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David W. Cheung

Papers on DiSC'04


SF-Tree: An Efficient and Flexible Structure for Estimating Selectivity of Simple Path Expressions with Statistical Accuracy

Evaluation of Iceberg Distance Joins

Publications


Note: Links lead to the DBLP on the Web.

David W. Cheung

Kevin Y. Yip , David W. Cheung, Michael K. Ng : On Discovery of Extremely Low-Dimensional Clusters using Semi-Supervised Projected Clustering. ICDE 2005 : 329-340

Yutao Shou , Nikos Mamoulis , David W. Cheung: Fast and Exact Warping of Time Series Using Adaptive Segmental Approximations. Machine Learning 58 (2-3): 231-267 (2005)

Kevin Y. Yip , David W. Cheung, Michael K. Ng , Kei-Hoi Cheung : Identifying Projected Clusters from Gene Expression Profiles. BIBE 2004 : 259-266

Nikos Mamoulis , Huiping Cao , George Kollios , Marios Hadjieleftheriou , Yufei Tao , David W. Cheung: Mining, indexing, and querying historical spatiotemporal data. KDD 2004 : 236-245

Xin Zhang , Nikos Mamoulis , David W. Cheung, Yutao Shou : Fast mining of spatial collocations. KDD 2004 : 384-393

Huiping Cao , David W. Cheung, Nikos Mamoulis : Discovering Partial Periodic Patterns in Discrete Data Sequences. PAKDD 2004 : 653-658

Kevin Y. Yip , David W. Cheung, Michael K. Ng : HARP: A Practical Projected Clustering Algorithm. IEEE Trans. Knowl. Data Eng. 16 (11): 1387-1397 (2004)

Kevin Y. Yip , David W. Cheung, Michael K. Ng : A highly-usable projected clustering algorithm for gene expression profiles. BIOKDD 2003 : 41-48

Kin-Fai Kan , David W. Cheung, Ben Kao : Maintenance of Partial-Sum-Based Histograms. DASFAA 2003 : 149-156

Nikos Mamoulis , David W. Cheung, Wang Lian : Similarity Search in Sets and Categorical Data Using the Signature Tree. ICDE 2003 : 75-86

Yutao Shou , Nikos Mamoulis , Huiping Cao , Dimitris Papadias , David W. Cheung: Evaluation of Iceberg Distance Joins. SSTD 2003 : 270-288

Wang Lian , Nikos Mamoulis , David W. Cheung: A Filter Index for Complex Queries on Semi-structured Data. WAIM 2003 : 397-408

Ben Kao , Joseph Lee , Chi-Yuen Ng , David W. Cheung: Anchor point indexing in Web document retrieval. IEEE Transactions on Systems, Man, and Cybernetics, Part C 30 (3): 364- (2000)

David W. Cheung, Vincent Ng , Benjamin W. Tam : Incremental Updates of Discovered Multi-Level Association Rules. International Journal on Artificial Intelligence Tools 6 (2): 273-290 (1997)

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