Journal Publications

1. "Maximizing Bichromatic Reverse Nearest Neighbor for Lp-Norm in Two- and Three-Dimensional Spaces ", (with R. Wong, M.T. Ozsu, A.W. Fu, L. Liu, and Y. Liu), VLDB Journal, Vol. 20, No. 6, 2011, pp. 893-919..

2. "Can the Utility of Anonymized Data be used for Privacy Breaches", (with R. Wong, A.W. Fu, K. Wang, and J. Pei), ACM Trans. Knowledge Discovery from Data, Vol. 5, No. 3, 2011.

3. "One-class Learning and Concept Summarization for Data Streams", (with X. Zhu, W. Ding and C. Zhang), Knowledge and Information Systems, Vol. 28, No. 3, 2011, pp. 523-553.

4. "Graph Pattern Matching: A Join/Semijoin Approach", (with J.F. Cheng, and J.X. Yu), IEEE Trans. Knowledge and Data Engineering, Vol. 23, No. 7, July 2011, pp. 1006-1021.

5. "Mining Cluster-Based Temporal Mobile Sequential Patterns in Location-Based Service", (with E. Lu, and V. Tseng), IEEE Trans. Knowledge and Data Engineering, Vol. 23, No. 6, June 2011, pp. 914-927.

6. "Efficient Relevance Feedback for Content-based Image Retrieval by Mining User Navigation Patterns", (with J.H. Su, W.J. Huang, and V. Tseng), IEEE Trans. Knowledge and Data Engineering, Vol. 23, No. 3, March 2011, pp. 360-372.

7. "Processing High Data Rate Streams in System S", (with H. Andrade, B. Gedik, K.-L. Wu), Journal of Parallel and Distributed Computing, Vol. 71, No. 2, 2011, pp. 145-156.

8. "Load Shedding in Mobile Systems with MobiQual", (with B. Gedik, K.L. Wu, and L. Liu), IEEE Trans. Knowledge and Data Engineering, Vol. 23, No. 2, Feb. 2011, pp. 248-265.

9. "Leadership Discovery when Data Correlatively Evolve", (with D. Wu, Y. Ke, J.X. Yu, and L. Chen), World Wide Web, Vol. 14, No. 1, Jan. 2011, pp. 1-25.

10. "WF-MSB A Weighted Fuzzy-based Biclustering Method for Gene Expression Data", (with L. Chen, and V. Tseng), Int. Journal Data Mining and Bioinformatics, Vol. 5, No. 1, 2011, pp. 89-109.

11. "Limitations of Matrix Completion via Trace Norm Minimization", (with X. Shi), ACM SIGKDD Exploration, Vol. 12, Issue 2, Dec. 2010, pp. 16-21.

12. "A Framework for Clustering Massive Graph Streams", (with C. Aggarwal and Y. Zhao), Statistical Analysis and Data Mining, Vol. 3, No. 6, Dec. 2010, pp. 399-416.

13. "A General Framework for Relation Graph Clustering", (with B. Long, and Z. Zhang), Knowledge and Information Systems, Vol. 24, No. 3, Oct. 2010, pp. 393-413.

14. "Rights Protection of Trajectory Datasets with Nearest-Neighbor Preservation", (with C. Lucchese, M. Vlachos, and D. Rajan), VLDB Journal, Vol. 19, No. 4, Aug. 2010, pp.531-556.

15. "On Clustering Massive Text and Categorical Data Streams", (with C. Aggarwal), Knowledge and Information Systems, Vol. 24, No. 2, Aug. 2010, pp. 171-196.

16. "Privacy-preserving Data Publishing: A Survey on Recent Developments", (with B. C. M. Fung, K. Wang, and R. Chen), ACM Computing Surveys, Vol. 42, No. 4, June 2010.

17. "Optimal Distance Bounds for Fast Search on Compressed Time-Series Query Logs", (with M. Vlachos, and S.S. Kozat), ACM Transactions on the Web, Vol. 4, No. 2, April 2010.

18. "Music Recommendation using Content and Context Information Mining", (with J.H. Su, H.H. Yeh, and V.S. Tseng), IEEE Intelligent Systems, Vol. 25, No. 1, 2010, pp.16-26.

