper

Efficient Constrained Shortest Path Query Answering with Forest Hop Labeling

Proceedings - International Conference on Data Engineering, v. 2021-April, April 2021, article number 9458815, p. 1763-1774
Liu, Ziyi; Li, Lei; Zhang, Mengxuan; Hua, Wen; Chao, Pingfu; Zhou, Xiaofang
Conference paper

Efficient Trajectory Contact Query Processing

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12681 LNCS, April 2021, p. 658-666
Chao, Pingfu; He, Dan; Li, Lei; Zhang, Mengxuan; Zhou, Xiaofang
Conference paper

METRO: A Generic Graph Neural Network Framework for Multivariate Time Series Forecasting

Proceedings of the VLDB Endowment, v. 15, (2), November 2021, p. 224-236
Cui, Yue; Zheng, Kai; Cui, Dingshan; Xie, Jiandong; Deng, Liwei; Huang, Feiteng; Zhou, Xiaofang
Conference paper

MFNP: A Meta-optimized Model for Few-shot Next POI Recommendation

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI-21) / Edited by Zhi-Hua Zhou. Vienna, Austria : International Joint Conferences on Artificial Intelligence, 2021, p. 3017-3023
Sun, Huimin; Xu, Jiajie; Zheng, Kai; Zhao, Pengpeng; Chao, Pingfu; Zhou, Xiaofang
Conference paper

REPOSE: Distributed Top-k Trajectory Similarity Search with Local Reference Point Tries

Proceedings - International Conference on Data Engineering, v. 2021-April, April 2021, article number 9458807, p. 708-719
Zheng, Bolong; Weng, Lianggui; Zhao, Xi; Zeng, Kai; Zhou, Xiaofang; Jensen, Christian S.
Conference paper

Speaknav: Voice-based route description language understanding for template-driven path search

Proceedings of the VLDB Endowment, v. 14, (12), August 2021, p. 3056-3068
Zheng, Bolong; Bi, Lei; Cao, Juan; Chai, Hua; Fang, Jun; Chen, Lu; Gao, Yunjun; Zhou, Xiaofang; Jensen, Christian S.
Conference paper

Summarizing Long-Form Document with Rich Discourse Information

International Conference on Information and Knowledge Management, Proceedings, October 2021, p. 2770-2779
Zhu, Tianyu; Hua, Wen; Qu, Jianfeng; Zhou, Xiaofang
Conference paper

Variational Self-attention Network for Sequential Recommendation

Proceedings - International Conference on Data Engineering, v. 2021-April, April 2021, article number 9458633, p. 1559-1570
Zhao, Jing; Zhao, Pengpeng; Zhao, Lei; Liu, Yanchi; Sheng, Victor S.; Zhou, Xiaofang
Conference paper
2020 27

A survey of trajectory distance measures and performance evaluation

VLDB Journal, v. 29, (1), January 2020, p. 3-32
Su, Han; Liu, Shuncheng; Zheng, Bolong; Zhou, Xiaofang; Zheng, Kai
Article

Answering Why-Not Group Spatial Keyword Queries

IEEE Transactions on Knowledge and Data Engineering, v. 32, (1), January 2020, article number 8525350, p. 26-39
Zheng, Bolong; Zheng, Kai; Jensen, Christian S.; Hung, Nguyen Q.V.; Su, Han; Li, Guohui; Zhou, Xiaofang
Article

Consensus-Based Group Task Assignment with Social Impact in Spatial Crowdsourcing

Data Science and Engineering, v. 5, (4), December 2020, p. 375-390
Li, Xiang; Zhao, Yan; Zhou, Xiaofang; Zheng, Kai
Article

Data-Driven Photovoltaic Generation Forecasting Based on a Bayesian Network with Spatial-Temporal Correlation Analysis

IEEE Transactions on Industrial Informatics, v. 16, (3), March 2020, article number 8746200, p. 1635-1644
Zhang, Ruiyuan; Ma, Hui; Hua, Wen; Saha, Tapan Kumar; Zhou, Xiaofang
Article

Destination-Aware Task Assignment in Spatial Crowdsourcing: A Worker Decomposition Approach

IEEE Transactions on Knowledge and Data Engineering, v. 32, (12), December 2020, article number 8735884, p. 2336-2350
Zhao, Yan; Zheng, Kai; Li, Yang; Su, Han; Liu, Jiajun; Zhou, Xiaofang
Article

Efficient and robust data augmentation for trajectory analytics: a similarity-based approach

World Wide Web, v. 23, (1), January 2020, p. 361-387
He, Dan; Wang, Sibo; Ruan, Boyu; Zheng, Bolong; Zhou, Xiaofang
Article

End-to-end relation extraction based on bootstrapped multi-level distant supervision

World Wide Web, v. 23, (5), September 2020, p. 2933-2956
He, Ying; Li, Zhixu; Yang, Qiang; Chen, Zhigang; Liu, An; Zhao, Lei; Zhou, Xiaofang
Article

Group-Based Recurrent Neural Networks for POI Recommendation

ACM/IMS Transactions on Data Science, v. 1, (1), February 2020, article number 3, p. 1-18
Li, Guohui; Chen, Qi; Zheng, Bolong; Yin, Hongzhi; Nguyen, Quoc Viet Hung; Zhou, Xiaofang
Article

Online sales prediction via trend alignment-based multitask recurrent neural networks

Knowledge and Information Systems, v. 62, (6), June 2020, p. 2139-2167
Chen, Tong; Yin, Hongzhi; Chen, Hongxu; Wang, Hao; Zhou, Xiaofang; Li, Xue
Article

Personalized Video Recommendation Using Rich Contents from Videos

IEEE Transactions on Knowledge and Data Engineering, v. 32, (3), March 2020, article number 8567986, p. 492-505
Du, Xingzhong; Yin, Hongzhi; Chen, Ling; Wang, Yang; Yang, Yi; Zhou, Xiaofang
Article

Reference-Based Framework for Spatio-Temporal Trajectory Compression and Query Processing

IEEE Transactions on Knowledge and Data Engineering, v. 32, (11), November 2020, article number 8704961, p. 2227-2240
Zheng, Kai; Zhao, Yan; Lian, Defu; Zheng, Bolong; Liu, Guanfeng; Zhou, Xiaofang
Article

Semi-supervised clustering with deep metric learning and graph embedding

World Wide Web, v. 23, (2), March 2020, p. 781-798
Li, Xiaocui; Yin, Hongzhi; Zhou, Ke; Zhou, Xiaofang
Article

SRA: Secure Reverse Auction for Task Assignment in Spatial Crowdsourcing

IEEE Transactions on Knowledge and Data Engineering, v. 32, (4), April 2020, article number 8613932, p. 782-796
Xiao, Mingjun; Ma, Kai; Liu, An; Zhao, Hui; Li, Zhixu; Zheng, Kai; Zhou, Xiaofang
Article

TEAGS: time-aware text embedding approach to generate subgraphs

Data Mining and Knowledge Discovery, v. 34, (4), July 2020, p. 1136-1174
Hosseini, Saeid; Najafipour, Saeed; Cheung, Ngai-Man; Yin, Hongzhi; Kangavari, Mohammad Reza; Zhou, Xiaofang
Article

Trajectories know where map is wrong: an iterative framework for map-trajectory co-optimisation

World Wide Web, v. 23, (1), January 2020, p. 47-73
Chao, Pingfu; Hua, Wen; Zhou, Xiaofang
Article

A Survey on Map-Matching Algorithms

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12008 LNCS, 2020, p. 121-133
Chao, Pingfu; Xu, Yehong; Hua, Wen; Zhou, Xiaofang
Conference paper

Adaptive top-k overlap set similarity joins

Proceedings - International Conference on Data Engineering, v. 2020, April 2020, article number 9101864, p. 1081-1092
Yang, Zhong; Zheng, Bolong; Li, Guohui; Zhao, Xi; Zhou, Xiaofang; Jensen, Christian S.
Conference paper

Decentralized Embedding Framework for Large-Scale Networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12114 LNCS, 2020, p. 425-441
Imran, Mubashir; Yin, Hongzhi; Chen, Tong; Shao, Yingxia; Zhang, Xiangliang; Zhou, Xiaofang
Conference paper

Efficient kNN Search with Occupation in Large-Scale On-demand Ride-Hailing

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12008 LNCS, 2020, p. 29-41
Li, Mengqi; He, Dan; Zhou, Xiaofang
Conference paper

EPARS: Early prediction of at-risk students with online and offline learning behaviors

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12113 LNCS, 2020, p. 3-19
Yang, Yu; Wen, Zhiyuan; Cao, Jiannong; Shen, Jiaxing; Yin, Hongzhi; Zhou, Xiaofang
Conference paper

Exploiting Aesthetic Preference in Deep Cross Networks for Cross-domain Recommendation

WWW '20: Proceedings of The Web Conference 2020 / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2020, p. 2768-2774
Liu, Jian; Zhao, Pengpeng; Zhuang, Fuzhen; Liu, Yanchi; Sheng, Victor S.; Xu, Jiajie; Zhou, Xiaofang; Xiong, Hui
Conference paper

Fast query decomposition for batch shortest path processing in road networks

Proceedings - International Conference on Data Engineering, v. 2020, April 2020, article number 9101781, p. 1189-1200
Li, Lei; Zhang, Mengxuan; Hua, Wen; Zhou, Xiaofang
Conference paper

Path Query Processing Using Typical Snapshots in Dynamic Road Networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12114 LNCS, 2020, p. 255-271
Zhang, Mengxuan; Li, Lei; Chao, Pingfu; Hua, Wen; Zhou, Xiaofang
Conference paper

Predictive task assignment in spatial crowdsourcing: A data-driven approach

Proceedings - International Conference on Data Engineering, v. 2020, April 2020, article number 9101480, p. 13-24
Zhao, Yan; Zheng, Kai; Cui, Yue; Su, Han; Zhu, Feida; Zhou, Xiaofang
Conference paper

Sequence-aware factorization machines for temporal predictive analytics

Proceedings - International Conference on Data Engineering, v. 2020, April 2020, article number 9101475, p. 1405-1416
Chen, Tong; Yin, Hongzhi; Hung Nguyen, Quoc Viet; Peng, Wen Chih; Li, Xue; Zhou, Xiaofang
Conference paper

Typical Snapshots Selection for Shortest Path Query in Dynamic Road Networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12008 LNCS, 2020, p. 105-120
Zhang, Mengxuan; Li, Lei; Hua, Wen; Zhou, Xiaofeng
Conference paper

Updates-aware graph pattern based node matching

Proceedings - International Conference on Data Engineering, v. 2020, April 2020, article number 9101806, p. 697-708
Sun, Guohao; Liu, Guanfeng; Wang, Yan; Zhou, Xiaofang
Conference paper
2019 32

A framework for parallel map-matching at scale using Spark

Distributed and Parallel Databases, v. 37, (4), December 2019, p. 697-720
Alves Peixoto, Douglas; Hung Nguyen, Quoc Viet; Zheng, Bolong; Zhou, Xiaofang
Article

A novel hybrid publication recommendation system using compound information

World Wide Web, v. 22, (6), November 2019, p. 2499-2517
Yang, Qiang; Li, Zhixu; Liu, An; Liu, Guanfeng; Zhao, Lei; Zhang, Xiangliang; Zhang, Min; Zhou, Xiaofang
Article

An efficient method for top-k graph based node matching

World Wide Web, v. 22, (3), May 2019, p. 945-966
Liu, Guanfeng; Shi, Qun; Zheng, Kai; Liu, An; Li, Zhixu; Zhou, Xiaofang
Article

Exploiting Combination Effect for Unsupervised Feature Selection by ℓ2,0 Norm

IEEE Transactions on Neural Networks and Learning Systems, v. 30, (1), January 2019, article number 8375143, p. 201-214
Du, Xingzhong; Nie, Feiping; Wang, Weiqing; Yang, Yi; Zhou, Xiaofang
Article

Integrating workload balancing and fault tolerance in distributed stream processing system

World Wide Web, v. 22, (6), November 2019, p. 2471-2496
Fang, Junhua; Chao, Pingfu; Zhang, Rong; Zhou, Xiaofang
Article

Leveraging multi-aspect time-related influence in location recommendation

World Wide Web, v. 22, (3), May 2019, p. 1001-1028
Hosseini, Saeid; Yin, Hongzhi; Zhou, Xiaofang; Sadiq, Shazia; Kangavari, Mohammad Reza; Cheung, Ngai-Man
Article

Parallelizing approximate single-source personalized PageRank queries on shared memory

VLDB Journal, v. 28, (6), December 2019, p. 923-940
Wang, Runhui; Wang, Sibo; Zhou, Xiaofang
Article

Protecting multi-party privacy in location-aware social point-of-interest recommendation

World Wide Web, v. 22, (2), March 2019, p. 863-883
Wang, Weiqi; Liu, An; Li, Zhixu; Zhang, Xiangliang; Li, Qing; Zhou, Xiaofang
Article

Searching activity trajectory with keywords

World Wide Web, v. 22, (3), May 2019, p. 967-1000
Zheng, Bolong; Zheng, Kai; Scheuermann, Peter; Zhou, Xiaofang; Hung, Nguyen Quoc Viet; Li, Chenliang
Article

A fine-grained and noise-aware method for neural relation extraction

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Efficient batch processing of shortest path queries in road networks

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Zhang, Mengxuan; Li, Lei; Hua, Wen; Zhou, Xiaofang
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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11881 LNCS, 2019, p. 523-537
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Liu, Yu; Hua, Wen; Zhou, Xiaofang
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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11447 LNCS, 2019, p. 384-400
Ma, Jingwei; Wen, Jiahui; Zhong, Mingyang; Chen, Weitong; Zhou, Xiaofang; Indulska, Jadwiga
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Li, Xiaocui; Yin, Hongzhi; Zhou, Ke; Chen, Hongxu; Sadiq, Shazia; Zhou, Xiaofang
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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11446 LNCS, 2019, p. 191-206
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Time-dependent hop labeling on road network

Proceedings - International Conference on Data Engineering, v. 2019, April 2019, article number 8731400, p. 902-913
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WebPut: A web-aided data imputation system for the general type of missing string attribute values

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Zhao, Pengpeng; Zhu, Haifeng; Liu, Yanchi; Xu, Jiajie; Li, Zhixu; Zhuang, Fuzhen; Sheng, Victor S.; Zhou, Xiaofang
Conference paper
2018 29

Computing crowd consensus with partial agreement

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Hung Nguyen, Quoc Viet; Viet, Huynh Huu; Tam, Nguyen Thanh; Weidlich, Matthias; Yin, Hongzhi; Zhou, Xiaofang
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Li, Zhixu; He, Ying; Gu, Binbin; Liu, An; Li, Hongsong; Wang, Haixun; Zhou, Xiaofang
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Fang, Junhua; Zhang, Rong; Fu, Tom Z.J.; Zhang, Zhenjie; Zhou, Aoying; Zhou, Xiaofang
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VLDB Journal, v. 27, (3), June 2018, p. 321-345
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Liu, Guanfeng; Liu, Yi; Zheng, Kai; Liu, An; Li, Zhixu; Wang, Yang; Zhou, Xiaofang
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ACM Transactions on Intelligent Systems and Technology, v. 9, (6), November 2018, article number a61
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Encyclopedia of Social Network Analysis and Mining / Alhajj R., Rokne J. (eds). New York : Springer, 2018, p. 67-83
Yin, Hongzhi; Cui, Bin; Zhou, Xiaofang
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Two-Dimensional Shape Retrieval

Encyclopedia of Database Systems / Ling Liu, M. Tamer Özsu, editors.. New York : Springer, 2018, p. 64-71
Chen, Lei; Zhou, Xiaofang
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A system for spatial-temporal trajectory data integration and representation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10828 LNCS, 2018, p. 807-812
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Concept for evaluation of techniques for trajectory distance measures

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Effective and Efficient User Account Linkage across Location Based Social Networks

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Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018 / IEEE. Piscataway, NJ : IEEE, 2018, p. 1783-1784, Article number 8509470
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Advances in Database Technology - EDBT, v. 2018, March 2018, p. 1-12
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Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018 / IEEE. Piscataway, NJ : IEEE, 2018, p. 281-292, Article number 8509255
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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10837 LNCS, 2018, p. 28-40
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IEEE Access, v. 6, October 2017, p. 393-404
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World Wide Web, v. 20, (4), July 2017, p. 815-829
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Bilinear Optimized Product Quantization for Scalable Visual Content Analysis

IEEE Transactions on Image Processing, v. 26, (10), October 2017, article number 7964737, p. 5057-5069
Yu, Litao; Huang, Zi; Shen, Fumin; Song, Jingkuan; Shen, Heng Tao; Zhou, Xiaofang
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CAT: Context-aware trust-oriented worker selection in social crowd

Computing and Informatics, v. 36, (3), 2017, p. 517-540
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SIGMOD Record, v. 46, (4), December 2017, p. 35-43
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World Wide Web, v. 20, (4), July 2017, p. 677-696
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IEEE Transactions on Knowledge and Data Engineering, v. 29, (11), November 2017, article number 8013107, p. 2537-2551
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ST-SAGE: A spatial-Temporal sparse additive generative model for spatial item recommendation

ACM Transactions on Intelligent Systems and Technology, v. 8, (3), April 2017, article number 48
Wang, Weiqing; Yin, Hongzhi; Chen, Ling; Sun, Yizhou; Sadiq, Shazia; Zhou, Xiaofang
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IEEE Transactions on Knowledge and Data Engineering, v. 29, (1), January 2017, article number 7572193, p. 186-199
Gu, Binbin; Li, Zhixu; Zhang, Xiangliang; Liu, An; Liu, Guanfeng; Zheng, Kai; Zhao, Lei; Zhou, Xiaofang
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IEEE Transactions on Knowledge and Data Engineering, v. 29, (3), March 2017, article number 7476863, p. 499-512
Hua, Wen; Wang, Zhongyuan; Wang, Haixun; Zheng, Kai; Zhou, Xiaofang
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A performance study on large-scale data analytics using disk-based and in-memory database systems

2017 IEEE International Conference on Big Data and Smart Computing, BigComp 2017 / IEEE. Piscataway, NJ : IEEE, 2017, p. 245-254, Article number 7881706
Chao, Pingfu; He, Dan; Sadiq, Shazia; Zheng, Kai; Zhou, Xiaofang
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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10177 LNCS, 2017, p. 490-506
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Yin, Hongzhi; Chen, Liang; Wang, Weiqing; Du, Xingzhong; Hung Nguyen, Quoc Viet; Zhou, Xiaofang
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Multi-Constrained Top-K Graph Pattern Matching in Contextual Social Graphs

Proceedings - 2017 IEEE 24th International Conference on Web Services, ICWS 2017, September 2017, article number 8029811, p. 588-595
Shi, Qun; Liu, Guanfeng; Zheng, Kai; Liu, An; Li, Zhixu; Zhao, Lei; Zhou, Xiaofang
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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10177 LNCS, 2017, p. 231-246
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Proceedings - International Conference on Data Engineering / IEEE. Piscatway, NJ : IEEE, 2017, p. 33-34, Article number 7929919
Gu, Binbin; Liu, Guanfeng; Li, Zhixu; Zheng, Kai; Zhao, Lei; Liu, An; Zhang, Xiangliang; Zhou, Xiaofang
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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10177 LNCS, 2017, p. 576-591
Liu, Xiao; Liu, An; Zhang, Xiangliang; Li, Zhixu; Liu, Guanfeng; Zhao, Lei; Zhou, Xiaofang
Conference paper
2016 24

A Spatial-Temporal Topic Model for the Semantic Annotation of POIs in LBSNs

ACM Transactions on Intelligent Systems and Technology, v. 8, (1), July 2016, article number 12
He, Tieke; Yin, Hongzhi; Chen, Zhenyu; Zhou, Xiaofang; Sadiq, Shazia; Luo, Bin
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Access Time Oracle for Planar Graphs

IEEE Transactions on Knowledge and Data Engineering, v. 28, (8), August 2016, article number 7442555, p. 1959-1970
Deng, Ke; Li, Jianxin; Pang, Chaoyi; Li, Jiuyong; Zhou, Xiaofang
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Adapting to User Interest Drift for POI Recommendation

IEEE Transactions on Knowledge and Data Engineering, v. 28, (10), October 2016, article number 7491346, p. 2566-2581
Yin, Hongzhi; Zhou, Xiaofang; Cui, Bin; Wang, Hao; Zheng, Kai; Nguyen, Quoc Viet Hung
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Chang, Xiaojun; Nie, Feiping; Wang, Sen; Yang, Yi; Zhou, Xiaofang; Zhang, Chengqi
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Bulletin of the IEEE Computer Society Technical Committee on Data Engineering, v. 39, (2), June 2016, p. 21-37
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Exploiting Viral Marketing for Location Promotion in Location-Based Social Networks

ACM Transactions on Knowledge Discovery from Data, v. 11, (2), November 2016, article number 25
Zhu, Wen-Yuan; Peng, Wen-Chih; Chen, Ling-Jyh; Zheng, Kai; Zhou, Xiaofang
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Joint Modeling of User Check-in Behaviors for Real-time Point-of-Interest Recommendation

ACM Transactions on Information Systems, v. 35, (2), October 2016, article number 11
Yin, Hongzhi; Cui, Bin; Zhou, Xiaofang; Wang, Weiqing; Huang, Zi; Sadiq, Shazia
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Landmark-Based Route Recommendation with Crowd Intelligence

Data Science and Engineering, v. 1, (2), June 2016, p. 86-100
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IEEE Transactions on Knowledge and Data Engineering, v. 28, (5), May 2016, article number 7378511, p. 1258-1271
Xie, Qing; Zhang, Xiangliang; Li, Zhixu; Zhou, Xiaofang
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Possible and certain keys for SQL

VLDB Journal, v. 25, (4), August 2016, p. 571-596
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Quality-Aware Entity-Level Semantic Representations for Short Texts

Bulletin of the IEEE Computer Society Technical Committee on Data Engineering, v. 39, (2), June 2016, p. 93-105
Hua, Wen; Zheng, Kai; Zhou, Xiaofang
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TOSI: A trust-oriented social influence evaluation method in contextual social networks

Neurocomputing, v. 210, October 2016, p. 130-140
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Proceedings of the VLDB Endowment, v. 10, (5), 2017, p. 529-540
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2016 IEEE 32nd International Conference on Data Engineering (ICDE) / IEEE. Piscataway, NJ : IEEE, 2016, p. 942-953, Article number 7498303
Yin, Hongzhi; Hu, Zhiting; Zhou, Xiaofang; Wang, Hao; Zheng, Kai; Nguyen, Quoc Viet Hung; Sadiq, Shazia
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Exploiting Hierarchies for Efficient Detection of Completeness in Stream Data

Lecture Notes in Computer Science, v. 9877, September 2016, p. 419-431
Razniewski, Simon; Sadiq, Shazia; Zhou, Xiaofang
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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9877 LNCS, 2016, p. 137-149
Li, Lei; Zhou, Xiaofang; Zheng, Kevin
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Graph-Based Metric Embedding for Next POI Recommendation

Lecture Notes in Computer Science, v. 10042, November 2016, p. 207-222
Xie, Min; Yin, Hongzhi; Xu, Fanjiang; Wang, Hao; Zhou, Xiaofang
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WARD@TRECVID 2016: Surveillance Event Detection

