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David Wai-Lok Cheung

Papers on DiSC'04


Mining, Indexing, and Querying Historical Spatiotemporal Data

Fast Mining of Spatial Collocations

Publications


Note: Links lead to the DBLP on the Web.

David Wai-Lok Cheung

Minghua Zhang , Ben Kao , David Wai-Lok Cheung, Kevin Yip : Mining Periodic Patterns with Gap Requirement from Sequences. SIGMOD Conference 2005

Wai-Shing Ho , Ben Kao , David Wai-Lok Cheung, Chi Lap Yip , Eric Lo : SF-Tree: An Efficient and Flexible Structure for Estimating Selectivity of Simple Path Expressions with Statistical Accuracy Guarantee. DASFAA 2004 : 52-62

Eric Lo , Nikos Mamoulis , David Wai-Lok Cheung, Wai-Shing Ho , Panos Kalnis : Processing Ad-Hoc Joins on Mobile Devices. DEXA 2004 : 611-621

Wang Lian , Nikos Mamoulis , David Wai-Lok Cheung, Siu-Ming Yiu : Discovering Minimal Infrequent Structures from XML Documents. WISE 2004 : 291-302

Wang Lian , David Wai-Lok Cheung, Nikos Mamoulis , Siu-Ming Yiu : An Efficient and Scalable Algorithm for Clustering XML Documents by Structure. IEEE Trans. Knowl. Data Eng. 16 (1): 82-96 (2004)

Edward Hung , David Wai-Lok Cheung, Ben Kao : Optimization in Data Cube System Design. J. Intell. Inf. Syst. 23 (1): 17-45 (2004)

Lok-Lam Cheng , David Wai-Lok Cheung, Siu-Ming Yiu : Approximate String Matching in DNA Sequences. DASFAA 2003 : 303-310

Minghua Zhang , Ben Kao , David Wai-Lok Cheung, Chi Lap Yip : Efficient Algorithms for Incremental Update of Frequent Sequences. PAKDD 2002 : 186-197

Felix Cheung , Ben Kao , David Wai-Lok Cheung, Chi-Yuen Ng : An Efficient Algorithm for Incremental Update of Concept Spaces. PAKDD 2002 : 368-380

Jian Tang , Zhixiang Chen , Ada Wai-Chee Fu , David Wai-Lok Cheung: Enhancing Effectiveness of Outlier Detections for Low Density Patterns. PAKDD 2002 : 535-548

Edward Hung , David Wai-Lok Cheung: Parallel Mining of Outliers in Large Database. Distributed and Parallel Databases 12 (1): 5-26 (2002)

David Wai-Lok Cheung, Sau Dan Lee , Yongqiao Xiao : Effect of Data Skewness and Workload Balance in Parallel Data Mining. IEEE Trans. Knowl. Data Eng. 14 (3): 498-514 (2002)

Wing-Kin Sung , David Yang , Siu-Ming Yiu , David Wai-Lok Cheung, Wai-Shing Ho , Tak Wah Lam : Automatic construction of online catalog topologies. IEEE Transactions on Systems, Man, and Cybernetics, Part C 32 (4): 382-391 (2002)

K. K. Loo , Chi Lap Yip , Ben Kao , David Wai-Lok Cheung: A lattice-based approach for I/O efficient association rule mining. Inf. Syst. 27 (1): 41-74 (2002)

David Wai-Lok Cheung, Graham J. Williams , Qing Li : Knowledge Discovery and Data Mining - PAKDD 2001, 5th Pacific-Asia Conference, Hong Kong, China, April 16-18, 2001, Proceedings Springer 2001

Ke Wang , Yu He , David Wai-Lok Cheung, Francis Y. L. Chin : Mining Confident Rules Without Support Requirement. CIKM 2001 : 89-96

Zhexue Huang , Michael K. Ng , David Wai-Lok Cheung: An Empirical Study on the Visual Cluster Validation Method with Fastmap. DASFAA 2001 : 84-91

Wing-Kin Sung , David Yang , Siu-Ming Yiu , Wai-Shing Ho , David Wai-Lok Cheung, Tak Wah Lam : Automatic Construction of Online Catalog Topologies. EC-Web 2001 : 216-225