19. "Social Computing in the Blogsphere", (with H. Liu, N. Agarwal, and T. Suel), IEEE Internet Computing, Vol. 14, No. 2, 2010, pp.12-14.

20. "Density-Based Clustering of Data Streams at Multiple Resolutions", (with W. Li, W.K. Ng, X.H. Dang, and K. Zhang), ACM Trans. Knowledge Discovery from Data, Vol. 3, No. 3, 2009.

21. "Graph OLAP: A Multi-dimensional Framework for Graph Data Analysis", (with C. Chen, X. Yan, F. Zhu, and J. Han), Knowledge and Information Systems, Vol. 21. No. 1, Oct. 2009, pp. 41-63.

22. "Information Discovery across Multiple Streams", (with V. Hristidis, O. Valdivia, and M. Vlachos), Information Science, Vol. 179, No. 19, Sept. 2009, pp. 3268-3285.

23. "Answering Linear Optimization Queries with an Approximate Stream Index", (with G. Luo, and K.L. Wu), Knowledge and Information Systems, Vol. 20. No. 1, July 2009, pp. 95-121.

24. "Embedding and Retrieving Private Metadata in Electrocardiograms", (with S.S. Kozat, M. Vlachos, C. Lucchese, and H. Van Herle), Journal of Medical Systems, Vol. 33, No. 4, 2009, pp. 241-259.

25. "G-SESAME: Web Tools for GO-term-based Gene Similarity Analysis and Knowledge Discovery", (with Z. Du, L. Li, C.F. Chen and J.Z. Wang), Nucleic Acids Research, June 2009, pp. 1-5.

26. "A Survey of Uncertain Data Algorithms and Applications", (with C. Aggarwal), IEEE Trans. Knowledge and Data Engineering, Vol. 21, No. 5, May 2009, pp. 609-623.

27. "CellJoin: A Parallel Stream Join Operator for the Cell Processor", (with B. Gedik, and R.R. Bordawekar), VLDB Journal, Vol. 18, No. 2, April 2009, pp. 501-519.

28. "Online Pairing of VoIP Conversations", (with M. Vlachos, A. Anagnostopoulos, O. Verscheure), VLDB Journal, Vol. 18, No. 1, Jan. 2009, pp. 77-98.

29. "Classifying Data Streams with Skewed Class Distributions and Concept Drifts", (with J. Gao, B. Ding, W. Fan and J. Han), Internet Computing, Vol. 12, No. 6, Nov. 2008, pp. 37-49.

30. "Incremental Tensor Analysis: Theory and Applications", (with J. Sun, D. Tao, S. Papadimitriou and C. Faloutsos), ACM Trans. Knowledge Discovery from Data, Vol. 2, No. 3, Oct. 2008.

31. "Fast Monitoring Proximity and Centrality on Time-evolving Bipartite Graphs", (with H. Tong, S. Papadimitriou and C. Faloutsos), Statistical Analysis and Data Mining, Vol. 1, No. 3, Nov. 2008, pp. 142-154.

32. "DAWN: an Efficient Framework of DCT for Data with Error Estimation", (with M.J. Hsieh, W.G. Teng, and M.S. Chen), VLDB Journal, Vol. 17, No. 4, July 2008, pp.683-702.

33. "Truth Discovery with Multiple Conflicting Information Providers on the Web", (with X. Yin and J. Han), IEEE Trans. Knowledge and Data Engineering, Vol. 20, No. 6, June 2008, pp. 796-808.

34. "peerTalk: A Peer-to-Peer Multi-Party Voice-Over-IP System", (with X. Gu, Z. Wen, and Z.Y. Shae), IEEE Trans. Parallel and Distributed Systems, Vol. 19, No. 4, April 2008, pp. 515-528.

35. "On Static and Dynamic Methods for Condensation-Based Privacy-Preserving Data Mining", (with C. Aggarwal), ACM Trans. Database Systems, Vol. 33, No. 1, March 2008.