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2015 29

Best keyword cover search

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Yin, Hongzhi; Cui, Bin; Chen, Ling; Hu, Zhiting; Zhou, Xiaofang
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Semisupervised feature selection via spline regression for video semantic recognition

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Multi-Constrained Graph Pattern Matching in large-scale contextual social graphs

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Possible and certain SQL keys

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Short text understanding through lexical-semantic analysis

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Storing and processing massive trajectory data on SAP HANA

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Wang, Haozhou; Zheng, Kai; Jeung, Hoyoung; Bracher, Shane; Islam, Asadul; Sadiq, Wasim; Sadiq, Shazia; Zhou, Xiaofang
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2014 32

A web-based approach to data imputation

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Li, Zhixu; Sharaf, Mohamed A.; Sitbon, Laurianne; Sadiq, Shazia; Indulska, Marta; Zhou, Xiaofang
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IEEE Transactions on Multimedia, v. 16, (6), October 2014, p. 1665-1676
Han, Yahong; Wei, Xingxing; Cao, Xiaochun; Yang, Yi; Zhou, Xiaofang
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IEEE Transactions on Knowledge and Data Engineering, v. 26, (9), September 2014, article number 6509368, p. 2138-2150
Li, Zechao; Liu, Jing; Yang, Yi; Zhou, Xiaofang; Lu, Hanqing
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Continuous probabilistic subspace skyline query processing using grid projections

Journal of Computer Science and Technology, v. 29, (2), March 2014, p. 332-344
Zhao, Lei; Yang, Yan-Yan; Zhou, Xiaofang
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CoRE: A context-aware relation extraction method for relation completion

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Li, Zhixu; Sharaf, Mohamed A.; Sitbon, Laurianne; Du, Xiaoyong; Zhou, Xiaofang
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Economic model-driven cloud service composition

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Ye, Zhen; Bouguettaya, Athman; Zhou, Xiaofang
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Image attribute adaptation

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Han, Yahong; Yang, Yi; Ma, Zhigang; Shen, Haoquan; Sebe, Nicu; Zhou, Xiaofang
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VLDB Journal, v. 23, (6), November 2014, p. 915-937
Xie, Qing; Pang, Chaoyi; Zhou, Xiaofang; Zhang, Xiangliang; Deng, Ke
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Online discovery of gathering patterns over trajectories

IEEE Transactions on Knowledge and Data Engineering, v. 26, (8), August 2014, article number 6613478, p. 1974-1988
Zheng, Kai; Zheng, Yu; Yuan, Nicholas J.; Shang, Shuo; Zhou, Xiaofang
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Personalized trajectory matching in spatial networks

VLDB Journal, v. 23, (3), June 2014, p. 449-468
Shang, Shuo; Ding, Ruogu; Zheng, Kai; Jensen, Christian S.; Kalnis, Panos; Zhou, Xiaofang
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Quality-aware schedulers for weak consistency key-value data stores

Distributed and Parallel Databases, v. 32, (4), December 2013, p. 531-581
Xu, Chen; Sharaf, Mohamed A.; Zhou, Xiaofang; Zhou, Aoying
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Responsibility analysis for lineagesof conjunctive queries with inequalities

IEEE Transactions on Knowledge and Data Engineering, v. 26, (6), June 2014, article number 6497437, p. 1532-1543
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STMaker-A system to make sense of trajectory data

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Su, Han; Zheng, Kai; Zeng, Kai; Huang, Jiamin; Zhou, Xiaofang
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A crowd-based route recommendation system-CrowdPlanner

Proceedings - International Conference on Data Engineering / IEEE. Piscataway, NJ : IEEE, 2014, p. 1178-1181, Article number 6816735
Su, Han; Zheng, Kai; Huang, Jiamin; Liu, Tianyu; Wang, Haozhou; Zhou, Xiaofang
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Zhang, Ruojing; Jayawardene, Vimukthi; Indulska, Marta; Sadiq, Shazia; Zhou, Xiaofang
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A social trust path recommendation system in contextual online social networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8709, 2014, p. 652-656
Sun, Guohao; Liu, Guanfeng; Zhao, Lei; Xu, Jiajie; Liu, An; Zhou, Xiaofang
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An Efficient Trust-Oriented Trip Planning Method in Road Networks

Proceedings - 2014 IEEE International Conference on Ubiquitous Intelligence and Computing, 2014 IEEE International Conference on Autonomic and Trusted Computing, 2014 IEEE International Conference on Scalable Computing and Communications and Associated Symposia/Workshops, UIC-ATC-ScalCom 2014 / IEEE. Piscataway, NJ : IEEE, 2014, p. 487-494, Article number 7306994
Dai, Junqiang; Liu, Guanfeng; Xu, Jiajie; Liu, An; Zhao, Lei; Zhou, Xiaofang
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An evolution-based robust social influence evaluation method in Online Social Networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8787, (Part II), 2014, p. 141-157
Zhu, Feng; Liu, Guanfeng; Liu, An; Zhao, Lei; Zhou, Xiaofang
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Cardinality constraints for uncertain data

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8824, 2014, p. 108-121
Koehler, Henning; Link, Sebastian; Prade, Henri; Zhou, Xiaofang
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Cost-efficient spatial network partitioning for distance-based query processing

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Wang, Jiping; Zheng, Kai; Jeung, Hoyoung; Wang, Haozhou; Zheng, Bolong; Zhou, Xiaofang
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CrowdPlanner: A Crowd-based Route Recommendation System

2014 IEEE 30th International Conference on Data Engineering (ICDE 2014), Institute of Electrical and Electronics Engineers (IEEE), 2014, p. 1144-1155
Su, Han; Zheng, Kai; Huang, Jiamin; Jeung, Hoyoung; Chen, Lei; Zhou, Xiaofang
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Efficient aggregate farthest neighbour query processing on road networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8506, 2014, p. 13-25
Wang, Haozhou; Zheng, Kai; Su, Han; Wang, Jiping; Sadiq, Shazia; Zhou, Xiaofang
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Efficient retrieval of top-K most similar users from travel smart card data

Proceedings - 2014 IEEE 15th International Conference on Mobile Data Management, October 2014, article number 6916929, p. 259-268
Zheng, Bolong; Zheng, Kai; Sharaf, Mohamed A.; Zhou, Xiaofang; Sadiq, Shazia
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EISA: An efficient information theoretical approach to value segmentation in large databases

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Wang, Weiqing; Sadiq, Shazia; Zhou, Xiaofang
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Exploring Social Influence on Location-Based Social Networks

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Wen, Yu-Ting; Lei, Po-Ruey; Peng, Wen-Chih; Zhou, Xiaofang
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Location oriented phrase detection in microblogs

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8421 LNCS, (Pt. 1), 2014, p. 495-509
Hosseini, Saeid; Unankard, Sayan; Zhou, Xiaofang; Sadiq, Shazia
Conference paper

ORange: Objective-Aware Range Query Refinement

Proceedings - IEEE International Conference on Mobile Data Management, October 2014, article number 6916939, p. 333-336
Albarrak, Abdullah; Noboa, Tatiana; Khan, Hina A.; Sharaf, Mohamed A.; Zhou, Xiaofang; Sadiq, Shazia
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Overcoming Semantic drift in information extraction

Advances in Database Technology - EDBT 2014: 17th International Conference on Extending Database Technology, Proceedings / Editors Sihem Amer-Yahia, Vassilis Christophides, Anastasios Kementsietsidis, Minos Garofalakis, Stratos Idreos, Vincent Leroy. University of Konstanz, Germany : OpenProceedings.org, 2014, p. 169-180
Li, Zhixu; Li, Haixun; Wang, Haixun; Yang, Yi; Zhang, Xiangliang; Zhou, Xiaofang
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Ranking based activity trajectory search

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8786, (Part I), 2014, p. 170-185
Chen, Wei; Zhao, Lei; Jiajie, Xu; Zheng, Kai; Zhou, Xiaofang
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Rating propagation in web services reputation systems: A fast shapley value approach

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8421, (Pt. 1), 2014, p. 466-480
Liu, An; Li, Qing; Zhou, Xiaofang; Li, Lu; Liu, Guanfeng; Gao, Yunjun
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SAQR: An efficient scheme for similarity-aware query refinement

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SharkDB: An in-memory column-oriented trajectory storage

CIKM '14: Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management / Association for Computing Machinery. New Your, USA : Association for Computing Machinery, 2014, p. 1409-1418
Wang, Haozhou; Zheng, Kai; Xu, Jiajie; Zheng, Bolong; Zhou, Xiaofang; Sadiq, Shazia
Conference paper
2013 14

AML: Efficient approximate membership localization within a web-based join framework

IEEE Transactions on Knowledge and Data Engineering, v. 25, (2), February 2013, p. 298-310
Li, Zhixu; Sitbon, Laurianne; Wang, Liwei; Zhou, Xiaofang; Du, Xiaoyong
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Computing unrestricted synopses under maximum error bound

Algorithmica, v. 65, (1), January 2013, p. 1-42
Pang, Chaoyi; Zhang, Qing; Zhou, Xiaofang; Hansen, David; Wang, Sen; Maeder, Anthony
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Data centric research at the University of Queensland

SIGMOD Record, v. 42, (3), October 2013, p. 63-68
Zhou, Xiaofang; Sadiq, Shazia
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Discriminative nonnegative spectral clustering with out-of-sample extension

IEEE Transactions on Knowledge and Data Engineering, v. 25, (8), August 2013, p. 1760-1771
Yang, Yang; Yang, Yi; Shen, Heng Tao; Zhang, Yanchun; Du, Xiaoyong; Zhou, Xiaofang
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Infrared patch-image model for small target detection in a single image

IEEE Transactions on Image Processing, v. 22, (12), 2013, article number 6595533, p. 4996-5009
Gao, Chenqiang; Meng, Deyu; Yang, Yi; Wang, Yongtao; Zhou, Xiaofang; Hauptmann, Alexander G.
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Adaptive query scheduling in key-value data stores

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 7825 LNCS, (Pt. 1), 2013, p. 86-100
Xu, Chen; Sharaf, Mohamed A.; Zhou, Minqi; Zhou, Aoying; Zhou, Xiaofang
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An Effectiveness Study on Trajectory Similarity Measures

Conferences in Research and Practice in Information Technology Series, v. 137, 2013, p. 13-22
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Proceedings of the ACM SIGMOD International Conference on Management of Data, v. 2013, June 2013, p. 833-844
Su, Han; Zheng, Kai; Wang, Haozhou; Huang, Jiamin; Zhou, Xiaofang
Conference paper

Co-regularized ensemble for feature selection

IJCAI International Joint Conference on Artificial Intelligence, v. 2013, August 2013, p. 1380-1386
Han, Yahong; Yang, Yi; Zhou, Xiaofang
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Exploiting a proximity-based positional model to improve the quality of information extraction by text segmentation

Conferences in Research and Practice in Information Technology Series, v. 137, 2013, p. 23-32
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Exploiting structural similarity for automatic information extraction from lists

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8181 LNCS, (Pt. 2), 2013, p. 202-215
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Identifying Users’ Topical Tasks in Web Search

Proceedings of the sixth ACM International Conference on Web Search and Data Mining, New York, NY, USA : ACM, 2013, p. 93-102
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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8274 LNCS, 2013, p. 9-22
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Spatio-temporal event modeling and ranking

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8181 LNCS, (Pt. 2), 2013, p. 367-374
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2012 22

Approximating query answering on RDF databases

World Wide Web, v. 15, (1), January 2012, p. 89-114
Huang, Hai; Liu, Chengfei; Zhou, Xiaofang
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Discovering the most influential sites over uncertain data: A rank-based approach

IEEE Transactions on Knowledge and Data Engineering, v. 24, (12), December 2012, article number 5871623, p. 2156-2169
Zheng, Kai; Huang, Zi; Zhou, Aoying; Zhou, Xiaofang
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Efficient subsequence matching over large video databases

The VLDB Journal, v. 21, (4), August 2012, p. 489-508
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Finding alternative shortest paths in spatial networks

ACM Transactions on Database Systems, v. 37, (4), December 2012, article number 29
Xie, Kexin; Deng, Ke; Shang, Shuo; Zhou, Xiaofang; Zheng, Kai
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Finding superior skyline points for multidimensional recommendation applications

World Wide Web, v. 15, (1), January 2012, p. 33-60
Yang, Jing; Fung, Gabriel Pui Cheong; Lu, Wei; Zhou, Xiaofang; Chen, Hong; Du, Xiaoyong
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Information Extraction From Microblogs: A Survey

International Journal of Software and Informatics, v. 6, (4), 2012, p. 495-522
Hua, Wen; Huynh, Dat T.; Hosseini, Saeid; Lu, Jiaheng; Zhou, Xiaofang
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On group nearest group query processing

IEEE Transactions on Knowledge and Data Engineering, v. 24, (2), February 2012, article number 5645619, p. 295-308
Deng, Ke; Sadiq, Shazia; Zhou, Xiaofang; Xu, Hu; Fung, Gabriel Pui Cheong; Lu, Yansheng
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PNN query processing on compressed trajectories

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Quick identification of near-duplicate video sequences with cut signature

World Wide Web, v. 15, (3), May 2012, p. 355-382
Xie, Qing; Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang; Pang, Chaoyi
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Spatial query processing for fuzzy objects

VLDB Journal, v. 21, (5), October 2012, p. 729-751
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Structure Tensor Series-Based Large Scale Near-Duplicate Video Retrieval

IEEE Transactions on Multimedia, v. 14, (4), August 2012, p. 1220-1233
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Effective data density estimation in ring-based P2P networks

Proceedings - International Conference on Data Engineering, v. 2012, April 2012, article number 6228117, p. 594-605
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Efficient buffer management for piecewise linear representation of multiple data streams

ACM International Conference Proceeding Series, 2012, p. 2114-2118
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ACM International Conference Proceeding Series, 2012, p. 1352-1361
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I/O cost minimization: Reachability queries processing over massive graphs

ACM International Conference Proceeding Series, 2012, p. 468-479
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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 7636 LNCS, 2012, p. 111-126
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Unsupervised feature selection using nonnegative spectral analysis

Proceedings of the AAAI Conference on Artificial Intelligence, v. 26, (1), 2012, article number 8289, p. 1026-1032
Li, Zechao; Yang, Yi; Liu, Jing; Zhou, Xiaofang; Lu, Hanqing
Conference paper

WebPut: Efficient web-based data imputation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 7651 LNCS, 2012, p. 243-256
Li, Zhixu; Sharaf, Mohamed A.; Sitbon, Laurianne; Sadiq, Shazia; Indulska, Marta; Zhou, Xiaofang
Conference paper

XML query processing using views

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 7142 LNCS, 2012, p. 136-139
Yao, Caiyun; Lu, Jiaheng; Wang, Wei; Zhou, Xiaofang
Conference paper
2011 25

Approximate entity extraction in temporal databases

World Wide Web, v. 14, (2), March 2011, p. 157-186
Lu, Wei; Fung, Gabriel Pui Cheong; Du, Xiaoyong; Zhou, Xiaofang; Chen, Lijiang; Deng, Ke
Article

Exploring distributional discrepancy for multidimensional point set retrieval

IEEE Transactions on Multimedia, v. 13, (1), February 2011, article number 5597949, p. 71-81
Shao, Jie; Shen, Heng Tao; Huang, Zi; Zhou, Xiaofang
Article

Flexible Provenance Tracing

International Journal of Systems and Service-Oriented Engineering, v. 2, (2), 2011, article number 1
Wang, Liwei; Koehler, Henning; Deng, Ke; Zhou, Xiaofang; Sadiq, Shazia
Article

Mining multi-tag association for image tagging

World Wide Web, v. 14, (2), March 2011, p. 133-156
Yang, Yang; Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang
Article

Providing built-in keyword search capabilities in RDBMS

VLDB Journal, v. 20, (1), February 2011, p. 1-19
Li, Guoliang; Feng, Jianhua; Zhou, Xiaofang; Wang, Jianyong
Article

SPARK2: Top-k keyword query in relational databases

IEEE Transactions on Knowledge and Data Engineering, v. 23, (12), 2011, article number 5728809, p. 1763-1780
Luo, Yi; Wang, Wei; Lin, Xuemin; Zhou, Xiaofang; Wang, Jianmin; Li, Keqiu
Article

Trajectory Indexing and Retrieval

Computing with Spatial Trajectories / Yu Zheng, Xiaofang Zhou (eds.). New York : Springer, 2011, p. 35-60, Ch. 2
Deng, Ke; Xie, Kexin; Zheng, Kevin; Zhou, Xiaofang
Book chapter

Continuously monitoring the correlations of massive discrete streams

CIKM '11: Proceedings of the 20th ACM international conference on Information and knowledge management / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2011, p. 1571-1575
Chen, Yueguo; Wang, Wei; Du, Xiaoyong; Zhou, Xiaofang
Conference paper

Discovering popular routes from trajectories

Proceedings - International Conference on Data Engineering, v. 2011, April 2011, article number 5767890, p. 900-911
Chen, Zaiben; Shen, Heng Tao; Zhou, Xiaofang
Conference paper

Effective data co-reduction for multimedia similarity search

SIGMOD '11: Proceedings of the 2011 ACM SIGMOD International Conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2011, p. 1021-1032
Huang, Zi; Shen, Heng Tao; Liu, Jiajun; Zhou, Xiaofang
Conference paper

Efficient histogram-based similarity search in ultra-high dimensional space

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 6588 LNCS, (Pt. 2), 2011, p. 1-15
Liu, Jiajun; Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang
Conference paper

Efficient parallel skyline processing using hyperplane projections

SIGMOD '11: Proceedings of the 2011 ACM SIGMOD International Conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2011, p. 85-96
Köhler, Henning; Yang, Jing; Zhou, Xiaofang
Conference paper

Enhance web pages genre identification using neighboring pages

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 6997 LNCS, 2011, p. 282-289
Zhu, Jia; Zhou, Xiaofang; Fung, Gabriel
Conference paper

Finding the most accessible locations: Reverse path nearest neighbor query in road networks

GIS '11: Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2011, p. 181-190
Shang, Shuo; Yuan, Bo; Deng, Ke; Xie, Kexin; Zhou, Xiaofang
Conference paper

Genetic algorithm based QoS-aware service compositions in cloud computing

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 6588 LNCS, (Pt. 2), 2011, p. 321-334
Ye, Zhen; Zhou, Xiaofang; Bouguettaya, Athman
Conference paper

ℓ2,1-Norm regularized discriminative feature selection for unsupervised learning

IJCAI International Joint Conference on Artificial Intelligence, v. 2011, July 2011, p. 1589-1594
Yang, Yi; Shen, Heng Tao; Ma, Zhigang; Huang, Zi; Zhou, Xiaofang
Conference paper

Learning-based relevance feedback for web-based relation completion

CIKM '11: Proceedings of the 20th ACM international conference on Information and knowledge management / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2011, p. 1535-1540
Li, Zhixu; Sitbon, Laurianne; Zhou, Xiaofang
Conference paper

Nonnegative spectral clustering with discriminative regularization

Proceedings of the AAAI Conference on Artificial Intelligence, v. 25, (1), 2011, article number 7922, p. 555-560
Yang, Yi; Shen, Heng Tao; Nie, Feiping; Ji, Rongrong; Zhou, Xiaofang
Conference paper

PartSS: An Efficient Partition-based Filtering for Edit Distance Constraints

Conferences in Research and Practice in Information Technology Series, v. 115, 2011, p. 103-112
Li, Zhixu; Sitbon, Laurianne; Zhou, Xiaofang
Conference paper

Probabilistic range queries for Uncertain Trajectories on road networks

ACM International Conference Proceeding Series, March 2011, p. 283-294
Zheng, Kai; Trajcevski, Goce; Zhou, Xiaofang; Scheuermann, P.
Conference paper

Providing flexible tradeoff for provenance tracking

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 6724 LNCS, 2011, p. 226-240
Wang, Liwei; Köehler, Henning; Deng, Ke; Zhou, Xiaofang; Sadiq, Shazia
Conference paper

Scheduling with freshness and performance guarantees for web: Applications in the cloud

Conferences in Research and Practice in Information Technology Series, v. 1115, 2011, p. 133-142
Zhu, Yingying; Sharaf, Mohamed A.; Zhou, Xiaofang
Conference paper

Searching Time Series Using Textual Approximation


Kawagoe, Kyoji; Abdulla-Al-Maruf; Deng, Ke; Zhou, Xiaofang
Conference paper

Storage and use of provenance information for relational database queries

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 6588 LNCS, (Pt. 2), 2011, p. 429-433
Bao, Zhifeng; Koehler, Henning; Zhou, Xiaofang; Wang Ling, Tok
Conference paper

Structure tensor series-based matching for near-duplicate video retrieval

MM '11: Proceedings of the 19th ACM international conference on Multimedia / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2011, p. 1057-1060
Zhou, Xiangming; Chen, Lei; Zhou, Xiaofang
Conference paper
2010 17

Adaptive Subspace Symbolization for Content-Based Video Detection

IEEE transactions on knowledge and data engineering, v. 22, (10), October 2010, p. 1372-1387
Zhou, Xiangmin; Zhou, Xiaofang; Chen, Lei; Shu, Yanfeng; Bouguettaya, Athman; Taylor, John A.
Article

Duplicate-insensitive order statistics computation over data streams

IEEE Transactions on Knowledge and Data Engineering, v. 22, (4), April 2010, article number 4799782, p. 493-507
Zhang, Ying; Lin, Xuemin; Yuan, Yidong; Kitsuregawa, Masaru; Zhou, Xiaofang; Yu, Jeffrey Xu
Article

Mining near-duplicate graph for cluster-based reranking of web video search results

ACM Transactions on Information Systems, v. 28, (4), November 2010, article number 22
Huang, Zi; Hu, Bo; Cheng, Hong; Shen, Heng Tao; Liu, Hongyan; Zhou, Xiaofang
Article

Path prediction and predictive range querying in road network databases

VLDB Journal, v. 19, (4), May 2010, p. 585-602
Jeung, Hoyoung; Yiu, Man Lung; Zhou, Xiaofang; Jensen, Christian S.
Article

Practical online near-duplicate subsequence detection for continuous video streams

IEEE Transactions on Multimedia, v. 12, (5), August 2010, article number 5466199, p. 386-398
Huang, Zi; Shen, Heng Tao; Shao, Jie; Cui, Bin; Zhou, Xiaofang
Article

Active duplicate detection

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5981 LNCS, (Pt. 1), 2010, p. 565-579
Deng, Ke; Wang, Liwei; Zhou, Xiaofang; Sadiq, Shazia; Fung, Gabriel Pui Cheong
Conference paper

Anddy: A system for author name disambiguation in digital library

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5982 LNCS, (Pt. 2), 2010, p. 444-447
Zhu, Jia; Fung, Gabriel Pui Cheong; Zhou, Xiaofang
Conference paper

Approximate Membership Localization (AML) for web-based join

CIKM '10: Proceedings of the 19th ACM international conference on Information and knowledge management / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2010, p. 1321-1324
Li, Zhixi; Sitbon, Laurianne; Wang, Liwei; Zhou, Xiaofang; Du, Xiaoyong
Conference paper

Efficient and continuous near-duplicate video detection

Advances in Web Technologies and Applications - Proceedings of the 12th Asia-Pacific Web Conference, APWeb 2010 / IEEE. Piscataway, NJ : IEEE, 2010, p. 260-266, Article number 5474129
Xie, Qing; Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang; Pang, Chaoyi
Conference paper