Minghua Zhang , Ben Kao , Chi Lap Yip , David Wai-Lok Cheung: FFS - An I/O-Efficient Algorithm for Mining Frequent Sequences. PAKDD 2001 : 294-305

Chi-Yuen Ng , Joseph Lee , Felix Cheung , Ben Kao , David Wai-Lok Cheung: Efficient Algorithms for Concept Space Construction. PAKDD 2001 : 90-101

Lian Wang , David Wai-Lok Cheung, Siu-Ming Yiu : Indexing Attributes and Reordering Profiles for XML Document Filtering and Information Delivery. WAIM 2001 : 355-366

Joshua Zhexue Huang , Michael K. Ng , Wai-Ki Ching , Joe Ng , David Wai-Lok Cheung: A Cube Model and Cluster Analysis for Web Access Sessions. WEBKDD 2001 : 48-67

Wing-Kin Sung , Frank C. H. Tong , Kwok-Ho Yeung , David Wai-Lok Cheung, Chun-Jen Tan , William Wei Song : Pervasive Multimedia Markup Language (PMML): an XML-based multimedia content specification for pervasive access. WWW Posters 2001

David Wai-Lok Cheung, Bo Zhou , Ben Kao , Hu Kan , Sau Dan Lee : Towards the building of a dense-region-based OLAP system. Data Knowl. Eng. 36 (1): 1-27 (2001)

David Wai-Lok Cheung, Kan Hu , Shaowei Xia : An Adaptive Algorithm for Mining Association Rules on Shared-Memory Parallel Machines. Distributed and Parallel Databases 9 (2): 99-132 (2001)

Weiguo Fan , Hongjun Lu , Stuart E. Madnick , David Wai-Lok Cheung: Discovering and reconciling value conflicts for numerical data integration. Inf. Syst. 26 (8): 635-656 (2001)

K. K. Loo , Chi Lap Yip , Ben Kao , David Wai-Lok Cheung: Exploiting the Duality of Maximal Frequent Itemsets and Minimal Infrequent Itemsets for I/O Efficient Association Rule Mining. DEXA 2000 : 710-719

Zhexue Huang , Michael K. Ng , Tao Lin , David Wai-Lok Cheung: An Interactive Approach to Building Classification Models by Clustering and Cluster Validation. IDEAL 2000 : 23-28

David Wai-Lok Cheung, Lian Wang , Siu-Ming Yiu , Bo Zhou : Density-Based Mining of Quantitative Association Rules. PAKDD 2000 : 257-268

Chi-Yuen Ng , Ben Kao , David Wai-Lok Cheung: Text-Source Discovery and GlOSS Update in a Dynamic Web. PAKDD 2000 : 432-441

Edward Hung , David Wai-Lok Cheung, Ben Kao , Yilong Liang : An Optimization Problem in Data Cube System Design. PAKDD 2000 : 74-85

David Wai-Lok Cheung, Sau Dan Lee , Thomas Lee , William Song , C. J. Tan : Distributed and Scalable XML Document Processing Architecture for E-Commerce Systems. WECWIS 2000 : 152-157

David Yang , Wing-Kin Sung , Siu-Ming Yiu , David Wai-Lok Cheung, Wai-Shing Ho , Tak Wah Lam , Sau Dan Lee : Construction of Online Catalog Topologies Using Decision Trees. WECWIS 2000 : 223-230

William Wei Song , David Wai-Lok Cheung, C. Tan : A Semantic Similarity Approach to Electronic Document Modeling and Integration. WISE 2000 : 116-124

Lian Wang , William Song , David Wai-Lok Cheung: Using Contextual Semantics to Automate the Web Document Search and Analysis. WISE (2) 2000 : 19-23

David Wai-Lok Cheung, H. Y. Hwang , Ada Wai-Chee Fu , Jiawei Han : Efficient Rule-Based Attribute-Oriented Induction for Data Mining. J. Intell. Inf. Syst. 15 (2): 175-200 (2000)

David Wai-Lok Cheung, Bo Zhou , Ben Kao , Hongjun Lu , Tak Wah Lam , Hing-Fung Ting : Requirement-Based Data Cube Schema Design. CIKM 1999 : 162-169

David Wai-Lok Cheung, Bo Zhou , Ben Kao , Kan Hu , Sau Dan Lee : DROLAP - A Dense-Region Based Approach to On-Line Analytical Processing. DEXA 1999 : 761-770