36. "A Framework for Condensation-based Anonymization of String Data", (with C. Aggarwal), Data Mining and Knowledge Discovery, Vol. 13, No. 3, Feb. 2008, 251-275.

37. "Correlating Burst Events on Streaming Stock Market Data", (with M. Vlachos, K.L. Wu, and S.K. Chen), Data Mining and Knowledge Discovery, Vol. 16, No. 1, 2008, pp.109-133.

38. "Top 10 Algorithms in Data Mining", (with X. Wu, V. Kumar, J.R. Quinlan, J. Ghosh, Q. Yang, H. Motoda, G.J. McLachlan, A. Ng, B. Liu, Z.H. Zhou, M. Steinbach, D. Hand, and D. Steinberg), Knowledge and Information Systems, Vol. 14, No. 1, 2008, pp.1-37.

39. "Storage Optimization for Large-Scale Distributed Steam Processing Systems", (with K. Hildrum, F. Douglis, J.L. Wolf, L. Fleischer, A. Katta), ACM Trans. Storage, Vol. 3, No. 4, Feb. 2008.

40. "Asap: An Adaptive Sampling Approach to Data Collection in Sensor Networks", (B. Gedik, and L. Liu), IEEE Trans. Parallel and Distributed Systems, Vol.18, No. 12, Dec. 2007, pp.1766-1783.

41. "CrossClus: User-guided Multi-relational Clustering", (with X. Yin, and J. Han), Data Mining and Knowledge Discovery, Vol. 15, No. 3, Dec. 2007.

42. "CPU Load Shedding for Binary Stream Joins", (B. Gedik, K-L. Wu, and L. Liu), Knowledge and Information Systems, Vol. 13, No. 3, Nov. 2007, pp. 271-304.

43. "Approximate Query Processing in Cube Streams", (with M.J. Hsieh, and M.S. Chen), IEEE Trans. Knowledge and Data Engineering, Vol. 19, No. 11, Nov. 2007.

44. "GrubJoin: An Adaptive, Multi-way, Windowed Stream Join with Time Correlation-Aware CPU Load Shedding", (with B. Gedik, K.-L. Wu, and L. Liu), IEEE Trans. Knowledge and Data Eng., Vol. 19, No. 10, Oct. 2007, pp. 1363-1380.

45. "Anonymizing Classification Data for Privacy Preservation", (with B. Fung, and K. Wang), IEEE Trans. Knowledge and Data Eng., Vol. 19, No. 5, May 2007, pp. 711-725.

46. "A New Method to Measure the Semantic Similarity of GO Terms", (with J.Z. Wang, Z. Du, R. Payattakool, and C.F. Chen), Bioinformatics, Vol. 23, No. 10, 2007, pp. 1274-1281.

47. "Handicapping Attacker’s Confidence: An Alternative to k-Anonymization", (with K. Wang, and B. Fung), Knowledge and Information Systems, Vol. 11, No. 3, April 2007, pp. 345-368.

48. "Fragmental Proxy Caching Scheme for Streaming Multimedia Objects", (with J. Wang), IEEE Trans. Multimedia, Vol. 9, No. 1, Jan. 2007, pp. 147-156.

49. "Feature-based Similarity Search in Graph Structures", (with X. Yan, F. Zhu, and J. Han), ACM Trans. on Database Systems, Vol. 31, No. 4, Dec. 2006, pp. 1418-1453.

50. "Detection and Classification of Changes in Evolving Data Streams", (with M.M. Gaber), Intl. Journal of Information Technology & Decision Making, Vol. 5, No. 4, Dec. 2006, pp. 659-670.

51. "Incremental Processing of Continual Range Queries over Moving Objects", (with K.L Wu, and S.K. Chen), IEEE Trans. Knowledge and Data Eng., Vol. 18, No. 11, Nov. 2006, pp. 1560-1575.

52. "Discovering Frequent Closed Partial Orders from Strings", (with J. Pei, J. Liu, H. Wang, K. Wang, and J. Wang), IEEE Trans. Knowledge and Data Eng., Vol. 18, No. 11, Nov. 2006, pp. 1467-1481.