Efficient common items extraction from multiple sorted lists

Advances in Web Technologies and Applications - Proceedings of the 12th Asia-Pacific Web Conference, APWeb 2010 / IEEE. Piscataway, NJ : IEEE, 2010, p. 219-225, Article number 5474132
Lu, Wei; Rong, Chuitian; Chen, Jinchuan; Du, Xiaoyong; Fung, Gabriel Pui Cheong; Zhou, Xiaofang
Conference paper

Efficient web pages identification for entity resolution

WWW '10: Proceedings of the 19th international conference on World wide web / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2010, p. 1223-1224
Zhu, Jia; Fung, Gabriel; Zhou, Xiaofang
Conference paper

Extract interesting skyline points in high dimension

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5982 LNCS, (Pt. 2), 2010, p. 94-108
Fung, Gabriel Pui Cheong; Lu, Wei; Yang, Jing; Du, Xiaoyong; Zhou, Xiaofang
Conference paper

Group visible nearest neighbor queries in spatial databases

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 6184 LNCS, 2010, p. 333-344
Xu, Hu; Li, Zhicheng; Lu, Yansheng; Deng, Ke; Zhou, Xiaofang
Conference paper

K-nearest neighbor search for fuzzy objects

SIGMOD '10: Proceedings of the 2010 ACM SIGMOD International Conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2010, p. 699-710
Zheng, Kai; Fung, Pui Cheong; Zhou, Xiaofang
Conference paper

Sampling dirty data for matching attributes

SIGMOD '10: Proceedings of the 2010 ACM SIGMOD International Conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2010, p. 63-74
Köhler, Henning; Zhou, Xiaofang; Sadiq, Sadiq; Shu, Yanfeng; Taylor, Kerry
Conference paper

Searching trajectories by locations: An efficiency study

SIGMOD '10: Proceedings of the 2010 ACM SIGMOD International Conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2010, p. 255-266
Chen, Zaiben; Shen, Heng Tao; Zhou, Xiaofang; Zheng, Yu; Xie, Xing
Conference paper

Transitivity-preserving skylines for partially ordered domains

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5982 LNCS, (Pt. 2), 2010, p. 109-115
Köhler, Henning; Zheng, Kai; Yang, Jing; Zhou, Xiaofang
Conference paper
2009 22

An Efficient Near-Duplicate Video Shot Detection Method Using Shot-Based Interest Points

IEEE Transactions on Multimedia, v. 11, (5), August 2009, p. 879-891
Zhou, Xiangmin; Zhou, Xiaofang; Chen, Lei; Bouguettaya, Athman; Xiao, Nong; Taylor, John A.
Article

Bounded coordinate system indexing for real-time video clip search

ACM Transactions on Information Systems, v. 27, (3), May 2009, article number 17
Huang, Zi; Shen, Heng Tao; Shao, Jie; Zhou, Xiaofang; Cui, Bin
Article

Effective and efficient query processing for video subsequence identification

IEEE Transactions on Knowledge and Data Engineering, v. 21, (3), March 2009, p. 321-334
Shen, Heng Tao; Shao, Jie; Huang, Zi; Zhou, Xiaofang
Article

Hybrid information retrieval policies based on cooperative cache in mobile P2P networks

Frontiers of Computer Science in China, v. 3, (3), August 2009, p. 381-395
Xu, Quanqing; Shen, Heng Tao; Chen, Zaiben; Cui, Bin; Zhou, Xiaofang; Dai, Yafei
Article

Instance optimal query processing in spatial networks

VLDB Journal, v. 18, (3), June 2009, p. 675-693
Deng, Ke; Zhou, Xiaofang; Shen, Heng Tao; Sadiq, Sadiq; Li, Xue
Article

MOIR/MT: monitoring large-scale road network traffic in real-time

Proceedings of the VLDB Endowment, v. 2, (2), August 2009, p. 1538-1541
Liu, Kuien; Deng, Ke; Ding, Zhiming; Li, Mingshu; Zhou, Xiaofang
Article

Speed up interactive image retrieval

VLDB Journal, v. 18, (1), January 2009, p. 329-343
Shen, Heng Tao; Jiang, Shouxu; Tan, Kian-Lee; Huang, Zi; Zhou, Xiaofang
Article

Using local popularity of web resources for geo-ranking of search engine results

World Wide Web, v. 12, (2), March 2009, p. 149-170
Asadi, Saeid; Zhou, Xiaofang; Yang, Guowei
Article

数据质量

中国计算机协会通讯=Communications of Chinese Computer Federation, v. 5, (2), 2009, p. 49-51
周晓方
Article

A subspace symbolization approach to content-based video search

Proceedings - International Conference on Data Engineering, v. 2009, April 2009, article number 4812498, p. 1191-1194
Zhou, Xiangmin; Zhou, Xiaofang; Bouguettaya, Athman; Taylor, John A.
Conference paper

A term-based driven clustering approach for name disambiguation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5446, 2009, p. 320-331
Zhu, Jia; Zhou, Xiaofang; Fung, Gabriel Pui Cheong
Conference paper

Data quality aware queries in collaborative information systems

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5446, 2009, p. 39-50
Yeganeh, N.K.; Sadiq, S.; Deng, K.; Zhou, Xiaofang
Conference paper

Efficient information retrieval in mobile peer-to-peer networks

CIKM '09: Proceedings of the 18th ACM conference on Information and knowledge management / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2009, p. 967-976
Chen, Lijiang; Cui, Bin; Shen, Heng Tao; Lu, Wei; Zhou, Xiaofang
Conference paper

From trajectories to activities: A spatio-temporal join approach

LBSN '09: Proceedings of the 2009 International Workshop on Location Based Social Networks / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2009, p. 25-32
Xie, Kexin; Deng, Ke; Zhou, Xiaofang
Conference paper

High-dimensional indexing with oriented cluster representation for multimedia databases

2009 IEEE International Conference on Multimedia and Expo, ICME 2009 - Proceedings / IEEE. Piscataway, NJ : IEEE, 2009, p. 1628-1631
Shen, Heng Tao; Huang, Zi; Cao, Jinli; Zhou, Xiaofang
Conference paper

Hybrid retrieval mechanisms in vehicle-based P2P networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5544 LNCS, (Pt. 1), 2009, p. 303-314
Xu, Quanqing; Shen, Heng Tao; Chen, Zaiben; Cui, Bin; Zhou, Xiaofang; Dai, Yafei
Conference paper

Instant advertising in mobile peer-to-peer networks

Proceedings - International Conference on Data Engineering, v. 2009, April 2009, article number 4812450, p. 736-747
Chen, Zaiben; Shen, Heng Tao; Xu, Quanqing; Zhou, Xiaofang
Conference paper

Interactive near-duplicate video retrieval and detection

MM '09: Proceedings of the 17th ACM international conference on Multimedia / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2009, p. 1001-1002
Cheng, Ran; Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang
Conference paper

IRank: A term-based innovation ranking system for conferences and scholars

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5446, 2009, p. 126-137
Li, Zhixu; Du, Xiaoyong; Liu, Hongyan; He, Jun; Zhou, Xiaofang
Conference paper

Monitoring path nearest neighbor in road networks

SIGMOD '09: Proceedings of the 2009 ACM SIGMOD International Conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2009, p. 591-602
Chen, Zaiben; Shen, Heng Tao; Zhou, Xiaofang; Yu, Jeffrey Xu
Conference paper

Online near-duplicate video clip detection and retrieval: An accurate and fast system

Proceedings - International Conference on Data Engineering, v. 2009, April 2009, article number 4812560, p. 1511-1514
Huang, Zi; Wang, Liping; Shen, Heng Tao; Shao, Jie; Zhou, Xiaofang
Conference paper

Progressive keyword search in relational databases

Proceedings - International Conference on Data Engineering, v. 2009, April 2009, article number 4812496, p. 1183-1186
Li, Guoliang; Zhou, Xiaofang; Feng, Jianhua; Wang, Jianyong
Conference paper
2008 17

A multi-resolution surface distance model for k-NN query processing

VLDB Journal, v. 17, (5), August 2008, p. 1101-1119
Deng, Ke; Zhou, Xiaofang; Shen, Heng Tao; Liu, Qing; Xu, Kai; Lin, Xuemin
Article

Batch nearest neighbor search for video retrieval

IEEE Transactions on Multimedia, v. 10, (3), April 2008, article number 4456694, p. 409-420
Shao, Jie; Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang; Lim, Ee-Peng; Li, Yijun
Article

Challenges and techniques for effective and efficient similarity search in large video databases

Proceedings of the VLDB Endowment, v. 1, (2), August 2008, p. 1598-1603
Shao, Jie; Shen, Heng Tao; Zhou, Xiaofang
Article

Discovery of convoys in trajectory databases

Proceedings of the VLDB Endowment, v. 1, (1), August 2008, p. 1068-1080
Jeung, Hoyoung; Yiu, Man Lung; Zhou, Xiaofang; Jensen, Christian S.; Shen, Heng Tao
Article

Localized co-occurrence model for fast approximate search in 3D structure databases

IEEE Transactions on Knowledge and Data Engineering, v. 20, (4), April 2008, article number 4407704, p. 519-531
Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang
Article

A hybrid prediction model for moving objects

Proceedings - International Conference on Data Engineering, v. 2008, April 2008, article number 4497415, p. 70-79
Jeung, Hoyoung; Liu, Qing; Shen, Heng Tao; Zhou, Xiaofang
Conference paper

Achieving effective multi-term queries for fast DHT information retrieval

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5175 LNCS, 2008, p. 20-35
Xu, Quanqing; Shen, Heng Tao; Dai, Yafei; Cui, Bin; Zhou, Xiaofang
Conference paper

Computing relaxed answers on RDF databases

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5175 LNCS, 2008, p. 163-175
Huang, Hai; Liu, Chengfei; Zhou, Xiaofang
Conference paper

Content-based video search: Is there a need, and is it possible?

Proceedings - 2008 International Workshop on Information-Explosion and Next Generation Search, INGS 2008 / IEEE. Piscataway, NJ : IEEE, 2008, p. 12-19, Article number 4627227
Huang, Zi; Li, Yijun; Shao, Jie; Shen, Heng Tao; Wang, Liping; Zhang, Danqing; Zhou, Xiangmin; Zhou, Xiaofang
Conference paper

Convoy queries in spatio-temporal databases

Proceedings - International Conference on Data Engineering, v. 2008, April 2008, article number 4497588, p. 1457-1459
Jeung, Hoyoung; Shen, Heng Tao; Zhou, Xiaofang
Conference paper

Data Quality in Web Information Systems

Lecture Notes in Computer Science, v. 5175, 2008, p. 1
Zhou, Xiaofang; Sadiq, Shazia; Deng, Ke
Conference paper

Distribution-based similarity measures for multi-dimensional point set retrieval applications

MM '08: Proceedings of the 16th ACM international conference on Multimedia / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2008, p. 429-438
Shao, Jie; Huang, Zi; Shen, Heng Tao; Shen, Jialie; Zhou, Xiaofang
Conference paper

Locality condensation: A new dimensionality reduction method for image retrieval

MM '08: Proceedings of the 16th ACM international conference on Multimedia / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2008, p. 219-228
Huang, Zi; Shen Tao, H.; Shao, Jie; Rüger, Stefan; Zhou, Xiaofang
Conference paper

Location update strategies for network-constrained moving objects

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4947 LNCS, 2008, p. 644-652
Ding, Zhiming; Zhou, Xiaofang
Conference paper

MOIR: A prototype for managing moving objects in road networks

Proceedings - IEEE International Conference on Mobile Data Management, v. 2008, April 2008, article number 4511458, p. 219-220
Ding, Zhiming; Guo, Limin; Liu, Kuien; Wu, Hu; Zhou, Xiaofang
Conference paper

Pattern-based extraction of addresses from web page content

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4976 LNCS, 2008, p. 407-418
Asadi, Saeid; Yang, Guowei; Zhou, Xiaofang; Shi, Yuan; Zhai, Boxuan; Jiang, Wendy Wen-Rong
Conference paper

Research and practice in data quality

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4976 LNCS, 2008, p. 41-42
Sadiq, Shazia; Zhou, Xiaofang; Deng, Ke
Conference paper
2007 17

An adaptive and dynamic dimensionality reduction method for high-dimensional indexing

VLDB Journal, v. 16, (2), April 2007, p. 219-234
Shen, Heng Tao; Zhou, Xiaofang; Zhou, Aoying
Article

Capture local information in shape representation

Multimedia Tools and Applications, v. 33, (2), May 2007, p. 157-174
Shen, Heng Tao; Zhou, Xiaofang
Article

A new similarity measure for near duplicate video clip detection

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4505 LNCS, 2007, p. 176-187
Zhou, Xiangmin; Zhou, Xiaofang; Shen, Heng Tao
Conference paper

An adaptive and efficient unsupervised shot clustering algorithm for sports video

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4443 LNCS, 2007, p. 127-139
Liao, Jia; Wang, Guoren; Zhang, Bo; Zhou, Xiaofang; Yu, Ge
Conference paper

Data quality - The key success factor for data driven engineering

IFIP International Conference on Network and Parallel Computing Workshops, NPC 2007 / Editors Keqiu Li, Yang Xiang, Hai Jin, Wenyu Qu, Zhiying Cao. Los Alamitos : IEEE, 2007, p. 48-53
Sadiq, Shazia; Zhou, Xiaofang; Orlowska, Maria
Conference paper

Dimensionality reduction for dimension-specific search

SIGIR '07: Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2007, p. 849-850
Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang; Song, Dawei; Rüger, Stefan
Conference paper

Dual dimensionality reduction for efficient video similarity search

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4654 LNCS, 2007, p. 397-406
Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang; Shao, Jie
Conference paper

Dynamic batch nearest neighbor search in video retrieval

Proceeding of 2007 IEEE 23rd International Conference on Data Engineering / IEEE. Piscataway, NJ : IEEE, 2007, p. 1395-1399, Article number 4221810
Shao, Jie; Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang; Li, Yijun
Conference paper

Efficient similarity search by summarization in large video database

Conferences in Research and Practice in Information Technology Series, v. 63, 2007, p. 161-167
Zhou, Xiaofang; Shen, Heng Tao
Conference paper

Mining trajectory patterns using hidden Markov models

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4654 LNCS, 2007, p. 470-480
Jeung, Hoyoung; Shen, Heng Tao; Zhou, Xiaofang
Conference paper

Multi-source skyline query processing in road networks

Proceeding of 2007 IEEE 23rd International Conference on Data Engineering / IEEE. Piscataway, NJ : IEEE, 2007, p. 796-805, Article number 4221728
Deng, Ke; Zhou, Xiaofang; Shen, Heng Tao
Conference paper

Selectivity estimation by batch-query based histogram and parametric method

Conferences in Research and Practice in Information Technology Series, v. 63, 2007, p. 93-102
Luo, Jizhou; Zhou, Xiaofang; Zhang, Yu; Shen, Heng Tao; Li, Jianzhong
Conference paper

Spark: Top-k keyword query in relational databases

SIGMOD '07: Proceedings of the 2007 ACM SIGMOD international conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2007, p. 115-126
Luo, Yi; Lin, Xuemin; Wang, Wei; Zhou, Xiaofang
Conference paper

Statistical summarization of content features for fast near-duplicate video detection

MM '07: Proceedings of the 15th ACM international conference on Multimedia / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2007, p. 164-165
Shen, Heng Tao; Zhou, Xiaofang; Huang, Zi; Shao, Jie
Conference paper

Summarizing order statistics over data streams with duplicates

Proceeding of 2007 IEEE 23rd International Conference on Data Engineering / IEEE. Piscataway, NJ : IEEE, 2007, p. 1329-1333, Article number 4221794
Zhang, Ying; Lin, Xuemin; Yuan, Yidong; Kitsuregawa, Masaru; Zhou, Xiaofang; Yu, Jeffrey Xu
Conference paper

The University of Queensland at TRECVID 2007 search task


Shen, Heng Tao; Zhou, Xiaofang; Shao, Jie; Huang, Zi
Conference paper

UQLIPS: A real-time near-duplicate video clip detection system

VLDB '07: Proceedings of the 33rd international conference on Very large data bases / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2007, p. 1374-1377
Shen, Heng Tao; Zhou, Xiaofang; Huang, Zi; Shao, Jie; Zhou, Xiangmin
Conference paper
2006 12

A multiresolution terrain model for efficient visualization query processing

IEEE Transactions on Knowledge and Data Engineering, v. 18, (10), October 2006, article number 1683773, p. 1382-1396
Xu, Kai; Zhou, Xiaofang; Lin, Xuemin; Shen, Heng Tao; Deng, Ke
Article

Approximate processing of massive continuous quantile queries over high-speed data streams

IEEE Transactions on Knowledge and Data Engineering, v. 18, (5), May 2006, p. 683-698
Lin, Xuemin; Xu, Jian; Zhang, Qing; Lu, Hongjun; Yu, Jeffrey Xu; Zhou, Xiaofang; Yuan, Yidong
Article

ICICLE: A semantic-based retrieval system for WWW images

Multimedia Systems, v. 11, (5), June 2006, p. 438-454
Shen, Heng Tao; Tan, Kian-Lee; Zhou, Xiaofang; Cui, Bin
Article

Indexing and integrating multiple features for WWW images

World Wide Web, v. 9, (3), October 2006, p. 343-364
Shen, Heng Tao; Zhou, Xiaofang; Cui, Bin
Article

Summarizing level-two topological relations in large spatial datasets

ACM Transactions on Database Systems, v. 31, (2), June 2006, p. 584-630
Lin, Xuemin; Liu, Qing; Yuan, Yidong; Zhou, Xiaofang; Lu, Hongjun
Article

3D protein structure matching by patch signatures

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4080 LNCS, 2006, p. 528-537
Huang, Zi; Zhou, Xiaofang; Shen, Heng Tao; Song, Dawei
Conference paper

A grid-enabled architecture for geospatial data sharing

Proceedings of 2006 IEEE Asia-Pacific Conference on Services Computing, APSCC 2006 / IEEE. Los Alamitos : IEEE, 2006, p. 396-375, Article number 4041260
Shu, Yanfeng; Zhang, Jack Fan; Zhou, Xiaofang
Conference paper

Calculation of target locations for Web resources

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4255 LNCS, 2006, p. 277-288
Asadi, Saeid; Xu, Jiajie; Shi, Yuan; Diederich, Joachim; Zhou, Xiaofang
Conference paper

Dimensionality reduction in patch-signature based protein structure matching

Conferences in Research and Practice in Information Technology Series, v. 49, 2006, p. 89-97
Huang, Zi; Zhou, Xiaofang; Song, Dawei; Bruza, Peter
Conference paper

Discovering task-oriented usage pattern for web recommendation

Conferences in Research and Practice in Information Technology Series, v. 49, 2006, p. 167-174
Xu, Guangdong; Zhang, Yanchun; Zhou, Xiaofang
Conference paper

Surface k-NN query processing

Proceedings of 22nd International Conference on Data Engineering, ICDE '06 / IEEE. Piscataway, NJ : IEEE, 2006, p. 78
Deng, Ke; Zhou, Xiaofang; Shen, Heng Tao; Xu, Kai; Lin, Xuemin
Conference paper

Web-based system for electronic navigational charts using GML and SVG

Proceedings: 5th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2006) In conjunction with 1st IEEE/ACIS International Workshop on Component-Based Software Engineering, Software Architecture and Reuse (COMSAR 2006) / IEEE. Los Alamitos : IEEE, 2006, p. 485-490, Article number 1652037
Kam, Seung Chul; Lee, Seong Dae; Park, Hyu Chan; Zhou, Xiaofang
Conference paper
2005 18

A latent usage approach for clustering web transaction and building user profile

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 3584 LNAI, 2005, p. 31-42
Zhang, Yanchun; Xu, Guandong; Zhou, Xiaofang
Conference paper

A new indexing method for high dimensional dataset

Lecture Notes in Computer Science, v. 3453, 2005, p. 385-397
An, Jiyuan; Chen, Yi-Ping Phoebe; Xu, Qinying; Zhou, Xiaofang
Conference paper

A Web recommendation technique based on probabilistic latent semantic analysis

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 3806 LNCS, 2005, p. 15-28
Xu, Guandong; Zhang, Yanchun; Zhou, Xiaofang
Conference paper

BM+-tree: A hyperplane-based index method for high-dimensional metric spaces

Lecture Notes in Computer Science, v. 3453, 2005, p. 398-409
Zhou, Xiangmin; Wang, Guoren; Zhou, Xiaofang; Yu, Ge
Conference paper

Discovering user access pattern based on probabilistic latent factor model

Conferences in Research and Practice in Information Technology Series, v. 39, 2005, p. 27-35
Xu, Guandong; Zhang, Yanchun; Ma, Jiangang; Zhou, Xiaofang
Conference paper

Expansion-based algorithms for finding single pair shortest path on surface

Lecture Notes in Computer Science, v. 3428, 2005, p. 151-166
Deng, Ke; Zhou, Xiaofang
Conference paper

Filtering duplicate items over distributed data streams

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 3739 LNCS, 2005, p. 779-784
Xia, Tian; Jin, Cheqing; Zhou, Xiaofang; Zhou, Aoying
Conference paper

High dimensional indexing for protein structure matching using bowties

Series on Advances in Bioinformatics and Computational Biology, v. 1, 2005, p. 21-30
Huang, Zi H.; Zhou, Xiaofang; Song, Dawei
Conference paper

Indexing text and visual features for WWW images

Lecture Notes in Computer Science, v. 3399, 2005, p. 885-899
Shen, Heng Tao; Zhou, Xiaofang; Cui, Bin
Conference paper

Matching commercial clips from TV streams using a unique, robust and compact signature

Proceedings of the Digital Imaging Computing: Techniques and Applications, DICTA 2005 / IEEE. Piscataway, NJ : IEEE, 2005, p. 266-272, Article number 1578137
Li, Yijun; Jin, Jesse S.; Zhou, Xiaofang
Conference paper

Multiresolution query optimization in an online environment

Lecture Notes in Computer Science, v. 3399, 2005, p. 730-741
Xu, Kai; Zhou, Xiaofang
Conference paper

Searching the world wide web for local services and facilities: A review on the patterns of location-based queries

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 3739 LNCS, 2005, p. 91-101
Asadi, Saeid; Chang, Chung-Yi; Zhou, Xiaofang; Diederich, Joachim
Conference paper

Semantic caching for multiresolution spatial query processing in mobile environments

Lecture Notes in Computer Science, v. 3633, 2005, p. 382-399
Sun, Sai; Zhou, Xiaofang; Shen, Heng Tao
Conference paper

Semantic caching for web-based spatial applications

Lecture Notes in Computer Science, v. 3399, 2005, p. 783-794
Sun, Sai; Zhou, Xiaofang
Conference paper

Towards effective indexing for very large video sequence database

SIGMOD '05: Proceedings of the 2005 ACM SIGMOD international conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2005, p. 730-741
Shen, Heng Tao; Ooi, Beng Chin; Zhou, Xiaofang
Conference paper

Towards user profiling for web recommendation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 3809 LNAI, 2005, p. 415-424
Xu, Guandong; Zhang, Yanchun; Zhou, Xiaofang
Conference paper