Bo Zhou , David Wai-Lok Cheung, Ben Kao : A Fast Algorithm for Density-Based Clustering in Large Database. PAKDD 1999 : 338-349

Chi Lap Yip , K. K. Loo , Ben Kao , David Wai-Lok Cheung, C. K. Cheng : LGen - A Lattice-Based Candidate Set Generation Algorithm for I/O Efficient Association Rule Mining. PAKDD 1999 : 54-63

David Wai-Lok Cheung, Yongqiao Xiao : Effect of Data Distribution in Parallel Mining of Associations. Data Min. Knowl. Discov. 3 (3): 291-314 (1999)

Zhiyong Liu , David Wai-Lok Cheung: Oblivious routing for LC permutations on hypercubes. Parallel Computing 25 (4): 445-460 (1999)

Ben Kao , Joseph K. W. Lee , David Wai-Lok Cheung, Chi-Yuen Ng : Recommending Anchor Points in Structure-Preserving Hypertext Document Retrieval. COMPSAC 1998 : 582-587

David Wai-Lok Cheung, Yongqiao Xiao : Effect of Data Skewness in Parallel Mining of Association Rules. PAKDD 1998 : 48-60

David Wai-Lok Cheung, Kan Hu , Shaowei Xia : Asynchronous Parallel Algorithm for Mining Association Rules on a Shared-Memory MultiPprocessors. SPAA 1998 : 279-288

Sau Dan Lee , David Wai-Lok Cheung, Ben Kao : Is Sampling Useful in Data Mining? A Case in the Maintenance of Discovered Association Rules. Data Min. Knowl. Discov. 2 (3): 233-262 (1998)

David Wai-Lok Cheung, Sau Dan Lee , Ben Kao : A General Incremental Technique for Maintaining Discovered Association Rules. DASFAA 1997 : 185-194

Sau Dan Lee , David Wai-Lok Cheung: Maintenance of Discovered Association Rules: When to update? DMKD 1997 : 0-

Hongjun Lu , Weiguo Fan , Cheng Hian Goh , Stuart E. Madnick , David Wai-Lok Cheung: Discovering and Reconciling Semantic Conflicts: A Data Mining Perspective. DS-7 1997 : 409-427

Joseph K. W. Lee , David Wai-Lok Cheung, Ben Kao , Jax Law : Intelligent Agents for Matching Information Providers and Consumers on the World-Wide-Web. HICSS (4) 1997 : 189-199

David Wai-Lok Cheung, Jiawei Han , Vincent Ng , C. Y. Wong : Maintenance of Discovered Association Rules in Large Databases: An Incremental Updating Technique. ICDE 1996 : 106-114

David Wai-Lok Cheung, Vincent Ng , Benjamin W. Tam : Maintenance of Discovered Knowledge: A Case in Multi-Level Association Rules. KDD 1996 : 307-310

David Wai-Lok Cheung, Jiawei Han , Vincent Ng , Ada Wai-Chee Fu , Yongjian Fu : A Fast Distributed Algorithm for Mining Association Rules. PDIS 1996 : 31-42

David Wai-Lok Cheung, Vincent Ng , Ada Wai-Chee Fu , Yongjian Fu : Efficient Mining of Association Rules in Distributed Databases. IEEE Trans. Knowl. Data Eng. 8 (6): 911-922 (1996)

David Wai-Lok Cheung, Jiawei Han : Maintenance of Discovered Knowledge: A Strategy for Updating Association Rules (Abstract). KDOOD/TDOOD 1995 : 58-60

David Wai-Lok Cheung, Ada Wai-Chee Fu , Jiawei Han : A Case-Based Reasoning Approach for Associative Query Answering. ISMIS 1994 : 164-173

Ada Wai-Chee Fu , David Wai-Lok Cheung: A Transaction Replication Scheme for a Replicated Database with Node Autonomy. VLDB 1994 : 214-225

David Wai-Lok Cheung, Tiko Kameda : Site Optimal termination Protocols for a Distributed Database under Network Partitioning. Operating Systems Review 20 (3): 17-27 (1986)

David Wai-Lok Cheung, Tiko Kameda : Site Optimal Termination Protocols for a Distributed Database under Network Partitioning. PODC 1985 : 111-121

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