53. "Catch the Moment: Maintaining Closed Frequent Itemsets over a Data Stream Sliding Window", (with Y. Chi, H. Wang and R. Muntz), Knowledge and Information Systems, Vol. 10, No. 3, Oct. 2006, pp. 265-294.

54. "Efficient Classification across Multiple Database Relations: A CrossMine Approach", (with X. Yin, J. Yang, and J. Han), IEEE Trans. Knowledge and Data Eng., Vol. 18, No. 6, June 2006, pp. 770-783.

55. "Processing Moving Queries over Moving Objects using Motion Adaptive Indexes", (with B. Gedik, K.L. Wu, and L. Liu), IEEE Trans. Knowledge and Data Eng., Vol. 18, No. 5, May 2006, pp. 651-668.

56. "A Framework for On-Demand Classification of Evolving Data Streams", (with C. Aggarwal, J. Han and J. Wang), IEEE Trans. Knowledge and Data Eng., Vol. 18, No. 5, May 2006, pp. 577-589.

57. "Structural Periodic Measures for Time-Series Data", (with M. Vlachos, V. Castelli, and C. Meek), Data Mining and Knowledge Discovery, Vol. 12, No. 1, Jan. 2006, pp. 1-28.

58. "Text Classification without Negative Examples Revisit", (with G. Pui,J. Yu and H. Lu), IEEE Trans. Knowledge and Data Eng., Vol. 18, No. 1, Jan. 2006, pp. 6-20.

59. "Query Indexing with Containment-Encoded Intervals for Efficient Stream Processing", (with K.L. Wu and S.K. Chen), Knowledge and Information Systems, Vol. 9, No. 1, Jan. 2006, pp. 62-90.

60. "Graph Indexing based on Discriminative Frequent Structure Analysis", (with X. Yan, and J. Han), ACM Trans. on Database Systems, Vol. 30, No. 4, Dec. 2005, pp. 960-993.

61. "Efficient Processing of Continual Range Queries for Location-Aware Mobile Services", (with K.L. Wu and S.K. Chen), Information Systems Frontiers, Vol. 7, No. 4-5, Dec. 2005, pp. 435-448.

62. "An Improved Biclustering Method of Analyzing Gene Expression Profiles", (with J. Yang, H. Wang, and W. Wang), Intl. Journal on Artificial Intelligence Tools, Vol. 14, No. 5, Oct. 2005, pp.771-790.

63. "Demand-driven Frequent Itemset Mining using Pattern Structures", (with H. Wang, C.S. Perng, and S. Ma), Knowledge and Information Systems, Vol. 8, No. 1, July 2005, pp. 82-102.

64. "On Efficient Algorithms for High Dimensional Projected Clustering of Data Streams", (with C. Aggarwal, J. Han, and J. Wang), Data Mining and Knowledge Discovery, Vol. 10, No. 3, May 2005, pp. 251-273.

65. "An Effective and Efficient Algorithm for High-dimensional Outlier Detection", (with C. Aggarwal), VLDB Journal, Vol. 14, No. 2, 2005, pp. 211-221.

66. "Segmentation of Multimedia Streams for Proxy Caching", (with K.L. Wu and J.L. Wolf), IEEE Trans. Multimedia Systems, Vol. 6, No. 5, Oct. 2004, pp. 770-78.

67. "Mining Surprising Periodic Patterns", (with W. Wang, and J. Yang), Data Mining and Knowledge Discovery, Vol. 9, No. 2, Sept. 2004, pp. 189-216.

68. "Discovering High Order Periodic Patterns", (with W. Wang, and J. Yang), Knowledge and Information Systems, Vol. 6, No. 3, May 2004, pp. 243-268.

69. "WAR: Weighted Association Rules for Item Intensities", (with W. Wang, and J. Yang), Knowledge and Information Systems, Vol. 6, No. 2, March 2004, pp. 203-229.

70. "On Using Partial Supervision for Categorization", (with C. Aggarwal and S.G. Gates), IEEE Trans. Knowledge and Data Eng., Vol. 16, No. 2, Feb. 2004, pp. 245-255.