Using probabilistic latent semantic analysis for web page grouping

Proceedings of the IEEE International Workshop on Research Issues in Data Engineering, v, 2005, April 2005, p. 29-36
Xu, Guangdong; Zhang, Yanchun; Zhou, Xiaofang
Conference paper

Video matching using binary signature

Proceedings of 2005 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2005 / IEEE. Piscataway, NJ : IEEE, 2005, p. 317-320, Article number 1595410
Li, Yijun; Jin, Jesse S.; Zhou, Xiaofang
Conference paper
2004 8

A Scaleless Data Model for Direct and Progressive Spatial Query Processing

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 3289, 2004, p. 148-159
Sun, Sai; Prasher, Sham; Zhou, Xiaofang
Conference paper

Automatic texture segmentation for texture-based image retrieval

10th International Multimedia Modelling Conference, 2004 - Proceedings / IEEE. Piscataway, NJ : IEEE, 2004, p. 285-290
Liu, Ying; Zhou, Xiaofang
Conference paper

Computational Archaeology


Bordes, Nicole; Pailthorpe, Bernard; Hall, Jay; Loy, Tom; Williams, Michael; Ulm, Sean; Zhou, Xiaofang; Fletcher, R
Conference paper

Direct mesh: A multiresolution approach to terrain visualization

Proceedings of 20th International Conference on Data Engineering / IEEE. Piscataway, NJ : IEEE, 2004, p. 766-776
Xu, Kai; Zhou, Xiaofang; Lin, Xuemin
Conference paper

Extracting texture features from arbitrary-shaped regions for image retrieval

IEEE International Conference on Multimedia and Expo (ICME), v. 3, 2004, p. 1891-1894
Liu, Ying; Zhou, Xiaofang; Ma, Wei-Ying
Conference paper

Multiresolution Amalgamation: Dynamic Spatial Data Cube Generation

Database Technologies 2004: Proceedings of the 15th Australasian Database Conference (ADC 2004) / The Australian Computer Society. Sydney, Australia : The Australian Computer Society, 2004, p. 103-111
Prasher, Sham; Zhou, Xiaofang
Conference paper

Multiresolution spatial databases: Making web-based spatial applications faster

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 3007, 2004, p. 36-47
Zhou, Xiaofang; Prasher, Sham; Sun, Sai; Xu, Kai
Conference paper

Space efficient quantile summary for constrained sliding windows on a data stream

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 3129, 2004, p. 34-44
Xu, Jian; Lin, Xuemin; Zhou, Xiaofang
Conference paper
2003 6

Confirmation: Increasing resource availability for transactional workflows

Information Sciences, v. 153, (SUPP), July 2003, p. 37-53
Liu, Chengfei; Lin, Xuemin; Orlowska, Maria; Zhou, Xiaofang
Article

Dynamic multi-resolution spatial object derivation for mobile and WWW applications

World Wide Web, v. 6, (3), December 2003, p. 305-325
Prasher, Sham; Zhou, Xiaofang; Kitsuregawa, Masaru
Article

Efficient update and retrieval of objects in a multiresolution geospatial database

Proceedings of the International Conference on Scientific and Statistical Database Management, SSDBM, v. 2003, January 2003, article number 1214980, p. 193-201
Prasher, Sham; Zhou, Xiaofang
Conference paper

Finding event-oriented patterns in long temporal sequences

Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), v. 2637, 2003, p. 15-26
Sun, Xingzhi; Orlowska, Maria E.; Zhou, Xiaofang
Conference paper

Multiscale histograms: Summarizing topological relations in large spatial datasets

Proceedings of the 29th Annual International Conference on Very Large Data Bases / Johann-Christoph Freytag, Peter Lockemann, Serge Abitebou,l Michael Carey, Patricia Selinger, Andreas Heuer. Burlington, Massachusetts, USA : Morgan Kaufmann, 2003, p. 814-825
Lin, Xuemin; Liu, Qing; Yuan, Yidong; Zhou, Xiaofang
Conference paper

Texture segmentation based on features in wavelet domain for image retrieval

Proceedings of SPIE - The International Society for Optical Engineering, v. 5150 III, 2003, p. 2026-2034
Liu, Ying; Wu, Si; Zhou, Xiaofang
Conference paper
2002 5

Wavelet-based image segment representation

Electronics Letters, v. 38, (19), September 2002, p. 1091-1092
Ying, Liu; Ranganath, S.; Zhou, Xiaofang
Article

空間信息檢索及其數據庫概化技術

軟件學報=Journal of Software, v. 13, (8), 2002, p. 1534-1539
陸桑璐; 周曉方; 陳貴海; 謝立
Article

Comparison of wavelet and cosine basis for representation of arbitrarily shaped image segments

Proceeding of the International Conference on Telecommunications, v. 1, 2002, p. 441-445
Liu, Y.; Ranganath, S.; Zhou, Xiaofang
Conference paper

Database support for spatial generalisation for WWW and mobile applications

WISE 2002 - Proceedings of the 3rd International Conference on Web Information Systems Engineering / IEEE. Piscataway, NJ : IEEE, 2002, p. 239-246, Article number 1181660
Zhou, Xiaofang; Prasher, Sham; Kitsuregawa, Masaru
Conference paper

Secondary Storage Terrain Visualization in a Client-server Environment: A Survey

Proceedings of the IASTED International Conference: Networks, Parallel and Distributed Processing, and Applications, v. 1, 2002, p. 206-210
Xu, Kai; Zhou, Xiaofang
Conference paper
2001 3

Efficiently computing weighted proximity relationships in spatial databases

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 2118, 2001, p. 279-290
Lin, Xuemin; Zhou, Xiaomei; Liu, Chengfei; Zhou, Xiaofang
Conference paper

Improving backward recovery in workflow systems

Proceedings - 7th International Conference on Database Systems for Advanced Applications, DASFAA 2001 / IEEE. Piscataway, NJ : IEEE, 2001, p. 276-283, Article number 916388
Liu, Chengfei; Orlowska, Maria; Lin, Xuemin; Zhou, Xiaofang
Conference paper

Using visual spatial search interface for WWW applications

Information Systems, v. 26, (2), April 2001, p. 61-74
Zhou, Xiaofang; Yates, Joseph D.; Chen, Guihai
Conference paper
2000 6

On incremental global update support in cooperative database systems

Informatica (Ljubljana), v. 24, (1), March 2000, p. 27-31
Liu, Chengfei; Zhou, Xiaofang; Cao, Jinli; Lin, Xuemin
Article

Schedule of join operations to reduce I/O cost in spatial database systems

Data and Knowledge Engineering, v. 35, (3), December 2000, p. 299-317
Xiao, Jitian; Zhang, Yanchun; Jia, Xiaohua; Zhou, Xiaofang
Article

On spatial information retrieval and database generalization

Proceedings - 2000 Kyoto International Conference on Digital Libraries: Research and Practice, KyotoDL 2000 / IEEE. Piscataway, NJ : IEEE, 2000, p. 328-334, Article number 942191
Zhou, Xiaofang; Zhang, Yanchun; Lu, Sanglu; Chen, Guihai
Conference paper

Searching the Web using a map

Proceedings of the 1st International Conference on Web Information Systems Engineering, WISE / IEEE. Piscataway, NJ : IEEE, 2000, p. 222-229, Article number 882396
Yates, Joseph D.; Zhou, Xiaofang
Conference paper

Spatial query processing using generalized filter

International Journal of Cooperative Information Systems, v. 9, (1-2), March 2000, p. 77-91
Zhou, Xiaofang; Lin, X.; Liu, C.; Cao, J.
Conference paper

Spatiotemporal data modelling and management: A survey

Proceeding of 36th International Conference on Technology of Object-Oriented Languages and Systems (TOOLS 36 / IEEE. Piscataway, NJ : IEEE, 200, p. 201-211
Wang, Xiaoyu; Zhou, Xiaofang; Lu, Sanglu
Conference paper
1999 12

Caching strategies for spatial joins

GeoInformatica, v. 3, (1), 1999, p. 33-59
Abel, David J.; Gaede, Volker; Power, Robert A.; Zhou, Xiaofang
Article

SMART: Towards spatial internet marketplaces

GeoInformatica, v. 3, (2), 1999, p. 141-164
Abel, David J.; Gaede, Volker J.; Taylor, Kerry L.; Zhou, Xiaofang
Article

一個基于多服務員系統的Internet市場服務管理模型

计算机学报=Journal of Computers, v. 22, (4), April 1999, p. 424-430
周笑波; 謝立; 周曉方
Article

A Spatial Database as a Component of Integrated Database System

Proceedings 1999 International Symposium on Database Applications in Non-Traditional Environments (DANTE'99) / Edited by Yahiko Kambayasbi and Hiroki Takakura. Piscataway, NJ : IEEE, 1999, p. 203-212
Orlowska, Maria E.; Zhou, Xiaofang
Conference paper

Building a Repository for Workflow Systems

Proceedings: Technology of Object-Oriented Languages and Systems, TOOLS 31 / Edited by Jian Chen, Jian Lu, Bertrand Meye. Los Alamitos : IEEE, 1999, p. 348-357
Liu, Chengfei; Lin, Xuemin; Zhou, Xiaofang; Orlowska, Maria
Conference paper

Confirmation: a solution for non-compensatability in workflow applications

Proceeding of 15th International Conference on Data Engineering, ICDE-99 / IEEE. Piscataway, NJ : IEEE, 1999, p. 102
Liu, Chengfei; Orlowska, Maria; Zhou, Xiaofang; Lin, Xuemin
Conference paper

Efficient polygon amalgamation methods for spatial OLAP and spatial data mining

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 1651, 1999, p. 167-187
Zhou, Xiaofang; Truffet, David; Han, Jiawei
Conference paper

Efficiently Computing Frequent Tree-Like Topology Patterns in a Web Environment

Proceedings: Technology of Object-Oriented Languages and Systems, TOOLS 31 / Edited by Jian Chen, Jian Lu, Bertrand Meye. Los Alamitos : IEEE, 1999, p. 440-447
Lin, Xuemin; Liu, Chengfei; Zhang, Yanchun; Zhou, Xiaofang
Conference paper

Generalization of Spatial Data for Web Presentation


Zhou, Xiaofang; Krumm-Heller, Alex; Gaede, Volker
Conference paper

Global Transaction Management in a Cooperative Database System


Liu, Chengfei; Zhou, Xiaofang; Cao, Jinli; Lin, Xuemin
Conference paper

Navigation of the Internet with Spatial Databases

Proceedings 1999 International Symposium on Database Applications in Non-Traditional Environments (DANTE'99) / Edited by Yahiko Kambayasbi and Hiroki Takakura. Piscataway, NJ : IEEE, 1999, p. 121-124
Yate, Joseph D.; Zhou, Xiaofang
Conference paper

On the Optimization of Complex Spatial Queries

Proceedings of the 2nd International Symposium on Cooperative Database Systems for Advanced Applications / Yanchun Zhang, Marek Rusinkiewicz, and Yahiko Kambayashi. Singapore : Springer, 1999, p. 251-262
Zhou, Xiaofang; Zhang, Yanchun; Liu, Chengfei; Lin, Xuemin
Conference paper
1998 3

Data Partitioning for Parallel Spatial Join Processing

GeoInformatica, v. 2, (2), June 1998, p. 175-204
Zhou, Xiaofang; Abel, David J.; Truffet, David
Article

Data Declustering and Cluster-Ordering Technique for Spatial Join Scheduling

Information Organization and Databases: Foundations of Data Organization / edited by Katsumi Tanaka, Shahram Ghandeharizadeh, Yahiko Kambayashi. New York : Springer Science+Business Media, 2000, p. 313-325, Book series: Kluwer international series in engineering and computer science, v. SECS 579
Xiao, Jitian; Zhang, Yanchun; Jia, Xiaohua; Zhou, Xiaofang
Conference paper

Issues in Workflow and Web-Based Workflow Management


Liu, Chengfei; Zhou, Xiaofang; Orlowska, Maria E.
Conference paper
1997 3

A declustering algorithm for minimising spatial join cost

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 1276, 1997, p. 363-372
Zhang, Yanchun; Xiao, Jitian; Zhou, Xiaofang
Conference paper

A Request Specification Language for Spatial Internet Marketplaces


Gaede. Volker; Taylor, Kerry; Zhou, Xiaofang
Conference paper

Data partitioning for parallel spatial join processing

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 1262 LNCS, 1997, p. 178-196
Zhou, Xiaofang; Abel, David J.; Truffet, David
Conference paper
1996 2

Parallel transitive closure computation in relational databases

Information Sciences, v. 92, (1-4), July 1996, p. 109-135
Zhou, Xiaofang; Zhang, Yanchun; Orlowska, Marie E.
Article

Efficient Matrix Based Transitive Closure Algorithms for Functional Dependency Graphs


Ewald, Catherine A.; Zhou, Xiaofang
Conference paper
1995 2

Handling data skew in parallel hash join computation using two-phase scheduling

Proceedings 1st International Conference on Algorithms and Architectures for Parallel Processing, vol. 2 / IEEE. Piscataway, NJ : IEEE, 1995, p. 527-536
Zhou, Xiaofang; Orlowska, Maria E.
Conference paper

Using parallel semi-join reduction to minimize distributed query response time

Proceedings 1st International Conference on Algorithms and Architectures for Parallel Processing, vol. 2 / IEEE. Piscataway, NJ : IEEE, 1995, p. 517-526
Lin, Xuemin; Orlowska, Maria E.; Zhou, Xiaofang
Conference paper
1994 4

A new fragmentation scheme for recursive query processing

Data and Knowledge Engineering, v. 13, (2), September 1994, p. 177-192
Zhou, Xiaofang; Zhang, Yanchun; Orlowska, Maria E.
Article

Implementation and Evaluation of Join Algorithms on the Massively Parallel Computer MasPar MP-1


Zhou, Xiaofang; Orlowska, Maria E.
Conference paper

On Decomposition of Functional Dependency Manipulation for Parallel Execution


Zhou, Xiaofang; Zhang, Yanchun; Orlowska, Maria E.
Conference paper

The Virtual Database: a Tool for Migration from Legacy Land Information Systems


Abel, David J.; Ooi, Beng Chin; Power, Robert; Williams, Graham; Tan, Kian Lee; Zhou, Xiaofang
Conference paper
1993 5

A Parallel Transitive Closure Algorithm for SIMD Meshes'


Zhou, Xiaofang; Zhang, Yanchun; Orlowska, Maria E.
Conference paper

Dynamic approach for handling data skew problems in parallel hash join computation

Proceedings of the 10th IEEE Region Conference on Computer, Communication, Control and Power Engineering / IEEE. Piscataway, NJ : IEEE, 1993, p. 133-137
Zhou, Xiaofang; Orlowska, Maria E.
Conference paper

On Horizontal Fragmentation and Transitive Closure Computation


Zhang, Yanchun; Zhou, Xiaofang; Orlowska, Maria E.
Conference paper

Parallel Naive and Semi-Naive Transitive Closures Evaluation

Proceedings of ICCI'93: 5th International Conference on Computing and Information / IEEE. Piscataway, NJ : IEEE, 1993, p. 497-501
Zhou, Xiaofang; Orlowska, Maria E.
Conference paper

Transitive Closure Evaluation of Database Relations on Massively Parallel Computer MasPar MP-1


Zhou, Xiaofang; Orlowska, Maria E.; Zhang, Yanchun
Conference paper
1991 1

設計異構型分布式數據庫系統的幾個問題

软件学报=Journal of Software, v. 1, 1991, p. 42-51
金志權; 周曉方; 孫鐘秀
Article
1990 1

VNET:一個異構環境下的分布式程序開發工具

计算机工程与应用=Journal of Computer Engineering and Applications, v. Z1, 1990, p. 103-108
周曉方; 金志權
Article
1989 3

LSZ:一個異構型分布式數據庫系統

计算机研究与发展=Journal of Computer Research and Development, v. 10, 1989, p. 1-9
金志權; 柳誠飛; 孫鐘秀; 周曉方; 陳佩佩; 顧建明; 繩程弟
Article

多項選擇和分布式排序

计算机学报=Chinese Journal of Computers, v. 4, 1989, p. 241-248
金志權; 周曉方; 孫鐘秀
Article

LSZ2: an Extendible Distributed Database Management System


Jin, Zhiquan; Zhou, Xiaofang
Conference paper
1988 1

一種分布式數據處理模型

电子学报=Acta Electronica Sinica, v. 2, 1988, p. 116-119
金志權; 周曉方; 孫鐘秀
Article
Article 1

Parallel Hub Labeling Maintenance with High Efficiency in Dynamic Small-World Networks

IEEE Transactions on Knowledge and Data Engineering, 13 January 2023, article number 10016676, p. 1-18
Zhang, Mengxuan; Li, Lei; Trajcevski, Goce; Zufle, Andreas; Zhou, Xiaofang
Article 17

A Learned Index for Exact Similarity Search in Metric Spaces

IEEE Transactions on Knowledge and Data Engineering, 14 September 2022, article number 9891778, p. 1-14
Tian, Yao; Yan, Tingyun; Zhao, Xi; Huang, Kai; Zhou, Xiaofang

A Survey and Experimental Study on Privacy-Preserving Trajectory Data Publishing

IEEE Transactions on Knowledge and Data Engineering, May 2022, article number 9772978, p. 1-1
Jin, Fengmei; Hua, Wen; Francia, Matteo; Chao, Pingfu; Orlowska, Maria E; Zhou, Xiaofang

An Efficient Algorithm for Maximum Trajectory Coverage Query With Approximation Guarantee

IEEE Transactions on Intelligent Transportation Systems, 29 September 2022, article number 9905740, p. 1-13
He, Dan; Zhou, Thomas; Zhou, Xiaofang; Kim, Jiwon

An Efficient and Effective Approach for Multi-Fact Extraction from Text Corpus

World Wide Web, v. 25, (1), January 2022, p. 195-218
Qu, Jianfeng; Hua, Wen; Ouyang, Dantong; Zhou, Xiaofang

Auto-Regressive Extractive Summarization With Replacement

World Wide Web-Internet And Web Information Systems
Zhu, Tianyu; Hua, Wen; Qu, Jianfeng; Hosseini, Saeid; Zhou, Xiaofang

Efficient kNN query for moving objects on time-dependent road networks

The VLDB Journal, 27 July 2022
Li, Jiajia; Ni, Cancan; He, Dan; Li, Lei; Xia, Xiufeng; Zhou, Xiaofang

Fastest Path Query Answering using Time-Dependent Hop-Labeling in Road Network

IEEE Transactions on Knowledge and Data Engineering, v. 34, (1), January 2022, p. 300-313
Li, Lei; Wang, Sibo; Zhou, Xiaofang

HFUL: a hybrid framework for user account linkage across location-aware social networks

VLDB Journal, 5 February 2022
Chen, Wei; Wang, Weiqing; Yin, Hongzhi; Zhao, Lei; Zhou, Xiaofang

Multi-constraint shortest path using forest hop labeling

VLDB Journal, 11 August 2022
Liu, Ziyi; Li, Lei; Zhang, Mengxuan; Hua, Wen; Zhou, Xiaofang

Privacy and efficiency guaranteed social subgraph matching

VLDB Journal, v. 31, (3), May 2022, p. 581-602
Huang, Kai; Hu, Haibo; Zhou, Shuigeng; Guan, Jihong; Ye, Qingqing; Zhou, Xiaofang

Profit Optimization in Spatial Crowdsourcing: Effectiveness and Efficiency

IEEE Transactions on Knowledge and Data Engineering, 8 November 2022, article number 9941474, p. 1-16
Zhao, Yan; Zheng, Kai; Li, Yunchuan; Xia, Jinfu; Yang, Bin; Pedersen, Torben Bach; Mao, Rui; Jensen, Christian S.; Zhou, Xiaofang

Ranking-Based Implicit Regularization for One-Class Collaborative Filtering

IEEE Transactions on Knowledge and Data Engineering, v. 34, (12), December 2022, article number 9387576, p. 5951-5963
Lian, Defu; Chen, Jin; Zheng, Kai; Chen, Enhong; Zhou, Xiaofang

Stream Processing of Shortest Path Query in Dynamic Road Networks

IEEE Transactions on Knowledge and Data Engineering, v. 34, (5), May 2022, p. 2458-2471
Zhang, Mengxuan; Li, Lei; Hua, Wen; Zhou, Xiaofang

Supply-Demand-aware Deep Reinforcement Learning for Dynamic Fleet Management

ACM Transactions on Intelligent Systems and Technology, v. 13, (3), June 2022, article number 37, p. 1-19
Zheng, Bolong; Ming, Lingfeng; Hu, Qi; Lu, Zhipeng; Liu, Guanfeng; Zhou, Xiaofang

Utility-Based Matching of Vehicles and Hybrid Requests on Rider Demand Responsive Systems

IEEE Transactions on Intelligent Transportation Systems, v. 23, (2), February 2022, p. 1058-1072
Lai, Yongxuan; Yang, Shipeng; Xiong, Anshu; Yang, Fan; Li, Lei; Zhou, Xiaofang

Value-wise ConvNet for Transformer models: An Infinite Time-aware Recommender System

IEEE Transactions on Knowledge and Data Engineering, 4 November 2022, p. 1-12
Saaki, Mohsen; Hosseini, Saeid; Rahmani, Sana; Kangavari, M. Reza; Hua, Wen; Zhou, Xiaofang

Wavefront-Based Multiple Rumor Sources Identification by Multi-Task Learning

IEEE Transactions on Emerging Topics in Computational Intelligence, 27 January 2022, article number 9695487
Dong, Ming; Zheng, Bolong; Li, Guohui; Li, Chenliang; Zheng, Kai; Zhou, Xiaofang
Conference paper 12

DB-LSH: Locality-Sensitive Hashing with Query-based Dynamic Bucketing

Proceedings - International Conference on Data Engineering, v. 2022-May, 2022, article number 9835575, p. 2250-2262
Tian, Yao; Zhao, Xi; Zhou, Xiaofang

Diversified Top-κ Route Planning in Road Network

Proceedings of the VLDB Endowment, v. 15, (11), 29 September 2022, p. 3199-3212
Luo, Zihan; Li, Lei; Zhang, Mengxuan; Hua, Wen; Xu, Yehong; Zhou, Xiaofang

Exploring Efficient Microservice Level Parallelism

Proceedings - 2022 IEEE 36th International Parallel and Distributed Processing Symposium, IPDPS 2022, 2022, p. 223-233
Wang, Xinkai; Li, Chao; Zhang, Lu; Zhou, Xiaofeng; Chen, Quan; Guo, Minyi

FHL-Cube: Multi-Constraint Shortest Path Querying with Flexible Combination of Constraints

Proceedings of the VLDB Endowment, v. 15, (11), 29 September 2022, p. 3112-3125
Liu, Ziyi; Li, Lei; Zhang, Mengxuan; Hua, Wen; Zhou, Xiaofang

Frequency-based Randomization for Guaranteeing Differential Privacy in Spatial Trajectories

Proceedings - International Conference on Data Engineering, v. 2022-May, 2022, article number 9835666, p. 1727-1739
Jin, Fengmei; Hua, Wen; Ruan, Boyu; Zhou, Xiaofang

Information Resilience: the nexus of responsible and agile approaches to information use

The VLDB Journal, v. 31, (5), September 2022, p. 1059-1084
Sadiq, Shazia; Aryani, Amir; Demartini, Gianluca; Hua, Wen; Indulska, Marta; Burton-Jones, Andrew; Khosravi, Hassan; Benavides-Prado, Diana; Sellis, Timos; Someh, Ida; Vaithianathan, Rhema; Wang, Sen; Zhou, Xiaofang

Informed Multi-Context Entity Alignment

WSDM '22: Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining / Association for Computing Machinery. New York : Association for Computing Machinery, 2022, p. 1197-1205
Xin, Kexuan; Sun, Zequn; Hua, Wen; Hu, Wei; Zhou, Xiaofang

Large-scale Entity Alignment via Knowledge Graph Merging, Partitioning and Embedding

International Conference on Information and Knowledge Management, Proceedings, v. 2022, October 2022, p. 2240-2249
Xin, Kexuan; Sun, Zequn; Hua, Wen; Hu, Wei; Qu, Jianfeng; Zhou, Xiaofang

MetaPTP: An Adaptive Meta-optimized Model for Personalized Spatial Trajectory Prediction

Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 14 August 2022, p. 2151-2159
Xu, Yuan; Xu, Jiajie; Zhao, Jing; Zheng, Kai; Liu, An; Zhao, Lei; Zhou, Xiaofang

minIL: A Simple and Small Index for String Similarity Search with Edit Distance

Proceedings - International Conference on Data Engineering, v. 2022-May, 2022, article number 9835506, p. 565-577
Yang, Zhong; Zheng, Bolong; Wang, Xianzhi; Li, Guohui; Zhou, Xiaofang

VINCENT: Towards Efficient Exploratory Subgraph Search in Graph Databases

Proceedings of the VLDB Endowment, v. 15, (12), 29 September 2022, p. 3634-3637
Huang, Kai; Ye, Qingqing; Zhao, Jing; Zhao, Xi; Hu, Haibo; Zhou, Xiaofang

Workload-Aware Shortest Path Distance Querying in Road Networks

Proceedings - International Conference on Data Engineering, v. 2022-May, 2022, article number 9835596, p. 2372-2384
Zheng, Bolong; Wan, Jingyi; Gao, Yongyong; Ma, Yong; Huang, Kai; Zhou, Xiaofang; Jensen, Christian S.
Article 14

A-DSP: An Adaptive Join Algorithm for Dynamic Data Stream on Cloud System

IEEE Transactions on Knowledge and Data Engineering, v. 33, (5), May 2021, article number 08868214, p. 1861-1876
Fang, Junhua; Zhang, Rong; Zhao, Yan; Zheng, Kai; Zhou, Xiaofang; Zhou, Aoying

A-MCTS: Adaptive Monte Carlo Tree Search for Temporal Path Discovery

IEEE Transactions on Knowledge and Data Engineering, October 2021
Ding, Pengfei; Liu, Guanfeng; Wang, Yan; Zheng, Kai; Zhou, Xiaofang

An Adaptive Robust Semi-Supervised Clustering Framework Using Weighted Consensus of Random k-Means Ensemble

IEEE Transactions on Knowledge and Data Engineering, v. 33, (5), May 2021, article number 8896034, p. 1877-1890
Lai, Yongxuan; He, Songyao; Lin, Zhijie; Yang, Fan; Zhou, Qifeng; Zhou, Xiaofang

Community-Based Influence Maximization In Location-Based Social Network

World Wide Web, 10 August 2021
Chen, Xuanhao; Deng, Liwei; Zhao, Yan; Zhou, Xiaofang; Zheng, Kai

cPhoto2Trip: Exploiting Visual Contents in Geo-Tagged Photos for Personalized Tour Recommendation

IEEE Transactions on Knowledge and Data Engineering, v. 33, (4), April 2021, article number 8850032, p. 1708-1721
Zhao, Pengpeng; Xu, Chengfeng; Liu, Yanchi; Sheng, Victor S.; Zheng, Kai; Xiong, Hui; Zhou, Xiaofang

GLAD: A Grid and Labeling Framework with Scheduling for Conflict-Aware kNN Queries

IEEE Transactions on Knowledge and Data Engineering, v.33, (4), April 2021, p. 1554-1566
He, Dan; Wang, Sibo; Zhou, Xiaofang; Cheng, Reynold

Implicit Relation-Aware Social Recommendation with Variational Auto-Encoder

World Wide Web, v. 24, (5), June 2021, p. 1395-1410
Zheng, Qiqi; Liu, Guanfeng; Liu, An; Li, Zhixu; Zheng, Kai; Zhao, Lei; Zhou, Xiaofang

Improving the Quality of Web-Based Data Imputation With Crowd Intervention

IEEE Transactions on Knowledge and Data Engineering, v. 33, (6), June 2021, article number 8906155, p. 2534-2547
Gu, Binbin; Li, Zhixu; Liu, An; Xu, Jiajie; Zhao, Lei; Zhou, Xiaofang

Incremental Graph Pattern Based Node Matching with Multiple Updates

IEEE Transactions on Knowledge and Data Engineering, v. 33, (4), April 2021, article number 8844795, p. 1585-1600
Sun, Guohao; Liu, Guanfeng; Wang, Yan; Orgun, Mehmet A.; Sheng, Quan Z.; Zhou, Xiaofang

LoG: a locally-global model for entity disambiguation

World Wide Web, v. 24, (1), January 2021, p. 351-373
Xin, Kexuan; Hua, Wen; Liu, Yu; Zhou, Xiaofang

Partition-Aware Graph Pattern Based Node Matching With Updates

IEEE Transactions on Knowledge and Data Engineering, 10 August 2021, p. 1-1
Sun, Guohao; Liu, Guanfeng; Wang, Yan; Orgun, Mehmet A.; Sheng, Quan Z.; Zhou, Xiaofang

Photovoltaic Nowcasting With Bi-Level Spatio-Temporal Analysis Incorporating Sky Images

IEEE Transactions on Sustainable Energy, v. 12, (3), July 2021, p. 1766-1776
Zhang, Ruiyuan; Ma, Hui; Saha, Tapan Kumar; Zhou, Xiaofang

Temporal knowledge completion with context-aware embeddings

World Wide Web-internet and Web Information Systems, v. 24, (2), March 2021, p. 675-695
Liu, Yu; Hua, Wen; Qu, Jianfeng; Xin, Kexuan; Zhou, Xiaofang

Temporal knowledge extraction from large-scale text corpus

World Wide Web, v. 24, (1), January 2021, p. 135-156
Liu, Yu; Hua, Wen; Zhou, Xiaofang
Conference paper 15

An Efficient Approach for Spatial Trajectory Anonymization

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 13080 LNCS, 2021, p. 575-590
Wang, Yuetian; Hua, Wen; Jin, Fengmei; Qiu, Jing; Zhou, Xiaofang

An experimental evaluation and guideline for path finding in weighted dynamic network

Proceedings of the VLDB Endowment, v. 14, (11), July 2021, p. 2127-2140
Zhang, Mengxuan; Li, Lei; Zhou, Xiaofang

Coalition-Based Task Assignment in Spatial Crowdsourcing

Proceedings - International Conference on Data Engineering, v. 2021-April, April 2021, article number 9458777, p. 241-252
Zhao, Yan; Guo, Jiannan; Chen, Xuanhao; Hao, Jianye; Zhou, Xiaofang; Zheng, Kai

Crowdsensing Data Trading based on Combinatorial Multi-Armed Bandit and Stackelberg Game

Proceedings - International Conference on Data Engineering, v. 2021-April, April 2021, article number 9458642, p. 253-264
An, Baoyi; Xiao, Mingjun; Liu, An; Xie, Xike; Zhou, Xiaofang

Discovering subsequence patterns for next POI recommendation

IJCAI International Joint Conference on Artificial Intelligence, v. 2021, January 2021, p. 3216-3222
Zhao, Kangzhi; Zhang, Yong; Yin, Hongzhi; Wang, Jin; Zheng, Kai; Zhou, Xiaofang; Xing, Chunxiao

Dynamic Hub Labeling for Road Networks

Proceedings - International Conference on Data Engineering, v. 2021-April, April 2021 , article number 9458856, p. 336-347
Zhang, Mengxuan; Li, Lei; Hua, Wen; Mao, Rui; Chao, Pingfu; Zhou, Xiaofang

Efficient 2-Hop Labeling Maintenance in Dynamic Small-World Networks

2021 IEEE 37th International Conference on Data Engineering (ICDE) / IEEE. New York, NY, USA : IEEE, 2021, p. 133-144
Zhang, Mengxuan; Li, Lei; Hua, Wen; Zhou, Xiaofang

Efficient Constrained Shortest Path Query Answering with Forest Hop Labeling

Proceedings - International Conference on Data Engineering, v. 2021-April, April 2021, article number 9458815, p. 1763-1774
Liu, Ziyi; Li, Lei; Zhang, Mengxuan; Hua, Wen; Chao, Pingfu; Zhou, Xiaofang

Efficient Trajectory Contact Query Processing

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12681 LNCS, April 2021, p. 658-666
Chao, Pingfu; He, Dan; Li, Lei; Zhang, Mengxuan; Zhou, Xiaofang

METRO: A Generic Graph Neural Network Framework for Multivariate Time Series Forecasting

Proceedings of the VLDB Endowment, v. 15, (2), November 2021, p. 224-236
Cui, Yue; Zheng, Kai; Cui, Dingshan; Xie, Jiandong; Deng, Liwei; Huang, Feiteng; Zhou, Xiaofang

MFNP: A Meta-optimized Model for Few-shot Next POI Recommendation

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI-21) / Edited by Zhi-Hua Zhou. Vienna, Austria : International Joint Conferences on Artificial Intelligence, 2021, p. 3017-3023
Sun, Huimin; Xu, Jiajie; Zheng, Kai; Zhao, Pengpeng; Chao, Pingfu; Zhou, Xiaofang

REPOSE: Distributed Top-k Trajectory Similarity Search with Local Reference Point Tries

Proceedings - International Conference on Data Engineering, v. 2021-April, April 2021, article number 9458807, p. 708-719
Zheng, Bolong; Weng, Lianggui; Zhao, Xi; Zeng, Kai; Zhou, Xiaofang; Jensen, Christian S.

Speaknav: Voice-based route description language understanding for template-driven path search

Proceedings of the VLDB Endowment, v. 14, (12), August 2021, p. 3056-3068
Zheng, Bolong; Bi, Lei; Cao, Juan; Chai, Hua; Fang, Jun; Chen, Lu; Gao, Yunjun; Zhou, Xiaofang; Jensen, Christian S.

Summarizing Long-Form Document with Rich Discourse Information

International Conference on Information and Knowledge Management, Proceedings, October 2021, p. 2770-2779
Zhu, Tianyu; Hua, Wen; Qu, Jianfeng; Zhou, Xiaofang

Variational Self-attention Network for Sequential Recommendation

Proceedings - International Conference on Data Engineering, v. 2021-April, April 2021, article number 9458633, p. 1559-1570
Zhao, Jing; Zhao, Pengpeng; Zhao, Lei; Liu, Yanchi; Sheng, Victor S.; Zhou, Xiaofang
Article 15

A survey of trajectory distance measures and performance evaluation

VLDB Journal, v. 29, (1), January 2020, p. 3-32
Su, Han; Liu, Shuncheng; Zheng, Bolong; Zhou, Xiaofang; Zheng, Kai

Answering Why-Not Group Spatial Keyword Queries

IEEE Transactions on Knowledge and Data Engineering, v. 32, (1), January 2020, article number 8525350, p. 26-39
Zheng, Bolong; Zheng, Kai; Jensen, Christian S.; Hung, Nguyen Q.V.; Su, Han; Li, Guohui; Zhou, Xiaofang

Consensus-Based Group Task Assignment with Social Impact in Spatial Crowdsourcing

Data Science and Engineering, v. 5, (4), December 2020, p. 375-390
Li, Xiang; Zhao, Yan; Zhou, Xiaofang; Zheng, Kai

Data-Driven Photovoltaic Generation Forecasting Based on a Bayesian Network with Spatial-Temporal Correlation Analysis

IEEE Transactions on Industrial Informatics, v. 16, (3), March 2020, article number 8746200, p. 1635-1644
Zhang, Ruiyuan; Ma, Hui; Hua, Wen; Saha, Tapan Kumar; Zhou, Xiaofang

Destination-Aware Task Assignment in Spatial Crowdsourcing: A Worker Decomposition Approach

IEEE Transactions on Knowledge and Data Engineering, v. 32, (12), December 2020, article number 8735884, p. 2336-2350
Zhao, Yan; Zheng, Kai; Li, Yang; Su, Han; Liu, Jiajun; Zhou, Xiaofang

Efficient and robust data augmentation for trajectory analytics: a similarity-based approach

World Wide Web, v. 23, (1), January 2020, p. 361-387
He, Dan; Wang, Sibo; Ruan, Boyu; Zheng, Bolong; Zhou, Xiaofang

End-to-end relation extraction based on bootstrapped multi-level distant supervision

World Wide Web, v. 23, (5), September 2020, p. 2933-2956
He, Ying; Li, Zhixu; Yang, Qiang; Chen, Zhigang; Liu, An; Zhao, Lei; Zhou, Xiaofang

Group-Based Recurrent Neural Networks for POI Recommendation

ACM/IMS Transactions on Data Science, v. 1, (1), February 2020, article number 3, p. 1-18
Li, Guohui; Chen, Qi; Zheng, Bolong; Yin, Hongzhi; Nguyen, Quoc Viet Hung; Zhou, Xiaofang

Online sales prediction via trend alignment-based multitask recurrent neural networks

Knowledge and Information Systems, v. 62, (6), June 2020, p. 2139-2167
Chen, Tong; Yin, Hongzhi; Chen, Hongxu; Wang, Hao; Zhou, Xiaofang; Li, Xue

Personalized Video Recommendation Using Rich Contents from Videos

IEEE Transactions on Knowledge and Data Engineering, v. 32, (3), March 2020, article number 8567986, p. 492-505
Du, Xingzhong; Yin, Hongzhi; Chen, Ling; Wang, Yang; Yang, Yi; Zhou, Xiaofang

Reference-Based Framework for Spatio-Temporal Trajectory Compression and Query Processing

IEEE Transactions on Knowledge and Data Engineering, v. 32, (11), November 2020, article number 8704961, p. 2227-2240
Zheng, Kai; Zhao, Yan; Lian, Defu; Zheng, Bolong; Liu, Guanfeng; Zhou, Xiaofang

Semi-supervised clustering with deep metric learning and graph embedding

World Wide Web, v. 23, (2), March 2020, p. 781-798
Li, Xiaocui; Yin, Hongzhi; Zhou, Ke; Zhou, Xiaofang

SRA: Secure Reverse Auction for Task Assignment in Spatial Crowdsourcing

IEEE Transactions on Knowledge and Data Engineering, v. 32, (4), April 2020, article number 8613932, p. 782-796
Xiao, Mingjun; Ma, Kai; Liu, An; Zhao, Hui; Li, Zhixu; Zheng, Kai; Zhou, Xiaofang

TEAGS: time-aware text embedding approach to generate subgraphs

Data Mining and Knowledge Discovery, v. 34, (4), July 2020, p. 1136-1174
Hosseini, Saeid; Najafipour, Saeed; Cheung, Ngai-Man; Yin, Hongzhi; Kangavari, Mohammad Reza; Zhou, Xiaofang

Trajectories know where map is wrong: an iterative framework for map-trajectory co-optimisation

World Wide Web, v. 23, (1), January 2020, p. 47-73
Chao, Pingfu; Hua, Wen; Zhou, Xiaofang
Conference paper 12

A Survey on Map-Matching Algorithms

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12008 LNCS, 2020, p. 121-133
Chao, Pingfu; Xu, Yehong; Hua, Wen; Zhou, Xiaofang

Adaptive top-k overlap set similarity joins

Proceedings - International Conference on Data Engineering, v. 2020, April 2020, article number 9101864, p. 1081-1092
Yang, Zhong; Zheng, Bolong; Li, Guohui; Zhao, Xi; Zhou, Xiaofang; Jensen, Christian S.

Decentralized Embedding Framework for Large-Scale Networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12114 LNCS, 2020, p. 425-441
Imran, Mubashir; Yin, Hongzhi; Chen, Tong; Shao, Yingxia; Zhang, Xiangliang; Zhou, Xiaofang

Efficient kNN Search with Occupation in Large-Scale On-demand Ride-Hailing

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12008 LNCS, 2020, p. 29-41
Li, Mengqi; He, Dan; Zhou, Xiaofang

EPARS: Early prediction of at-risk students with online and offline learning behaviors

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12113 LNCS, 2020, p. 3-19
Yang, Yu; Wen, Zhiyuan; Cao, Jiannong; Shen, Jiaxing; Yin, Hongzhi; Zhou, Xiaofang

Exploiting Aesthetic Preference in Deep Cross Networks for Cross-domain Recommendation

WWW '20: Proceedings of The Web Conference 2020 / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2020, p. 2768-2774
Liu, Jian; Zhao, Pengpeng; Zhuang, Fuzhen; Liu, Yanchi; Sheng, Victor S.; Xu, Jiajie; Zhou, Xiaofang; Xiong, Hui

Fast query decomposition for batch shortest path processing in road networks

Proceedings - International Conference on Data Engineering, v. 2020, April 2020, article number 9101781, p. 1189-1200
Li, Lei; Zhang, Mengxuan; Hua, Wen; Zhou, Xiaofang

Path Query Processing Using Typical Snapshots in Dynamic Road Networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12114 LNCS, 2020, p. 255-271
Zhang, Mengxuan; Li, Lei; Chao, Pingfu; Hua, Wen; Zhou, Xiaofang

Predictive task assignment in spatial crowdsourcing: A data-driven approach

Proceedings - International Conference on Data Engineering, v. 2020, April 2020, article number 9101480, p. 13-24
Zhao, Yan; Zheng, Kai; Cui, Yue; Su, Han; Zhu, Feida; Zhou, Xiaofang

Sequence-aware factorization machines for temporal predictive analytics

Proceedings - International Conference on Data Engineering, v. 2020, April 2020, article number 9101475, p. 1405-1416
Chen, Tong; Yin, Hongzhi; Hung Nguyen, Quoc Viet; Peng, Wen Chih; Li, Xue; Zhou, Xiaofang

Typical Snapshots Selection for Shortest Path Query in Dynamic Road Networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12008 LNCS, 2020, p. 105-120
Zhang, Mengxuan; Li, Lei; Hua, Wen; Zhou, Xiaofeng

Updates-aware graph pattern based node matching

Proceedings - International Conference on Data Engineering, v. 2020, April 2020, article number 9101806, p. 697-708
Sun, Guohao; Liu, Guanfeng; Wang, Yan; Zhou, Xiaofang
Article 9

A framework for parallel map-matching at scale using Spark

Distributed and Parallel Databases, v. 37, (4), December 2019, p. 697-720
Alves Peixoto, Douglas; Hung Nguyen, Quoc Viet; Zheng, Bolong; Zhou, Xiaofang

A novel hybrid publication recommendation system using compound information

World Wide Web, v. 22, (6), November 2019, p. 2499-2517
Yang, Qiang; Li, Zhixu; Liu, An; Liu, Guanfeng; Zhao, Lei; Zhang, Xiangliang; Zhang, Min; Zhou, Xiaofang

An efficient method for top-k graph based node matching

World Wide Web, v. 22, (3), May 2019, p. 945-966
Liu, Guanfeng; Shi, Qun; Zheng, Kai; Liu, An; Li, Zhixu; Zhou, Xiaofang

Exploiting Combination Effect for Unsupervised Feature Selection by ℓ2,0 Norm

IEEE Transactions on Neural Networks and Learning Systems, v. 30, (1), January 2019, article number 8375143, p. 201-214
Du, Xingzhong; Nie, Feiping; Wang, Weiqing; Yang, Yi; Zhou, Xiaofang

Integrating workload balancing and fault tolerance in distributed stream processing system

World Wide Web, v. 22, (6), November 2019, p. 2471-2496
Fang, Junhua; Chao, Pingfu; Zhang, Rong; Zhou, Xiaofang

Leveraging multi-aspect time-related influence in location recommendation

World Wide Web, v. 22, (3), May 2019, p. 1001-1028
Hosseini, Saeid; Yin, Hongzhi; Zhou, Xiaofang; Sadiq, Shazia; Kangavari, Mohammad Reza; Cheung, Ngai-Man

Parallelizing approximate single-source personalized PageRank queries on shared memory

VLDB Journal, v. 28, (6), December 2019, p. 923-940
Wang, Runhui; Wang, Sibo; Zhou, Xiaofang

Protecting multi-party privacy in location-aware social point-of-interest recommendation

World Wide Web, v. 22, (2), March 2019, p. 863-883
Wang, Weiqi; Liu, An; Li, Zhixu; Zhang, Xiangliang; Li, Qing; Zhou, Xiaofang

Searching activity trajectory with keywords

World Wide Web, v. 22, (3), May 2019, p. 967-1000
Zheng, Bolong; Zheng, Kai; Scheuermann, Peter; Zhou, Xiaofang; Hung, Nguyen Quoc Viet; Li, Chenliang
Conference paper 23

A fine-grained and noise-aware method for neural relation extraction

CIKM '19: Proceedings of the 28th ACM International Conference on Information and Knowledge Management / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2019, p. 659-668
Qu, Jianfeng; Hua, Wen; Ouyang, Dantong; Zhou, Xiaofang; Li, Ximing

A hierarchical framework for top-k location-aware error-tolerant keyword search

Proceedings - International Conference on Data Engineering, v. 2019, April 2019, article number 8731340, p. 968-997
Yang, Junye; Zhang, Yong; Zhou, Xiaofang; Wang, Jin; Hu, Huiqi; Xing, Chunxiao

An efficient framework for correctness-aware kNN queries on road networks

Proceedings - International Conference on Data Engineering, v. 2019, April 2019, article number 8731516, p. 1298-1309
He, Dan; Wang, Sibo; Zhou, Xiaofang; Cheng, Reynold

An Iterative Map-Trajectory Co-optimisation Framework Based on Map-Matching and Map Update

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11448 LNCS, 2019, p. 305-309
Chao, Pingfu; Hua, Wen; Zhou, Xiaofang

Answering why-not group spatial keyword queries (Extended Abstract)

Proceedings - International Conference on Data Engineering, v. 2019, April 2019, article number 8731602, p. 2155-2156
Zheng, Bolong; Zheng, Kai; Jensen, Christian S.; Hung, Nguyen Quoc Viet; Su, Han; Li, Guohui; Zhou, Xiaofang

Batch processing of shortest path queries in road networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11393 LNCS, 2019, p. 3-16
Zhang, Mengxuan; Li, Lei; Hua, Wen; Zhou, Xiaofang

Context-Aware Temporal Knowledge Graph Embedding

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11881 LNCS, 2019, 2019, p. 583-598
Liu, Yu; Hua, Wen; Xin, Kexuan; Zhou, Xiaofang

Discovering correlations between sparse features in distant supervision for relation extraction

WSDM '19: Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2019, p. 726-734
Qu, Jiangeng; Ouyang, Dantong; Ye, Yuxin; Hua, Wen; Zhou, Xiaofang

Efficient batch processing of shortest path queries in road networks

Proceedings - IEEE International Conference on Mobile Data Management, v. 2019, June 2019, article number 8788793, p. 100-105
Zhang, Mengxuan; Li, Lei; Hua, Wen; Zhou, Xiaofang