71. "Utility Computing SLA Management based upon Business Objectives", (with M. Buco, R. Chang, L. Luan, C. Ward, and J. Wolf), IBM Systems Journal, Vol. 43, No. 1, 2004.

72. "Mining Asynchronous Periodic Patterns in Time Series Data", (with J. Yang, and W. Wang), IEEE Trans. Knowledge and Data Eng., Vol. 15, No. 3, May 2003, pp. 613-628.

73. "Request Redirection Algorithms for Distributed Web Systems", (with V. Cardellini and M. Colajanni), IEEE Trans. Parallel and Distributed Systems, Vol. 14, No. 4, April 2003, pp. 355-368.

74. "Scoring the Data Using Association Rules", (with Y. Ma, B. Liu, and C.K. Wong), Applied Intelligence Journal, Vol. 18, No. 2, March 2003, pp. 119-135.

75. "Replication for Load Balancing and Hot Spot Relief for Proxy Caches with Hash Routing", (with K.L. Wu), Distributed and Parallel Databases, Vol. 13, No. 2, March 2003, pp. 203-220.

76. "Optimizing Index Allocation for Sequential Data Broadcasting in Wireless Mobile Computing", (with M.S. Chen and K.L. Wu), IEEE Trans. Knowledge and Data Eng., Vol. 15, No. 1, Jan. 2003, pp. 161-173.

77. "Fast Algorithms for On-line Generation of Profile Association Rules", (with C. Aggarwal and Z. Sun), IEEE Trans. Knowledge and Data Eng., Vol. 14, No. 5, Sept. 2002, pp. 1017-1028.

78. "Controlled Replication for Hash Routing-based Web Caching", (with K.L. Wu), Computer Systems Science and Engineering, Vol. 17, No.4/5, Sept 2002.

79. "The State of the Art in Locally Distributed Web-Server Systems", (with V. Cardellini, E. Casalicchio, and M. Colajanni), ACM Computing Surveys, Vol. 34, No. 2, June 2002, pp. 263-311.

80. "A Performance Study of Robust Load Sharing Strategies for Distributed Heterogeneous Web Servers", (with M. Colajanni), IEEE Trans. Knowledge and Data Eng., Vol. 14, No. 2, March 2002, pp. 398-414.

81. "Re-defining Clustering for High Dimensional Applications", (with C. Aggarwal), IEEE Trans. Knowledge and Data Eng., Vol. 14, No. 2, March 2002, pp. 210-225.

82. "Adaptive Piggybacking Schemes for Video-on-Demand Systems", (with C. Aggarwal and J.L. Wolf), Multimedia Tools and Applications, Vol. 16, No. 3, March 2002, pp. 231-250.

83. "Finding Localized Associations in Market Basket Data", (with C. Aggarwal and C. Procopiuc), IEEE Trans. Knowledge and Data Eng., Vol. 14, No. 1, Jan. 2002, pp. 51-62.

84. "On Balancing the Load in a Clustered Web Farm", (with J. Wolf), ACM Trans. Internet Technology, Vol. 1, No. 2, Nov. 2001.

85. "Mining Associations with the Collective Strength Approach", (with C. Aggarwal), IEEE Trans. Knowledge and Data Eng, Vol. 13, No. 6, Nov. 2001, pp. 863-873.

86. "Thrashing Control and Avoidance for Concurrent Mergesorts Using Parallel Prefetching", (with K.-L. Wu, and J. Z. Teng), Computer Systems Science and Engineering, vol. 16, no. 6, pp. 349-359, Nov. 2001.

87. "Scheduling Algorithms for the Broadcast Delivery of Digital Products", (with J.L. Wolf, M.S. Squillante, J. Turek and J. Sethuraman), IEEE Trans. Knowledge and Data Eng., Vol. 13, No. 5, Sept. 2001, pp. 721-741.

88. "On Balancing the Load in a Clustered Web Farm", (with J. Wolf), Performance Evaluation Review, 2001.

89. "Mining Patters in Long Sequential Data with Noise", (with J. Yang and W. Wang), ACM SIGKDD Explorations, Vol. 2, No. 2, pp. 28-33, 2001.