Entity Disambiguation Based on Parse Tree Neighbours on Graph Attention Network

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11881 LNCS, 2019, p. 523-537
Xin, Kexuan; Hua, Wen; Liu, Yu; Zhou, Xiaofang

Extracting temporal patterns from large-scale text corpus

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11393 LNCS,, 2019, p. 17-30
Liu, Yu; Hua, Wen; Zhou, Xiaofang

Feature-level deeper self-attention network for sequential recommendation

IJCAI International Joint Conference on Artificial Intelligence, v. 2019, August 2019, p. 4320-4326
Zhang, Tingting; Zhao, Pengpeng; Liu, Yanchi; Sheng, Victor S.; Xu, Jiajie; Wang, Deqing; Liu, Guanfeng; Zhou, Xiaofang

Graph contextualized self-attention network for session-based recommendation

IJCAI International Joint Conference on Artificial Intelligence, v. 2019, August 2019, p. 3940-3946
Xu, Chengfeng; Zhao, Pengpeng; Liu, Yanchi; Sheng, Victor S.; Xu, Jiajie; Zhuang, Fuzhen; Fang, Junhua; Zhou, Xiaofang

Moving object linking based on historical trace

Proceedings - International Conference on Data Engineering, v. 2019, April 2019, article number 8731507, p. 1058-1069
Jin, Fengmei; Hua, Wen; Xu, Jiajie; Zhou, Xiaofang

Multi-source multi-net micro-video recommendation with hidden item category discovery

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11447 LNCS, 2019, p. 384-400
Ma, Jingwei; Wen, Jiahui; Zhong, Mingyang; Chen, Weitong; Zhou, Xiaofang; Indulska, Jadwiga

RecKGC: Integrating Recommendation with Knowledge Graph Completion

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11888 LNAI, 2019, p. 250-265
Ma, Jingwei; Zhong, Mingyang; Wen, Jiahui; Chen, Weitong; Zhou, Xiaofang; Li, Xue

Recurrent convolutional neural network for sequential recommendation

WWW '19: The World Wide Web Conference / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2019, p. 3398-3404
Xu, Chengfeng; Xu, Jianjie; Zhao, Pengpeng; Sheng, Victor S.; Liu, Yanchi; Cui, Zhiming; Zhou, Xiaofang; Xiong, Hui

Semi-supervised Clustering with Deep Metric Learning

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11448 LNCS, 2019, p. 383-386
Li, Xiaocui; Yin, Hongzhi; Zhou, Ke; Chen, Hongxu; Sadiq, Shazia; Zhou, Xiaofang

SIRCS: Slope-intercept-residual compression by correlation sequencing for multi-stream high variation data

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11446 LNCS, 2019, p. 191-206
Ye, Zixin; Hua, Wen; Wang, Liwei; Zhou, Xiaofang

Social influence-based group representation learning for group recommendation

Proceedings - International Conference on Data Engineering, v. 2019, April 2019, article number 8731382, p. 566-577
Yin, Hongzhi; Wang, Qinyong; Zheng, Kai; Li, Zhixu; Yang, Jiali; Zhou, Xiaofang

Time-dependent hop labeling on road network

Proceedings - International Conference on Data Engineering, v. 2019, April 2019, article number 8731400, p. 902-913
Li, Lei; Wang, Sibo; Zhou, Xiaofang

WebPut: A web-aided data imputation system for the general type of missing string attribute values

Proceedings - International Conference on Data Engineering, v. 2019, April 2019, article number 8731367, p. 1952-1955
Shan, Shuangli; Li, Zhixu; Li, Yang; Yang, Qiang; Zhu, Jia; Sharaf, Mohamed; Zhou, Xiaofang

Where to go next: A spatio-temporal gated network for next POI recommendation

Proceedings of the AAAI Conference on Artificial Intelligence, v. 33, (1), 2019, p. 5877-5884
Zhao, Pengpeng; Zhu, Haifeng; Liu, Yanchi; Xu, Jiajie; Li, Zhixu; Zhuang, Fuzhen; Sheng, Victor S.; Zhou, Xiaofang
Article 10

Computing crowd consensus with partial agreement

IEEE Transactions on Knowledge and Data Engineering, v. 30, (1), January 2018, p. 1-14
Hung Nguyen, Quoc Viet; Viet, Huynh Huu; Tam, Nguyen Thanh; Weidlich, Matthias; Yin, Hongzhi; Zhou, Xiaofang

Context-aware trust network extraction in large-scale trust-oriented social networks

World Wide Web, v. 21, (3), May 2018, p. 713-738
Liu, Guanfeng; Liu, Yi; Liu, An; Li, Zhixu; Zheng, Kai; Wang, Yan; Zhou, Xiaofang

Diagnosing and Minimizing Semantic Drift in Iterative Bootstrapping Extraction

IEEE Transactions on Knowledge and Data Engineering, v. 30, (5), May 2018, p. 852-865
Li, Zhixu; He, Ying; Gu, Binbin; Liu, An; Li, Hongsong; Wang, Haixun; Zhou, Xiaofang

Distributed Stream Rebalance for Stateful Operator under Workload Variance

IEEE Transactions on Parallel and Distributed Systems, v. 29, (10), October 2018, article number 8340854, p. 2223-2240
Fang, Junhua; Zhang, Rong; Fu, Tom Z.J.; Zhang, Zhenjie; Zhou, Aoying; Zhou, Xiaofang

Exploiting detected visual objects for frame-level video filtering

World Wide Web, v. 21, (5), September 2018, p. 1259-1284
Du, Xingzhong; Yin, Hongzhi; Huang, Zi; Yang, Yi; Zhou, Xiaofang

Go slow to go fast: minimal on-road time route scheduling with parking facilities using historical trajectory

VLDB Journal, v. 27, (3), June 2018, p. 321-345
Li, Lei; Zheng, Kai; Wang, Sibo; Hua, Wen; Zhou, Xiaofang

MCS-GPM: Multi-Constrained Simulation Based Graph Pattern Matching in Contextual Social Graphs

IEEE Transactions on Knowledge and Data Engineering, v. 30, (6), June 2018, p. 1050-1064
Liu, Guanfeng; Liu, Yi; Zheng, Kai; Liu, An; Li, Zhixu; Wang, Yang; Zhou, Xiaofang

Semantic-aware top-k spatial keyword queries

World Wide Web, v. 21, (3), May 2018, p. 573-594
Qian, Zhihu; Xu, Jiajie; Zheng, Kai; Zhao, Pengpeng; Zhou, Xiaofang

Time-dependent route scheduling on road networks

SIGSPATIAL Special, v. 10, (1), June 2018, p. 10-14
Li, Lei; Kim, Jiwon; Xu, Jiajie; Zhou, Xiaofang

TPM: A temporal personalized model for spatial item recommendation

ACM Transactions on Intelligent Systems and Technology, v. 9, (6), November 2018, article number a61
Wang, Weiqing; Yin, Hongzhi; Du, Xingzhong; Hung Nguyen, Quoc Viet; Zhou, Xiaofang
Book chapter 2

Spatiotemporal Recommendation in Geo-Social Networks

Encyclopedia of Social Network Analysis and Mining / Alhajj R., Rokne J. (eds). New York : Springer, 2018, p. 67-83
Yin, Hongzhi; Cui, Bin; Zhou, Xiaofang

Two-Dimensional Shape Retrieval

Encyclopedia of Database Systems / Ling Liu, M. Tamer Özsu, editors.. New York : Springer, 2018, p. 64-71
Chen, Lei; Zhou, Xiaofang
Conference paper 17

A system for spatial-temporal trajectory data integration and representation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10828 LNCS, 2018, p. 807-812
Peixoto, Douglas Alves; Zhou, Xiaofang; Hung Nguyen, Quoc Viet; He, Dan; Stantic, Bela

Auto-CES: An automatic pruning method through clustering ensemble selection

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10837 LNCS, 2018, p. 275-287
Maskouni, Mojtaba Amiri; Hosseini, Saeid; Abachi, Hadi Mohammadzadeh; Kangavari, Mohammadreza; Zhou, Xiaofang

Computing crowd consensus with partial agreement

Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018 / IEEE. Piscataway, NJ : IEEE, 2018, p. 1749-1750, Article number 8509453
Hung Nguyen, Quoc Viet; Huynh, Huu Viet; Nguyen, Thanh Tam; Weidlich, Matthias; Yin, Hongzhi; Zhou, Xiaofang

Concept for evaluation of techniques for trajectory distance measures

Proceedings - IEEE International Conference on Mobile Data Management, v. 2018, July 2018, p. 276-277
Peixoto, Douglas Alves; Su, Han; Hung Nguyen, Quoc Viet; Stantic, Bela; Zheng, Bolong; Zhou, Xiaofang

DAVE: Extracting domain attributes and values from text corpus

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10987 LNCS, 2018, p. 431-439
Shen, Yongxin; Li, Zhixu; Zhang, Wenling; Liu, An; Zhou, Xiaofang

Effective and Efficient User Account Linkage across Location Based Social Networks

Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018 / IEEE. Piscataway, NJ : IEEE, 2018, p. 1025-1036, Article number 8509322
Chen, Wei; Yin, Hongzhi; Wang, Weiqing; Zhao, Lei; Zhou, Xiaofang

Efficient clue-based route search on road networks (extended Abstract)

Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018 / IEEE. Piscataway, NJ : IEEE, 2018, p. 1783-1784, Article number 8509470
Zheng, Bolong; Su, Han; Hua, Wen; Zheng, Kai; Zhou, Xiaofang; Li, Guohui

Exploiting reshaping subgraphs from bilateral propagation graphs

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10827 LNCS, 2018, p. 342-351
Hosseini, Saeid; Yin, Hongzhi; Cheung, Ngai-Man; Leng, Kan Pak; Elovici, Yuval; Zhou, Xiaofang

ID repair for trajectories with transition graphs

Advances in Database Technology - EDBT, v. 2018, March 2018, p. 1-12
Cui, Xingcan; Yu, Xiaohui; Zhou, Xiaofang; Guo, Jiong

Incremental graph pattern based node matching

Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018 / IEEE. Piscataway, NJ : IEEE, 2018, p. 281-292, Article number 8509255
Sun, Guohao; Liu, Guanfeng; Wang, Yan; Orgun, Mehmet A.; Zhou, Xiaofang

Joint event-partner recommendation in event-based social networks

Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018 / IEEE. Piscataway, NJ : IEEE, 2018, p. 929-940, Article number 8509309
Yin, Hongzhi; Zou, Lei; Hung Nguyen, Quoc Viet; Huang, Zi; Zhou, Xiaofang

LC-RNN: A deep learning model for traffic speed prediction

IJCAI International Joint Conference on Artificial Intelligence, v. 2018, July 2018, p. 3470-3476
Lv, Zhongjian; Xu, Jiajie; Zheng, Kai; Yin, Hongzhi; Zhao, Pengpeng; Zhou, Xiaofang

Mining subgraphs from propagation networks through temporal dynamic analysis

Proceedings - IEEE International Conference on Mobile Data Management, v. 2018, July 2018, p. 66-75
Hosseini, Saeid; Yin, Hongzhi; Zhang, Meihui; Elovici, Yuval; Zhou, Xiaofang

Modeling patient visit using electronic medical records for cost profile estimation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10828 LNCS, 2018, p. 20-36
Zhao, Kangzhi; Zhang, Yong; Wang, Zhihao; Yin, Hongzhi; Zhou, Xiaofang; Wang, Jin; Xing, Chunxiao

Origin-destination trajectory diversity analysis: Efficient top-k diversified search

Proceedings - IEEE International Conference on Mobile Data Management, v. 2018, July 2018, p. 135-144
He, Dan; Ruan, Boyu; Zheng, Bolong; Zhou, Xiaofang

TADA: Trend Alignment with Dual-Attention Multi-task Recurrent Neural Networks for Sales Prediction

Proceedings - IEEE International Conference on Data Mining, ICDM, v. 2018, November 2018, article number 8594829, p. 49-58
Chen, Tong; Yin, Hongzhi; Chen, Hongxu; Wu, Lin; Wang, Hao; Zhou, Xiaofang; Li, Xue

Trajectory set similarity measure: An EMD-based approach

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10837 LNCS, 2018, p. 28-40
He, Dan; Ruan, Boyu; Zheng, Bolong; Zhou, Xiaofang
Article 16

A context-aware approach for trustworthy worker selection in social crowd

World Wide Web, v. 20, (6), November 2017, p. 1211-1235
Zhao, Yang; Liu, Guanfeng; Zheng, Kai; Liu, An; Li, Zhixu; Zhou, Xiaofang

A Privacy-Preserving Framework for Trust-Oriented Point-of-Interest Recommendation

IEEE Access, v. 6, October 2017, p. 393-404
Liu, An; Wang, Weiqi; Li, Zhixu; Liu, Guanfeng; Li, Qing; Zhou, Xiaofang; Zhang, Xiangliang

An empirical study on user-topic rating based collaborative filtering methods

World Wide Web, v. 20, (4), July 2017, p. 815-829
He, Tieke; Chen, Zhenyu; Liu, Jia; Zhou, Xiaofang; Du, Xingzhong; Wang, Weiqing

Answer validation for generic crowdsourcing tasks with minimal efforts

VLDB Journal, v. 26, (6), December 2017, p. 855-880
Hung Nguyen, Quoc Viet; Thang, Duong Chi; Tam, Nguyen Thanh; Weidlich, Matthias; Aberer, Karl; Yin, Hongzhi; Zhou, Xiaofang

Argument discovery via crowdsourcing

VLDB Journal, v. 26, (4), August 2017, p. 511-535
Hung Nguyen, Quoc Viet; Duong, Chi Thang; Nguyen, Thanh Tam; Weidlich, Matthias; Aberer, Karl; Yin, Hongzhi; Zhou, Xiaofang

Bilinear Optimized Product Quantization for Scalable Visual Content Analysis

IEEE Transactions on Image Processing, v. 26, (10), October 2017, article number 7964737, p. 5057-5069
Yu, Litao; Huang, Zi; Shen, Fumin; Song, Jingkuan; Shen, Heng Tao; Zhou, Xiaofang

CAT: Context-aware trust-oriented worker selection in social crowd

Computing and Informatics, v. 36, (3), 2017, p. 517-540
Zhao, Yang; Zheng, Kai; Liu, An; Li, Zhixu; Liu, Guanfeng; Zhou, Xiaofang

Data Quality: The Role of Empiricism

SIGMOD Record, v. 46, (4), December 2017, p. 35-43
Sadiq, Shazia; Dasu, Tamraparni; Dong, Xin Lina; Freire, Juliana; Ilyas, Ihab F.; Link, Sebastian; Miller, Renee J.; Naumann, Felix; Zhou, Xiaofang; Srivastava, Divesh

Discrete Multimodal Hashing with Canonical Views for Robust Mobile Landmark Search

IEEE Transactions on Multimedia, v. 19, (9), September 2017, article number 7984879, p. 2066-2079
Zhu, Lei; Huang, Zi; Liu, Xiaobai; He, Xiangnan; Sun, Jiande; Zhou, Xiaofang

Efficient Clue-Based Route Search on Road Networks

IEEE Transactions on Knowledge and Data Engineering, v. 29, (9), September 2017, article number 7926432, p. 1846-1859
Zheng, Bolong; Su, Han; Hua, Wen; Zheng, Kai; Zhou, Xiaofang; Li, Guohui

HD-GDD: high dimensional graph dominance drawing approach for reachability query

World Wide Web, v. 20, (4), July 2017, p. 677-696
Li, Lei; Hua, Wen; Zhou, Xiaofang

Ranking weighted clustering coefficient in large dynamic graphs

World Wide Web, v. 20, (5), September 2017, p. 855-883
Li, Xuefei; Chang, Lijun; Zheng, Kai; Huang, Zi; Zhou, Xiaofang

Spatial-Aware Hierarchical Collaborative Deep Learning for POI Recommendation

IEEE Transactions on Knowledge and Data Engineering, v. 29, (11), November 2017, article number 8013107, p. 2537-2551
Yin, Hongzhi; Wang, Weiqing; Wang, Hao; Chen, Ling; Zhou, Xiaofang

ST-SAGE: A spatial-Temporal sparse additive generative model for spatial item recommendation

ACM Transactions on Intelligent Systems and Technology, v. 8, (3), April 2017, article number 48
Wang, Weiqing; Yin, Hongzhi; Chen, Ling; Sun, Yizhou; Sadiq, Shazia; Zhou, Xiaofang

The Interaction Between Schema Matching and Record Matching in Data Integration

IEEE Transactions on Knowledge and Data Engineering, v. 29, (1), January 2017, article number 7572193, p. 186-199
Gu, Binbin; Li, Zhixu; Zhang, Xiangliang; Liu, An; Liu, Guanfeng; Zheng, Kai; Zhao, Lei; Zhou, Xiaofang

Understand Short Texts by Harvesting and Analyzing Semantic Knowledge

IEEE Transactions on Knowledge and Data Engineering, v. 29, (3), March 2017, article number 7476863, p. 499-512
Hua, Wen; Wang, Zhongyuan; Wang, Haixun; Zheng, Kai; Zhou, Xiaofang
Conference paper 11

A performance study on large-scale data analytics using disk-based and in-memory database systems

2017 IEEE International Conference on Big Data and Smart Computing, BigComp 2017 / IEEE. Piscataway, NJ : IEEE, 2017, p. 245-254, Article number 7881706
Chao, Pingfu; He, Dan; Sadiq, Shazia; Zheng, Kai; Zhou, Xiaofang

Decomposition-based approximation of time series data with max-error guarantees

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10538 LNCS, 2017, p. 71-82
Ruan, Boyu; Hua, Wen; Zhang, Ruiyuan; Zhou, Xiaofang

EtherQL: A query layer for blockchain system

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10178 LNCS, 2017, p. 556-567
Li, Yang; Zheng, Kai; Yan, Ying; Liu, Qi; Zhou, Xiaofang

Exploiting spatio-temporal user behaviors for user linkage

CIKM '17: Proceedings of the 2017 ACM on Conference on Information and Knowledge Management / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2017, p. 517-526
Chen, Wei; Yin, Hongzhi; Wang, Weiqing; Zhao, Lei; Hua, Wen; Zhou, Xiaofang

Jointly modeling heterogeneous temporal properties in location recommendation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10177 LNCS, 2017, p. 490-506
Hosseini, Saeid; Yin, Hongzhi; Zhang, Meihui; Zhou, Xiaofang; Sadiq, Shazia

Minimal on-road time route scheduling on time-dependent graphs

Proceedings of the VLDB Endowment, v. 10, (11), August 2017, p. 1274-1285
Li, Lei; Hua, Wen; Du, Xingzhong; Zhou, Xiaofang

Mobi-SAGE: A sparse additive generative model for mobile app recommendation

Proceedings - International Conference on Data Engineering / IEEE. Piscataway, NJ : IEEE, 2017, p. 75-78, Article number 7929939
Yin, Hongzhi; Chen, Liang; Wang, Weiqing; Du, Xingzhong; Hung Nguyen, Quoc Viet; Zhou, Xiaofang

Multi-Constrained Top-K Graph Pattern Matching in Contextual Social Graphs

Proceedings - 2017 IEEE 24th International Conference on Web Services, ICWS 2017, September 2017, article number 8029811, p. 588-595
Shi, Qun; Liu, Guanfeng; Zheng, Kai; Liu, An; Li, Zhixu; Zhao, Lei; Zhou, Xiaofang

Outlier trajectory detection: A trajectory analytics based approach

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10177 LNCS, 2017, p. 231-246
Lv, Zhongjian; Xu, Jiajie; Zhao, Pengpeng; Liu, Guanfeng; Zhao, Lei; Zhou, Xiaofang

The interaction between schema matching and record matching in data integration (Extended abstract)

Proceedings - International Conference on Data Engineering / IEEE. Piscatway, NJ : IEEE, 2017, p. 33-34, Article number 7929919
Gu, Binbin; Liu, Guanfeng; Li, Zhixu; Zheng, Kai; Zhao, Lei; Liu, An; Zhang, Xiangliang; Zhou, Xiaofang

When differential privacy meets randomized perturbation: A hybrid approach for privacy-preserving recommender system

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 10177 LNCS, 2017, p. 576-591
Liu, Xiao; Liu, An; Zhang, Xiangliang; Li, Zhixu; Liu, Guanfeng; Zhao, Lei; Zhou, Xiaofang
Article 12

A Spatial-Temporal Topic Model for the Semantic Annotation of POIs in LBSNs

ACM Transactions on Intelligent Systems and Technology, v. 8, (1), July 2016, article number 12
He, Tieke; Yin, Hongzhi; Chen, Zhenyu; Zhou, Xiaofang; Sadiq, Shazia; Luo, Bin

Access Time Oracle for Planar Graphs

IEEE Transactions on Knowledge and Data Engineering, v. 28, (8), August 2016, article number 7442555, p. 1959-1970
Deng, Ke; Li, Jianxin; Pang, Chaoyi; Li, Jiuyong; Zhou, Xiaofang

Adapting to User Interest Drift for POI Recommendation

IEEE Transactions on Knowledge and Data Engineering, v. 28, (10), October 2016, article number 7491346, p. 2566-2581
Yin, Hongzhi; Zhou, Xiaofang; Cui, Bin; Wang, Hao; Zheng, Kai; Nguyen, Quoc Viet Hung

Compound Rank-k Projections for Bilinear Analysis

IEEE Transactions on Neural Networks and Learning Systems, v. 27, (7), July 2016, article number 7161356, p. 1502-1513
Chang, Xiaojun; Nie, Feiping; Wang, Sen; Yang, Yi; Zhou, Xiaofang; Zhang, Chengqi

Discovering Meaningful Certain Keys from Incomplete and Inconsistent Relations

Bulletin of the IEEE Computer Society Technical Committee on Data Engineering, v. 39, (2), June 2016, p. 21-37
Köhler, Henning; Link, Sebastian; Zhou, Xiaofang

Exploiting Viral Marketing for Location Promotion in Location-Based Social Networks

ACM Transactions on Knowledge Discovery from Data, v. 11, (2), November 2016, article number 25
Zhu, Wen-Yuan; Peng, Wen-Chih; Chen, Ling-Jyh; Zheng, Kai; Zhou, Xiaofang

Joint Modeling of User Check-in Behaviors for Real-time Point-of-Interest Recommendation

ACM Transactions on Information Systems, v. 35, (2), October 2016, article number 11
Yin, Hongzhi; Cui, Bin; Zhou, Xiaofang; Wang, Weiqing; Huang, Zi; Sadiq, Shazia

Landmark-Based Route Recommendation with Crowd Intelligence

Data Science and Engineering, v. 1, (2), June 2016, p. 86-100
Zheng, Bolong; Su, Han; Zheng, Kai; Zhou, Xiaofang

Optimizing Cost of Continuous Overlapping Queries over Data Streams by Filter Adaption

IEEE Transactions on Knowledge and Data Engineering, v. 28, (5), May 2016, article number 7378511, p. 1258-1271
Xie, Qing; Zhang, Xiangliang; Li, Zhixu; Zhou, Xiaofang

Possible and certain keys for SQL

VLDB Journal, v. 25, (4), August 2016, p. 571-596
Köhler, Henning; Leck, Uwe; Link, Sebastian; Zhou, Xiaofang

Quality-Aware Entity-Level Semantic Representations for Short Texts

Bulletin of the IEEE Computer Society Technical Committee on Data Engineering, v. 39, (2), June 2016, p. 93-105
Hua, Wen; Zheng, Kai; Zhou, Xiaofang

TOSI: A trust-oriented social influence evaluation method in contextual social networks

Neurocomputing, v. 210, October 2016, p. 130-140
Liu, Guanfeng; Zhu, Feng; Zheng, Kai; Liu, An; Li, Zhixu; Zhao, Lei; Zhou, Xiaofang
Conference paper 12

Clue-based Spatio-textual Query

Proceedings of the VLDB Endowment, v. 10, (5), 2017, p. 529-540
Liu, Junling; Ge, Yu; Deng, Ke; Zhou, Xiaofang; Sun, Huiliang; Jensen, Christian S.