90. "A New Approach to On-line Generation of Association Rules", (with C. Aggarwal), IEEE Trans. Knowledge and Data Eng., Vol. 13, No. 4, July 2001, pp. 527-540.

91. "On the Design of a Learning Crawler for Topical Resource Discovery", (with C. Aggarwal, and F. AL-Garawi), ACM Trans. Information System, Vol. 19, No. 3, July 2001.

92. "The Maximum Factor Queue Length Batching Scheme for Video-on-Demand Systems", (with C.C. Aggarwal and J.L. Wolf), IEEE Trans. Computer, Vol. 50, No. 2, Feb. 2001, pp. 97-110.

93. "Report on Second International Workshop on Advanced Issues of E-commerce and Web-based Information Systems", (with K-L. Wu), SIGMOD Record, Vol. 29, No. 3, Sept. 2000, pp. 19-23.

94. "Workfile Disk Management for Concurrent Mergesorts in a Multiprocessor Database Systems", (with K-L. Wu, J-Y. Chung, and J. Teng), Distributed and Parallel Database Systems, Vol. 8, No. 3, July 2000, pp. 279-296.

95. "Latency-sensitive Hashing for Collaborative Web Caching", (with K-L. Wu), Computer Networks, Vol. 33, No.1-6, June 2000, pp. 633-644.

96. "A Dynamic Parity Grouping for Efficient Parity Buffering for RAID-5 Disk Arrays", (with K-L. Wu and A. Dan), Computer Systems Science and Eng., Vol. 15, No. 3, May 2000, pp. 155-163.

97. "Data Mining Techniques for Personalization", (with C. Aggarwal), IEEE Data Engineering, Vol. 23, No. 1, March 2000, pp. 4-9.

98. "Design and Analysis of Permutation based Pyramid Broadcasting", (with C.C. Aggarwal, and J.L. Wolf), ACM/Springer-Verlag Multimedia Systems Journal, Vol. 7, No. 6, Nov. 1999, pp. 439-448.

99. "Run Placement Policies for Concurrent Mergesorts Using Parallel Prefetching", (with K-L. Wu, and J. Teng), Knowledge and Information Systems, Vol. 1, No. 4, Nov. 1999, pp. 435-457.

100. "DNS Dispatching Algorithms with State Estimators for Scalable Web-server Clusters", (with V. Cardellini and M. Colajanni), World Wide Web Journal, Vol. 2, No. 3, 1999, pp. 101-113.

101. "Using Unbalanced Trees for Indexing Multimedia Objects", (with C. Aggarwal, J.L. Wolf, and M. Epelman), Knowledge and Information Systems, Vol. 1, No. 3, Aug. 1999.

102. "Dynamic Load Balancing on Web-Server Systems", (with V. Cardellini and M. Colajanni), IEEE Internet Computing, Vol. 3, No. 3, May 1999, pp. 28-39.

103. "Scan: A Hierarchical Algorithm for Similarity Search in Databases Consisting of Long Sequences", (with C-S. Li, and V. Castelli), Knowledge and Information Systems, Vol. 1, No. 2, May 1999, pp. 229-256.

104. "A Comparative Study of Divergence Control Algorithms", (with A. Kawaguchi, K. Mok, K-L. Wu and C. Pu), IEICE Trans. on Information and Systems, Vol. E82-D, No. 1, Jan. 1999, pp. 224-235.

105. "Caching on the World-Wide Web", (with C.C. Aggarwal, and J.L. Wolf), IEEE Trans. Knowledge and Data Eng., Vol. 11, No. 1, Jan. 1999, pp. 94-107.

106. "Smart SMART Bounds for Weighted Response Time Scheduling", (with U. Schwiegelshohn, W. Ludwig, J.L. Wolf, and J. Turek), SIAM Journal on Computing, Vol. 28, No. 1, 1998, pp. 237-253.

107. "Optimization Issues in Multimedia Systems", (with C.C. Aggarwal, and J.L. Wolf), International Journal of Intelligent Systems, Vol. 13, No. 12, Dec. 1998.