Discovering interpretable geo-social communities for user behavior prediction

2016 IEEE 32nd International Conference on Data Engineering (ICDE) / IEEE. Piscataway, NJ : IEEE, 2016, p. 942-953, Article number 7498303
Yin, Hongzhi; Hu, Zhiting; Zhou, Xiaofang; Wang, Hao; Zheng, Kai; Nguyen, Quoc Viet Hung; Sadiq, Shazia

Exploiting Hierarchies for Efficient Detection of Completeness in Stream Data

Lecture Notes in Computer Science, v. 9877, September 2016, p. 419-431
Razniewski, Simon; Sadiq, Shazia; Zhou, Xiaofang

Finding least on-road travel time on road network

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9877 LNCS, 2016, p. 137-149
Li, Lei; Zhou, Xiaofang; Zheng, Kevin

Graph-Based Metric Embedding for Next POI Recommendation

Lecture Notes in Computer Science, v. 10042, November 2016, p. 207-222
Xie, Min; Yin, Hongzhi; Xu, Fanjiang; Wang, Hao; Zhou, Xiaofang

Keyword-aware continuous kNN query on road networks

2016 IEEE 32nd International Conference on Data Engineering (ICDE) / IEEE. Piscataway, NJ : IEEE, 2016, p. 871-882, Article number 7498297, Research Session 7B: Trajectories and Roads
Zheng, Bolong; Zheng, Kai; Xiao, Xiaoku; Su, Han; Yin, Hongzhi; Zhou, Xiaofang; Li, Guohui

SPORE: A Sequential Personalized Spatial Item Recommender System

2016 IEEE 32nd International Conference on Data Engineering (ICDE) / IEEE. Piscataway, NJ : IEEE, 2016, p. 954-965, Article number 7498304
Wang, Weiqing; Yin, Hongzhi; Sadiq, Shazia; Chen, Ling; Xie, Min; Zhou, Xiaofang

TRIP: An Interactive Retrieving-Inferring Data Imputation Approach

2016 IEEE 32nd International Conference on Data Engineering (ICDE) / IEEE. Piscataway, NJ : IEEE, 2016, p. 1462-1463, Article number 7498375
Li, Zhixu; Qin, Lu; Cheng, Hong; Zhang, Xiangliang; Zhou, Xiaofang

Understanding Information Diffusion under Interactions

Proceedings of the 25th International Joint Conference on Artificial Intelligence, v. 2016-January, January 2016, p. 3875-3881
Su, Yuan; Zhang, Xi; Yu, Philip S.; Hua, Wen; Zhou, Xiaofang; Fang, Binxing

Using Detected Visual Objects to Index Video Database

Lecture Notes in Computer Science, v. 9877, 2016, p. 333-345
Du, Xingzhong; Yin, Hongzhi; Huang, Zi; Yang, Yi; Zhou, Xiaofang

WARD@TRECVID 2016: Surveillance Event Detection

2016 TREC Video Retrieval Evaluation, TRECVID 2016, National Institute of Standards and Technology (NIST), 2016
Du, Xingzhong; Yang, Yi; Zhou, Xiaofang

When Peculiarity Makes a Difference: Object Characterisation in Heterogeneous Information Networks

Lecture Notes in Computer Science, v. 9643, 2016, p. 3-17
Chen, Wei; Zhu, Feida; Zhao, Lei; Zhou, Xiaofang
Article 9

Best keyword cover search

IEEE Transactions on Knowledge and Data Engineering, v. 27, (1), January 2015, article number 6820760, p. 61-73
Deng, Ke; Li, Xin; Lu, Jiaheng; Zhou, Xiaofang

Calibrating trajectory data for spatio-temporal similarity analysis

VLDB Journal, v. 24, (1), January 2015, p. 93-116
Su, Han; Zheng, Kai; Huang, Jiamin; Wang, Haozhou; Zhou, Xiaofang

Cardinality constraints on qualitatively uncertain data

Data and Knowledge Engineering, v. 99, September 2015, p. 126-150
Hall, Neil; Koehler, Henning; Link, Sebastian; Prade, Henri; Zhou, Xiaofang

Dynamic user modeling in social media systems

ACM Transactions on Information Systems, v. 33, (3), March 2015, article number 10
Yin, Hongzhi; Cui, Bin; Chen, Ling; Hu, Zhiting; Zhou, Xiaofang

Semisupervised feature selection via spline regression for video semantic recognition

IEEE Transactions on Neural Networks and Learning Systems, v. 26, (2), February 2015, p. 252-264
Han, Yahong; Yang, Yi; Yan, Yan; Ma, Zhigang; Sebe, Nicu; Zhou, Xiaofang

Social event identification and ranking on flickr

World Wide Web, v. 18, (5), September 2015, p. 1219-1245
Li, Xuefei; Cai, Hongyun; Huang, Zi; Yang, Yang; Zhou, Xiaofang

Trip Oriented Search on Activity Trajectory

Journal of Computer Science and Technology, v. 30, (4), July 2015, p. 745-761
Chen, Wei; Zhao, Lei; Xu, Jia-Jie; Liu, Guan-Feng; Zheng, Kai; Zhou, Xiaofang

TRIP: An Interactive Retrieving-Inferring Data Imputation Approach

IEEE Transactions on Knowledge and Data Engineering, v. 27, (9), September 2015, article number 7056462, p. 2550-2563
Li, Zhixu; Qin, Lu; Cheng, Hong; Zhang, Xiangliang; Zhou, Xiaofang

WARD-CMU@TRECVID 2015: Surveillance Event Detection

TRECVID 2015, January 2015, article number tv15
Du, Xingzhong; Li, Xuanchong; Zhou, Xiaofang; Hauptmann, Alexander
Conference paper 20

A convex formulation for spectral shrunk clustering

Proceedings of the AAAI Conference on Artificial Intelligence, v. 4, 2015, article number 9606, p. 2532-2538
Chang, Xiaojun; Nie, Feiping; Ma, Zhigang; Yang, Yi; Zhou, Xiaofang

A novelty-seeking based dining recommender system

WWW '15: Proceedings of the 24th International Conference on World Wide Web / International World Wide Web Conferences Steering Committee. Republic and Canton of Geneva, Switzerland : International World Wide Web Conferences Steering Committee, 2015, p. 1362-1372
Zhang, Fuzheng; Zheng, Kai; Yuan, Nicholas Jing Yuan; Xie, Xing; Chen, Enhong; Zhou, Xiaofang

Addressing instance ambiguity in web harvesting

WebDB'15: Proceedings of the 18th International Workshop on Web and Databases / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2015, p. 6-12
Li, Zhixu; Zhang, Xiangliang; Huang, Hai; Xie, Qing; Zhu, Jia; Zhou, Xiaofang

Approximate keyword search in semantic trajectory database

Proceedings - International Conference on Data Engineering, v. 2015, May 2015, article number 7113349, p. 975-986
Zheng, Bolong; Yuan, Nicholas Jing; Zheng, Kai; Xie, Xing; Sadiq, Shazia; Zhou, Xiaofang

Efficient secure similarity computation on encrypted trajectory data

Proceedings - International Conference on Data Engineering, May 2015, article number 7113273, p. 66-77
Liu, An; Zhengy, Kai; Li, Lu; Liu, Guangfeng; Zhao, Lei; Zhou, Xiaofang

Geographical constraint and temporal similarity modeling for point-of-interest recommendation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9419, 2015, p. 426-441
Wu, Huimin; Shao, Jie; Yin, Hongzhi; Shen, Heng Tao; Zhou, Xiaofang

Geo-SAGE: A geographical sparse additive generative model for spatial item recommendation

Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, v. 2015, August 2015, p. 1255-1264
Wang, Weiqing; Yin, Hongzhi; Chen, Ling; Sun, Yizhou; Sadiq, Shazia; Zhou, Xiaofang

Interactive Top-k Spatial Keyword queries

Proceedings - International Conference on Data Engineering, 2015, article number 7113303, p. 423-434
Zheng, Kai; Su, Han; Zheng, Bolong; Shang, Shuo; Xu, Jiajie; Liu, Jiajun; Zhou, Xiaofang

Joint modeling of user check-in behaviors for point-of-interest recommendation

International Conference on Information and Knowledge Management, Proceedings / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2015, p. 1631-1640
Yin, Hongzhi; Zhou, Xiaofang; Shao, Yingxia; Wang, Hao; Sadiq, Shazia

Joint modeling of users' interests and mobility patterns for point-of-interest recommendation

MM '15: Proceedings of the 23rd ACM international conference on Multimedia / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2015, p. 819-822
Yin, Hongzhi; Cui, Bin; Huang, Zi; Wang, Weiqing; Wu, Xian; Zhou, Xiaofang

Making sense of trajectory data: A partition-and-summarization approach

Proceedings - International Conference on Data Engineering, 2015, article number 7113348, p. 963-974
Su, Han; Zheng, Kai; Zeng, Kai; Huang, Jiamin; Sadiq, Shazia; Yuan, Nicolas Jing; Zhou, Xiaofang

Microblog entity linking with social temporal context

Proceedings of the ACM SIGMOD International Conference on Management of Data, v. 2015, May 2015, p. 1761-1775
Hua, Wen; Zheng, Kai; Zhou, Xiaofang

Modeling user mobility for location promotion in location-based social networks

Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, v. 2015, August 2015, p. 1573-1582
Zhu, Wen-Yuan; Peng, Wen-Chih; Chen, Ling-Jyh; Zheng, Kai; Zhou, Xiaofang

Multi-Constrained Graph Pattern Matching in large-scale contextual social graphs

Proceedings - International Conference on Data Engineering, v. 2015, May 2015, article number 7113297, p. 351-362
Liu, Guanfeng; Zheng, Kai; Wang, Yan; Orgun, Mehmet A.; Liu, An; Zhao, Lei; Zhou, Xiaofang

Possible and certain SQL keys

Proceedings of the VLDB Endowment, v. 8, (11), 2015, p. 1118-1129
Köhler, Henning; Link, Sebastian; Zhou, Xiaofang

Predicting passengers in public transportation using smart card data

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9093, 2015, p. 28-40
Dou, Mengyu; He, Tieke; Yin, Hongzhi; Zhou, Xiaofang; Chen, Zhenyu; Luo, Bin

Predicting users’ purchasing behaviors using their browsing history

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9093, 2015, p. 129-141
He, Tieke; Yin, Hongzhi; Chen, Zhenyu; Zhou, Xiaofang; Luo, Bin

SharkDB: An in-memory storage system for massive trajectory data

Proceedings of the ACM SIGMOD International Conference on Management of Data, v. 2015, May 2015, p. 1099-1104
Wang, Haozhou; Zheng, Kai; Zhou, Xiaofang; Sadiq, Shazia

Short text understanding through lexical-semantic analysis

Proceedings - International Conference on Data Engineering, 2015, article number 7113309, p. 495-506
Hua, Wen; Wang, Zhongyuan; Wang, Haixun; Zheng, Kai; Zhou, Xiaofang

Storing and processing massive trajectory data on SAP HANA

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9093, 2015, p. 66-77
Wang, Haozhou; Zheng, Kai; Jeung, Hoyoung; Bracher, Shane; Islam, Asadul; Sadiq, Wasim; Sadiq, Shazia; Zhou, Xiaofang
Article 13

A web-based approach to data imputation

World Wide Web, v. 17, (5), September 2014, p. 873-897
Li, Zhixu; Sharaf, Mohamed A.; Sitbon, Laurianne; Sadiq, Shazia; Indulska, Marta; Zhou, Xiaofang

Augmenting image descriptions using structured prediction output

IEEE Transactions on Multimedia, v. 16, (6), October 2014, p. 1665-1676
Han, Yahong; Wei, Xingxing; Cao, Xiaochun; Yang, Yi; Zhou, Xiaofang

Clustering-Guided Sparse Structural Learning for Unsupervised Feature Selection

IEEE Transactions on Knowledge and Data Engineering, v. 26, (9), September 2014, article number 6509368, p. 2138-2150
Li, Zechao; Liu, Jing; Yang, Yi; Zhou, Xiaofang; Lu, Hanqing

Continuous probabilistic subspace skyline query processing using grid projections

Journal of Computer Science and Technology, v. 29, (2), March 2014, p. 332-344
Zhao, Lei; Yang, Yan-Yan; Zhou, Xiaofang

CoRE: A context-aware relation extraction method for relation completion

IEEE Transactions on Knowledge and Data Engineering, v. 26, (4), April 2014, article number 6587241, p. 836-849
Li, Zhixu; Sharaf, Mohamed A.; Sitbon, Laurianne; Du, Xiaoyong; Zhou, Xiaofang

Economic model-driven cloud service composition

ACM Transactions on Internet Technology, v. 14, (2-3), October 2014, article number 2651420
Ye, Zhen; Bouguettaya, Athman; Zhou, Xiaofang

Image attribute adaptation

IEEE Transactions on Multimedia, v. 16, (4), February 2014, article number 6739133, p. 1115-1126
Han, Yahong; Yang, Yi; Ma, Zhigang; Shen, Haoquan; Sebe, Nicu; Zhou, Xiaofang

Maximum error-bounded Piecewise Linear Representation for online stream approximation

VLDB Journal, v. 23, (6), November 2014, p. 915-937
Xie, Qing; Pang, Chaoyi; Zhou, Xiaofang; Zhang, Xiangliang; Deng, Ke

Online discovery of gathering patterns over trajectories

IEEE Transactions on Knowledge and Data Engineering, v. 26, (8), August 2014, article number 6613478, p. 1974-1988
Zheng, Kai; Zheng, Yu; Yuan, Nicholas J.; Shang, Shuo; Zhou, Xiaofang

Personalized trajectory matching in spatial networks

VLDB Journal, v. 23, (3), June 2014, p. 449-468
Shang, Shuo; Ding, Ruogu; Zheng, Kai; Jensen, Christian S.; Kalnis, Panos; Zhou, Xiaofang

Quality-aware schedulers for weak consistency key-value data stores

Distributed and Parallel Databases, v. 32, (4), December 2013, p. 531-581
Xu, Chen; Sharaf, Mohamed A.; Zhou, Xiaofang; Zhou, Aoying

Responsibility analysis for lineagesof conjunctive queries with inequalities

IEEE Transactions on Knowledge and Data Engineering, v. 26, (6), June 2014, article number 6497437, p. 1532-1543
Qin, Biao; Wang, Shan; Zhou, Xiaofang; Du, Xiaoyong

STMaker-A system to make sense of trajectory data

Proceedings of the VLDB Endowment, v. 7, (13), August 2014, p. 1701-1704
Su, Han; Zheng, Kai; Zeng, Kai; Huang, Jiamin; Zhou, Xiaofang
Conference paper 19

A crowd-based route recommendation system-CrowdPlanner

Proceedings - International Conference on Data Engineering / IEEE. Piscataway, NJ : IEEE, 2014, p. 1178-1181, Article number 6816735
Su, Han; Zheng, Kai; Huang, Jiamin; Liu, Tianyu; Wang, Haozhou; Zhou, Xiaofang

A data driven approach for discovering data quality requirements

International Conference on Information Systems (ICIS 2014): Building a Better World Through Information Systems, Auckland, New Zealand, 14-17 December 2014 / Curran Associates, Inc.. New York, USA : Curran Associates, Inc., 2015, p. 439-448
Zhang, Ruojing; Jayawardene, Vimukthi; Indulska, Marta; Sadiq, Shazia; Zhou, Xiaofang

A social trust path recommendation system in contextual online social networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8709, 2014, p. 652-656
Sun, Guohao; Liu, Guanfeng; Zhao, Lei; Xu, Jiajie; Liu, An; Zhou, Xiaofang

An Efficient Trust-Oriented Trip Planning Method in Road Networks

Proceedings - 2014 IEEE International Conference on Ubiquitous Intelligence and Computing, 2014 IEEE International Conference on Autonomic and Trusted Computing, 2014 IEEE International Conference on Scalable Computing and Communications and Associated Symposia/Workshops, UIC-ATC-ScalCom 2014 / IEEE. Piscataway, NJ : IEEE, 2014, p. 487-494, Article number 7306994
Dai, Junqiang; Liu, Guanfeng; Xu, Jiajie; Liu, An; Zhao, Lei; Zhou, Xiaofang

An evolution-based robust social influence evaluation method in Online Social Networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8787, (Part II), 2014, p. 141-157
Zhu, Feng; Liu, Guanfeng; Liu, An; Zhao, Lei; Zhou, Xiaofang

Cardinality constraints for uncertain data

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8824, 2014, p. 108-121
Koehler, Henning; Link, Sebastian; Prade, Henri; Zhou, Xiaofang

Cost-efficient spatial network partitioning for distance-based query processing

Proceedings - IEEE International Conference on Mobile Data Management, v.. 1, October 2104, article number 6916899, p. 13-22
Wang, Jiping; Zheng, Kai; Jeung, Hoyoung; Wang, Haozhou; Zheng, Bolong; Zhou, Xiaofang

CrowdPlanner: A Crowd-based Route Recommendation System

2014 IEEE 30th International Conference on Data Engineering (ICDE 2014), Institute of Electrical and Electronics Engineers (IEEE), 2014, p. 1144-1155
Su, Han; Zheng, Kai; Huang, Jiamin; Jeung, Hoyoung; Chen, Lei; Zhou, Xiaofang

Efficient aggregate farthest neighbour query processing on road networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8506, 2014, p. 13-25
Wang, Haozhou; Zheng, Kai; Su, Han; Wang, Jiping; Sadiq, Shazia; Zhou, Xiaofang

Efficient retrieval of top-K most similar users from travel smart card data

Proceedings - 2014 IEEE 15th International Conference on Mobile Data Management, October 2014, article number 6916929, p. 259-268
Zheng, Bolong; Zheng, Kai; Sharaf, Mohamed A.; Zhou, Xiaofang; Sadiq, Shazia

EISA: An efficient information theoretical approach to value segmentation in large databases

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8709, 2014, p. 224-235
Wang, Weiqing; Sadiq, Shazia; Zhou, Xiaofang

Exploring Social Influence on Location-Based Social Networks

Proceedings - IEEE International Conference on Data Mining, ICDM, v. 2015, January 2014, article number 7023444, p. 1043-1048
Wen, Yu-Ting; Lei, Po-Ruey; Peng, Wen-Chih; Zhou, Xiaofang

Location oriented phrase detection in microblogs

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8421 LNCS, (Pt. 1), 2014, p. 495-509
Hosseini, Saeid; Unankard, Sayan; Zhou, Xiaofang; Sadiq, Shazia

ORange: Objective-Aware Range Query Refinement

Proceedings - IEEE International Conference on Mobile Data Management, October 2014, article number 6916939, p. 333-336
Albarrak, Abdullah; Noboa, Tatiana; Khan, Hina A.; Sharaf, Mohamed A.; Zhou, Xiaofang; Sadiq, Shazia

Overcoming Semantic drift in information extraction

Advances in Database Technology - EDBT 2014: 17th International Conference on Extending Database Technology, Proceedings / Editors Sihem Amer-Yahia, Vassilis Christophides, Anastasios Kementsietsidis, Minos Garofalakis, Stratos Idreos, Vincent Leroy. University of Konstanz, Germany : OpenProceedings.org, 2014, p. 169-180
Li, Zhixu; Li, Haixun; Wang, Haixun; Yang, Yi; Zhang, Xiangliang; Zhou, Xiaofang

Ranking based activity trajectory search

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8786, (Part I), 2014, p. 170-185
Chen, Wei; Zhao, Lei; Jiajie, Xu; Zheng, Kai; Zhou, Xiaofang

Rating propagation in web services reputation systems: A fast shapley value approach

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8421, (Pt. 1), 2014, p. 466-480
Liu, An; Li, Qing; Zhou, Xiaofang; Li, Lu; Liu, Guanfeng; Gao, Yunjun

SAQR: An efficient scheme for similarity-aware query refinement

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8421, (Part I), 2014, p. 110-125
Albarrak, Abdullah; Sharaf, Mohamed A.; Zhou, Xiaofang

SharkDB: An in-memory column-oriented trajectory storage

CIKM '14: Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management / Association for Computing Machinery. New Your, USA : Association for Computing Machinery, 2014, p. 1409-1418
Wang, Haozhou; Zheng, Kai; Xu, Jiajie; Zheng, Bolong; Zhou, Xiaofang; Sadiq, Shazia
Article 5

AML: Efficient approximate membership localization within a web-based join framework

IEEE Transactions on Knowledge and Data Engineering, v. 25, (2), February 2013, p. 298-310
Li, Zhixu; Sitbon, Laurianne; Wang, Liwei; Zhou, Xiaofang; Du, Xiaoyong

Computing unrestricted synopses under maximum error bound

Algorithmica, v. 65, (1), January 2013, p. 1-42
Pang, Chaoyi; Zhang, Qing; Zhou, Xiaofang; Hansen, David; Wang, Sen; Maeder, Anthony

Data centric research at the University of Queensland

SIGMOD Record, v. 42, (3), October 2013, p. 63-68
Zhou, Xiaofang; Sadiq, Shazia

Discriminative nonnegative spectral clustering with out-of-sample extension

IEEE Transactions on Knowledge and Data Engineering, v. 25, (8), August 2013, p. 1760-1771
Yang, Yang; Yang, Yi; Shen, Heng Tao; Zhang, Yanchun; Du, Xiaoyong; Zhou, Xiaofang

Infrared patch-image model for small target detection in a single image

IEEE Transactions on Image Processing, v. 22, (12), 2013, article number 6595533, p. 4996-5009
Gao, Chenqiang; Meng, Deyu; Yang, Yi; Wang, Yongtao; Zhou, Xiaofang; Hauptmann, Alexander G.
Conference paper 9

Adaptive query scheduling in key-value data stores

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 7825 LNCS, (Pt. 1), 2013, p. 86-100
Xu, Chen; Sharaf, Mohamed A.; Zhou, Minqi; Zhou, Aoying; Zhou, Xiaofang

An Effectiveness Study on Trajectory Similarity Measures

Conferences in Research and Practice in Information Technology Series, v. 137, 2013, p. 13-22
Wang, Haozhou; Su, Han; Zheng, Kai; Sadiq, Shazia; Zhou, Xiaofang

Calibrating trajectory data for similarity-based analysis

Proceedings of the ACM SIGMOD International Conference on Management of Data, v. 2013, June 2013, p. 833-844
Su, Han; Zheng, Kai; Wang, Haozhou; Huang, Jiamin; Zhou, Xiaofang

Co-regularized ensemble for feature selection

IJCAI International Joint Conference on Artificial Intelligence, v. 2013, August 2013, p. 1380-1386
Han, Yahong; Yang, Yi; Zhou, Xiaofang

Exploiting a proximity-based positional model to improve the quality of information extraction by text segmentation

Conferences in Research and Practice in Information Technology Series, v. 137, 2013, p. 23-32
Huynh, D.T.; Zhou, Xiaofang

Exploiting structural similarity for automatic information extraction from lists

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8181 LNCS, (Pt. 2), 2013, p. 202-215
Huynh, Dat T.; Xu, Jiajie; Sadiq, Shazia; Zhou, Xiaofang

Identifying Users’ Topical Tasks in Web Search

Proceedings of the sixth ACM International Conference on Web Search and Data Mining, New York, NY, USA : ACM, 2013, p. 93-102
Hua, Wen; Song, Yangqiu; Wang, Haixun; Zhou, Xiaofang

QoS-aware cloud service composition using time series

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8274 LNCS, 2013, p. 9-22
Ye, Zhen; Bouguettaya, Athman; Zhou, Xiaofang

Spatio-temporal event modeling and ranking

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8181 LNCS, (Pt. 2), 2013, p. 367-374
Li, Xuefei; Cai, Hongyun; Huang, Zi; Yang, Yang; Zhou, Xiaofang
Article 12

Approximating query answering on RDF databases

World Wide Web, v. 15, (1), January 2012, p. 89-114
Huang, Hai; Liu, Chengfei; Zhou, Xiaofang

Discovering the most influential sites over uncertain data: A rank-based approach

IEEE Transactions on Knowledge and Data Engineering, v. 24, (12), December 2012, article number 5871623, p. 2156-2169
Zheng, Kai; Huang, Zi; Zhou, Aoying; Zhou, Xiaofang

Efficient subsequence matching over large video databases

The VLDB Journal, v. 21, (4), August 2012, p. 489-508
Zhou, Xiangmin; Zhou, Xiaofang; Chen, Lei; Bouguettaya, Athman

Finding alternative shortest paths in spatial networks

ACM Transactions on Database Systems, v. 37, (4), December 2012, article number 29
Xie, Kexin; Deng, Ke; Shang, Shuo; Zhou, Xiaofang; Zheng, Kai

Finding superior skyline points for multidimensional recommendation applications

World Wide Web, v. 15, (1), January 2012, p. 33-60
Yang, Jing; Fung, Gabriel Pui Cheong; Lu, Wei; Zhou, Xiaofang; Chen, Hong; Du, Xiaoyong

Information Extraction From Microblogs: A Survey

International Journal of Software and Informatics, v. 6, (4), 2012, p. 495-522
Hua, Wen; Huynh, Dat T.; Hosseini, Saeid; Lu, Jiaheng; Zhou, Xiaofang

On group nearest group query processing

IEEE Transactions on Knowledge and Data Engineering, v. 24, (2), February 2012, article number 5645619, p. 295-308
Deng, Ke; Sadiq, Shazia; Zhou, Xiaofang; Xu, Hu; Fung, Gabriel Pui Cheong; Lu, Yansheng

PNN query processing on compressed trajectories

GeoInformatica, v. 16, (3), July 2012, p. 467-496
Shang, Shuo; Yuan, Bo; Deng, Ke; Xie, Kexin; Zheng, Kai; Zhou, Xiaofang

Quick identification of near-duplicate video sequences with cut signature

World Wide Web, v. 15, (3), May 2012, p. 355-382
Xie, Qing; Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang; Pang, Chaoyi

Spatial query processing for fuzzy objects

VLDB Journal, v. 21, (5), October 2012, p. 729-751
Zheng, Kai; Zhou, Xiaofang; Fung, Pui Cheong; Xie, Kexin

Structure Tensor Series-Based Large Scale Near-Duplicate Video Retrieval

IEEE Transactions on Multimedia, v. 14, (4), August 2012, p. 1220-1233
Zhou, Xiangmin; Chen, Lei; Zhou, Xiaofang

从数据管理视角看大数据挑战

中国计算机学会通讯=Communications of Chinese Computer Federation, v. 8, (9), 2012, p. 16-20
周晓方; 陆嘉恒; 李翠平; 杜小勇
Conference paper 10

Effective data density estimation in ring-based P2P networks

Proceedings - International Conference on Data Engineering, v. 2012, April 2012, article number 6228117, p. 594-605
Zhou, Minqi; Shen, Heng Tao; Zhou, Xiaofang; Qian, Weining; Zhou, Aoying

Efficient buffer management for piecewise linear representation of multiple data streams

ACM International Conference Proceeding Series, 2012, p. 2114-2118
Xie, Qing; Zhu, Jia; Sharaf, Mohamed A.; Zhou, Xiaofang; Pang, Chaoyi

Efficient provenance storage for relational queries

ACM International Conference Proceeding Series, 2012, p. 1352-1361
Bao, Zhifeng; Köhler, Henning; Wang, Liwei; Zhou, Xiaofang; Sadiq, Shazia

Finding the silver lining for data freshness on the cloud

CloudDB '12: Proceedings of the fourth international workshop on Cloud data management / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2012, p. 49-50
Sharaf, Mohamed A.; Xu, Chen; Zhou, Xiaofang

I/O cost minimization: Reachability queries processing over massive graphs

ACM International Conference Proceeding Series, 2012, p. 468-479
Zhang, Zhiwei; Yu, Jeffrey Xu; Qin, Lu; Zhu, Qing; Zhou, Xiaofang

QoS-aware cloud service composition based on economic models

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 7636 LNCS, 2012, p. 111-126
Ye, Zhen; Bouguettaya, Athman; Zhou, Xiaofang

Reducing uncertainty of low-sampling-rate trajectories

Proceedings - International Conference on Data Engineering, v. 2012, April 2012, article number 6228163, p. 1144-1155
Zheng, Kai; Zheng, Yu; Xie, Xing; Zhou, Xiaofang

Unsupervised feature selection using nonnegative spectral analysis

Proceedings of the AAAI Conference on Artificial Intelligence, v. 26, (1), 2012, article number 8289, p. 1026-1032
Li, Zechao; Yang, Yi; Liu, Jing; Zhou, Xiaofang; Lu, Hanqing

WebPut: Efficient web-based data imputation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 7651 LNCS, 2012, p. 243-256
Li, Zhixu; Sharaf, Mohamed A.; Sitbon, Laurianne; Sadiq, Shazia; Indulska, Marta; Zhou, Xiaofang

XML query processing using views

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 7142 LNCS, 2012, p. 136-139
Yao, Caiyun; Lu, Jiaheng; Wang, Wei; Zhou, Xiaofang
Article 6

Approximate entity extraction in temporal databases

World Wide Web, v. 14, (2), March 2011, p. 157-186
Lu, Wei; Fung, Gabriel Pui Cheong; Du, Xiaoyong; Zhou, Xiaofang; Chen, Lijiang; Deng, Ke

Exploring distributional discrepancy for multidimensional point set retrieval

IEEE Transactions on Multimedia, v. 13, (1), February 2011, article number 5597949, p. 71-81
Shao, Jie; Shen, Heng Tao; Huang, Zi; Zhou, Xiaofang

Flexible Provenance Tracing

International Journal of Systems and Service-Oriented Engineering, v. 2, (2), 2011, article number 1
Wang, Liwei; Koehler, Henning; Deng, Ke; Zhou, Xiaofang; Sadiq, Shazia

Mining multi-tag association for image tagging

World Wide Web, v. 14, (2), March 2011, p. 133-156
Yang, Yang; Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang

Providing built-in keyword search capabilities in RDBMS

VLDB Journal, v. 20, (1), February 2011, p. 1-19
Li, Guoliang; Feng, Jianhua; Zhou, Xiaofang; Wang, Jianyong

SPARK2: Top-k keyword query in relational databases

IEEE Transactions on Knowledge and Data Engineering, v. 23, (12), 2011, article number 5728809, p. 1763-1780
Luo, Yi; Wang, Wei; Lin, Xuemin; Zhou, Xiaofang; Wang, Jianmin; Li, Keqiu
Book chapter 1

Trajectory Indexing and Retrieval

Computing with Spatial Trajectories / Yu Zheng, Xiaofang Zhou (eds.). New York : Springer, 2011, p. 35-60, Ch. 2
Deng, Ke; Xie, Kexin; Zheng, Kevin; Zhou, Xiaofang
Conference paper 18

Continuously monitoring the correlations of massive discrete streams

CIKM '11: Proceedings of the 20th ACM international conference on Information and knowledge management / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2011, p. 1571-1575
Chen, Yueguo; Wang, Wei; Du, Xiaoyong; Zhou, Xiaofang

Discovering popular routes from trajectories

Proceedings - International Conference on Data Engineering, v. 2011, April 2011, article number 5767890, p. 900-911
Chen, Zaiben; Shen, Heng Tao; Zhou, Xiaofang

Effective data co-reduction for multimedia similarity search

SIGMOD '11: Proceedings of the 2011 ACM SIGMOD International Conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2011, p. 1021-1032
Huang, Zi; Shen, Heng Tao; Liu, Jiajun; Zhou, Xiaofang

Efficient histogram-based similarity search in ultra-high dimensional space

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 6588 LNCS, (Pt. 2), 2011, p. 1-15
Liu, Jiajun; Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang

Efficient parallel skyline processing using hyperplane projections

SIGMOD '11: Proceedings of the 2011 ACM SIGMOD International Conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2011, p. 85-96
Köhler, Henning; Yang, Jing; Zhou, Xiaofang

Enhance web pages genre identification using neighboring pages

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 6997 LNCS, 2011, p. 282-289
Zhu, Jia; Zhou, Xiaofang; Fung, Gabriel

Finding the most accessible locations: Reverse path nearest neighbor query in road networks

GIS '11: Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2011, p. 181-190
Shang, Shuo; Yuan, Bo; Deng, Ke; Xie, Kexin; Zhou, Xiaofang

Genetic algorithm based QoS-aware service compositions in cloud computing

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 6588 LNCS, (Pt. 2), 2011, p. 321-334
Ye, Zhen; Zhou, Xiaofang; Bouguettaya, Athman

ℓ2,1-Norm regularized discriminative feature selection for unsupervised learning

IJCAI International Joint Conference on Artificial Intelligence, v. 2011, July 2011, p. 1589-1594
Yang, Yi; Shen, Heng Tao; Ma, Zhigang; Huang, Zi; Zhou, Xiaofang

Learning-based relevance feedback for web-based relation completion

CIKM '11: Proceedings of the 20th ACM international conference on Information and knowledge management / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2011, p. 1535-1540
Li, Zhixu; Sitbon, Laurianne; Zhou, Xiaofang

Nonnegative spectral clustering with discriminative regularization

Proceedings of the AAAI Conference on Artificial Intelligence, v. 25, (1), 2011, article number 7922, p. 555-560
Yang, Yi; Shen, Heng Tao; Nie, Feiping; Ji, Rongrong; Zhou, Xiaofang

PartSS: An Efficient Partition-based Filtering for Edit Distance Constraints

Conferences in Research and Practice in Information Technology Series, v. 115, 2011, p. 103-112
Li, Zhixu; Sitbon, Laurianne; Zhou, Xiaofang

Probabilistic range queries for Uncertain Trajectories on road networks

ACM International Conference Proceeding Series, March 2011, p. 283-294
Zheng, Kai; Trajcevski, Goce; Zhou, Xiaofang; Scheuermann, P.

Providing flexible tradeoff for provenance tracking

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 6724 LNCS, 2011, p. 226-240
Wang, Liwei; Köehler, Henning; Deng, Ke; Zhou, Xiaofang; Sadiq, Shazia

Scheduling with freshness and performance guarantees for web: Applications in the cloud

Conferences in Research and Practice in Information Technology Series, v. 1115, 2011, p. 133-142
Zhu, Yingying; Sharaf, Mohamed A.; Zhou, Xiaofang

Searching Time Series Using Textual Approximation


Kawagoe, Kyoji; Abdulla-Al-Maruf; Deng, Ke; Zhou, Xiaofang

Storage and use of provenance information for relational database queries

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 6588 LNCS, (Pt. 2), 2011, p. 429-433
Bao, Zhifeng; Koehler, Henning; Zhou, Xiaofang; Wang Ling, Tok

Structure tensor series-based matching for near-duplicate video retrieval

MM '11: Proceedings of the 19th ACM international conference on Multimedia / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2011, p. 1057-1060
Zhou, Xiangming; Chen, Lei; Zhou, Xiaofang
Article 5

Adaptive Subspace Symbolization for Content-Based Video Detection

IEEE transactions on knowledge and data engineering, v. 22, (10), October 2010, p. 1372-1387
Zhou, Xiangmin; Zhou, Xiaofang; Chen, Lei; Shu, Yanfeng; Bouguettaya, Athman; Taylor, John A.

Duplicate-insensitive order statistics computation over data streams

IEEE Transactions on Knowledge and Data Engineering, v. 22, (4), April 2010, article number 4799782, p. 493-507
Zhang, Ying; Lin, Xuemin; Yuan, Yidong; Kitsuregawa, Masaru; Zhou, Xiaofang; Yu, Jeffrey Xu

Mining near-duplicate graph for cluster-based reranking of web video search results

ACM Transactions on Information Systems, v. 28, (4), November 2010, article number 22
Huang, Zi; Hu, Bo; Cheng, Hong; Shen, Heng Tao; Liu, Hongyan; Zhou, Xiaofang

Path prediction and predictive range querying in road network databases

VLDB Journal, v. 19, (4), May 2010, p. 585-602
Jeung, Hoyoung; Yiu, Man Lung; Zhou, Xiaofang; Jensen, Christian S.

Practical online near-duplicate subsequence detection for continuous video streams

IEEE Transactions on Multimedia, v. 12, (5), August 2010, article number 5466199, p. 386-398
Huang, Zi; Shen, Heng Tao; Shao, Jie; Cui, Bin; Zhou, Xiaofang
Conference paper 12

Active duplicate detection

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5981 LNCS, (Pt. 1), 2010, p. 565-579
Deng, Ke; Wang, Liwei; Zhou, Xiaofang; Sadiq, Shazia; Fung, Gabriel Pui Cheong

Anddy: A system for author name disambiguation in digital library

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5982 LNCS, (Pt. 2), 2010, p. 444-447
Zhu, Jia; Fung, Gabriel Pui Cheong; Zhou, Xiaofang

Approximate Membership Localization (AML) for web-based join

CIKM '10: Proceedings of the 19th ACM international conference on Information and knowledge management / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2010, p. 1321-1324
Li, Zhixi; Sitbon, Laurianne; Wang, Liwei; Zhou, Xiaofang; Du, Xiaoyong

Efficient and continuous near-duplicate video detection

Advances in Web Technologies and Applications - Proceedings of the 12th Asia-Pacific Web Conference, APWeb 2010 / IEEE. Piscataway, NJ : IEEE, 2010, p. 260-266, Article number 5474129
Xie, Qing; Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang; Pang, Chaoyi

Efficient common items extraction from multiple sorted lists

Advances in Web Technologies and Applications - Proceedings of the 12th Asia-Pacific Web Conference, APWeb 2010 / IEEE. Piscataway, NJ : IEEE, 2010, p. 219-225, Article number 5474132
Lu, Wei; Rong, Chuitian; Chen, Jinchuan; Du, Xiaoyong; Fung, Gabriel Pui Cheong; Zhou, Xiaofang

Efficient web pages identification for entity resolution

WWW '10: Proceedings of the 19th international conference on World wide web / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2010, p. 1223-1224
Zhu, Jia; Fung, Gabriel; Zhou, Xiaofang

Extract interesting skyline points in high dimension

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5982 LNCS, (Pt. 2), 2010, p. 94-108
Fung, Gabriel Pui Cheong; Lu, Wei; Yang, Jing; Du, Xiaoyong; Zhou, Xiaofang

Group visible nearest neighbor queries in spatial databases

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 6184 LNCS, 2010, p. 333-344
Xu, Hu; Li, Zhicheng; Lu, Yansheng; Deng, Ke; Zhou, Xiaofang

K-nearest neighbor search for fuzzy objects

SIGMOD '10: Proceedings of the 2010 ACM SIGMOD International Conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2010, p. 699-710
Zheng, Kai; Fung, Pui Cheong; Zhou, Xiaofang

Sampling dirty data for matching attributes

SIGMOD '10: Proceedings of the 2010 ACM SIGMOD International Conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2010, p. 63-74
Köhler, Henning; Zhou, Xiaofang; Sadiq, Sadiq; Shu, Yanfeng; Taylor, Kerry

Searching trajectories by locations: An efficiency study

SIGMOD '10: Proceedings of the 2010 ACM SIGMOD International Conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2010, p. 255-266
Chen, Zaiben; Shen, Heng Tao; Zhou, Xiaofang; Zheng, Yu; Xie, Xing

Transitivity-preserving skylines for partially ordered domains

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5982 LNCS, (Pt. 2), 2010, p. 109-115
Köhler, Henning; Zheng, Kai; Yang, Jing; Zhou, Xiaofang
Article 9

An Efficient Near-Duplicate Video Shot Detection Method Using Shot-Based Interest Points

IEEE Transactions on Multimedia, v. 11, (5), August 2009, p. 879-891
Zhou, Xiangmin; Zhou, Xiaofang; Chen, Lei; Bouguettaya, Athman; Xiao, Nong; Taylor, John A.

Bounded coordinate system indexing for real-time video clip search

ACM Transactions on Information Systems, v. 27, (3), May 2009, article number 17
Huang, Zi; Shen, Heng Tao; Shao, Jie; Zhou, Xiaofang; Cui, Bin

Effective and efficient query processing for video subsequence identification

IEEE Transactions on Knowledge and Data Engineering, v. 21, (3), March 2009, p. 321-334
Shen, Heng Tao; Shao, Jie; Huang, Zi; Zhou, Xiaofang

Hybrid information retrieval policies based on cooperative cache in mobile P2P networks

Frontiers of Computer Science in China, v. 3, (3), August 2009, p. 381-395
Xu, Quanqing; Shen, Heng Tao; Chen, Zaiben; Cui, Bin; Zhou, Xiaofang; Dai, Yafei

Instance optimal query processing in spatial networks

VLDB Journal, v. 18, (3), June 2009, p. 675-693
Deng, Ke; Zhou, Xiaofang; Shen, Heng Tao; Sadiq, Sadiq; Li, Xue

MOIR/MT: monitoring large-scale road network traffic in real-time

Proceedings of the VLDB Endowment, v. 2, (2), August 2009, p. 1538-1541
Liu, Kuien; Deng, Ke; Ding, Zhiming; Li, Mingshu; Zhou, Xiaofang

Speed up interactive image retrieval

VLDB Journal, v. 18, (1), January 2009, p. 329-343
Shen, Heng Tao; Jiang, Shouxu; Tan, Kian-Lee; Huang, Zi; Zhou, Xiaofang

Using local popularity of web resources for geo-ranking of search engine results

World Wide Web, v. 12, (2), March 2009, p. 149-170
Asadi, Saeid; Zhou, Xiaofang; Yang, Guowei

数据质量

中国计算机协会通讯=Communications of Chinese Computer Federation, v. 5, (2), 2009, p. 49-51
周晓方
Conference paper 13

A subspace symbolization approach to content-based video search

Proceedings - International Conference on Data Engineering, v. 2009, April 2009, article number 4812498, p. 1191-1194
Zhou, Xiangmin; Zhou, Xiaofang; Bouguettaya, Athman; Taylor, John A.

A term-based driven clustering approach for name disambiguation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5446, 2009, p. 320-331
Zhu, Jia; Zhou, Xiaofang; Fung, Gabriel Pui Cheong

Data quality aware queries in collaborative information systems

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5446, 2009, p. 39-50
Yeganeh, N.K.; Sadiq, S.; Deng, K.; Zhou, Xiaofang

Efficient information retrieval in mobile peer-to-peer networks

CIKM '09: Proceedings of the 18th ACM conference on Information and knowledge management / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2009, p. 967-976
Chen, Lijiang; Cui, Bin; Shen, Heng Tao; Lu, Wei; Zhou, Xiaofang

From trajectories to activities: A spatio-temporal join approach

LBSN '09: Proceedings of the 2009 International Workshop on Location Based Social Networks / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2009, p. 25-32
Xie, Kexin; Deng, Ke; Zhou, Xiaofang

High-dimensional indexing with oriented cluster representation for multimedia databases

2009 IEEE International Conference on Multimedia and Expo, ICME 2009 - Proceedings / IEEE. Piscataway, NJ : IEEE, 2009, p. 1628-1631
Shen, Heng Tao; Huang, Zi; Cao, Jinli; Zhou, Xiaofang

Hybrid retrieval mechanisms in vehicle-based P2P networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5544 LNCS, (Pt. 1), 2009, p. 303-314
Xu, Quanqing; Shen, Heng Tao; Chen, Zaiben; Cui, Bin; Zhou, Xiaofang; Dai, Yafei

Instant advertising in mobile peer-to-peer networks

Proceedings - International Conference on Data Engineering, v. 2009, April 2009, article number 4812450, p. 736-747
Chen, Zaiben; Shen, Heng Tao; Xu, Quanqing; Zhou, Xiaofang

Interactive near-duplicate video retrieval and detection

MM '09: Proceedings of the 17th ACM international conference on Multimedia / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2009, p. 1001-1002
Cheng, Ran; Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang

IRank: A term-based innovation ranking system for conferences and scholars

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5446, 2009, p. 126-137
Li, Zhixu; Du, Xiaoyong; Liu, Hongyan; He, Jun; Zhou, Xiaofang

Monitoring path nearest neighbor in road networks

SIGMOD '09: Proceedings of the 2009 ACM SIGMOD International Conference on Management of data / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2009, p. 591-602
Chen, Zaiben; Shen, Heng Tao; Zhou, Xiaofang; Yu, Jeffrey Xu

Online near-duplicate video clip detection and retrieval: An accurate and fast system

Proceedings - International Conference on Data Engineering, v. 2009, April 2009, article number 4812560, p. 1511-1514
Huang, Zi; Wang, Liping; Shen, Heng Tao; Shao, Jie; Zhou, Xiaofang

Progressive keyword search in relational databases

Proceedings - International Conference on Data Engineering, v. 2009, April 2009, article number 4812496, p. 1183-1186
Li, Guoliang; Zhou, Xiaofang; Feng, Jianhua; Wang, Jianyong
Article 5

A multi-resolution surface distance model for k-NN query processing

VLDB Journal, v. 17, (5), August 2008, p. 1101-1119
Deng, Ke; Zhou, Xiaofang; Shen, Heng Tao; Liu, Qing; Xu, Kai; Lin, Xuemin

Batch nearest neighbor search for video retrieval

IEEE Transactions on Multimedia, v. 10, (3), April 2008, article number 4456694, p. 409-420
Shao, Jie; Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang; Lim, Ee-Peng; Li, Yijun

Challenges and techniques for effective and efficient similarity search in large video databases

Proceedings of the VLDB Endowment, v. 1, (2), August 2008, p. 1598-1603
Shao, Jie; Shen, Heng Tao; Zhou, Xiaofang

Discovery of convoys in trajectory databases

Proceedings of the VLDB Endowment, v. 1, (1), August 2008, p. 1068-1080
Jeung, Hoyoung; Yiu, Man Lung; Zhou, Xiaofang; Jensen, Christian S.; Shen, Heng Tao

Localized co-occurrence model for fast approximate search in 3D structure databases

IEEE Transactions on Knowledge and Data Engineering, v. 20, (4), April 2008, article number 4407704, p. 519-531
Huang, Zi; Shen, Heng Tao; Zhou, Xiaofang