108. "Exploring Wait Tolerance in Effective Batching for Video-on-Demand Scheduling", (with H. Shachnai), ACM/Springer-Verlag Multimedia Systems Journal, Vol. 6, No. 6, Dec. 1998, pp. 382-394.

109. "Increasing Multimedia System Throughput with Consumption-based Buffer Management", (with K.L. Wu), ACM/Springer-Verlag Multimedia Systems Journal, Vol. 6, No. 6, Dec. 1998, pp. 421-428.

110. "Energy-Efficient Mobile Cache Invalidation", (with K.L. Wu and M-S. Chen), Distributed and Parallel Database Systems, Vol. 6, No. 4, Oct. 1998, pp. 351-372.

111. "On Analytic Modeling of Multimedia Batching Schemes", (with H. Shachnai), Performance Evaluation, Vol. 33, No. 3, Aug. 1998, pp. 201-213.

112. "Analysis of Task Assignment Policies in Scalable Distributed Web-server Systems", (with M. Colajanni, and D. M. Dias), IEEE Trans. Parallel and Distributed Systems, Vol. 9, No. 6, June 1998, pp. 585-600.

113. "Efficient Data Mining for Path Traversal Patterns", (with J.S. Park and M-S. Chen), IEEE Trans. Knowledge and Data Eng., Vol. 10, No. 2, March 1998, pp. 209-221.

114. "Performance Study of A Collaborative Method for Hierarchical Caching in Proxy Servers", (with E. MacNair), Computer Networks and ISDN Systems, Vol. 30, April 1998, pp. 215-224. (Proc. 7th Intl. World Wide Web conference, Brisbane, Australia, April 1998.)

115. "Mining Large Itemsets for Association Rules",(with C. Aggarwal), IEEE Data Engineering, March 1998, Vol. 21, No. 1, pp. 23-31.

116. "Speed Tracer: A Web Usage Mining and Analysis Tool", (with K-L. Wu and A. Ballman), IBM Systems Journal, Vol. 37, No. 1, 1998, pp. 89-105.

117. "Using Rotational Mirrored Declustering of Replica Placement in A Disk-Array Based Video Server", (with M-S. Chen, H.I. Hsiao and C-S. Li), ACM/Springer-Verlag Multimedia Systems Journal, Vol. 5, No. 6, Dec. 1997, pp. 371-379.

118. "Disk Load Balancing for Video-on-Demand Systems", (with J.L. Wolf and H. Shachnai), ACM/Springer-Verlag Multimedia Systems Journal, Vol. 5, No. 6, Dec. 1997, pp. 358-370.

119. "Using a Hash-based Method with Transaction Trimming for Mining Association Rules", (with J.S. Park and M-S. Chen), IEEE Trans. Knowledge and Data Eng., Vol. 9, No. 5, Sept. 1997, pp. 813-825.

120. "Parallel Execution of Hash Joins in Parallel Databases", (with H.-I. Hsiao, and M-S. Chen), IEEE Trans. Parallel and Distributed Systems, Vol. 8, No. 8, Aug. 1997, pp. 872-883.

121. "Recovery Analysis of Data Sharing Systems under Deferred Dirty Page Propagation Policies", (with A. Dan, and A. Jhingran), IEEE Trans. Parallel and Distributed Systems, Vol. 8, No. 7, July 1997, pp. 695-711.

122. "Optimal Design of Multiple Hash Tables for Concurrency Control", (with M-S. Chen), IEEE Trans. Knowledge and Data Eng., Vol. 9, No. 3, May 1997, pp. 384-390.

123. "On Applying Hash Filters to Improving the Execution of Multi-join Queries", (with M-S. Chen and H-I. Hsiao), VLDB Journal, Vol. 6, No. 2, May 1997, pp. 121-131.

124. "Cluster Architectures and S/390 Parallel Sysplex Scalability", (with G. King and D.M. Dias), IBM System Journals, Vol. 36, No. 2, 1997, pp. 221-241.

125. "Divergence Control Algorithms for Epsilon Serializabilities", (with K-L. Wu, and C. Pu), IEEE Trans. Knowledge and Data Eng., Vol. 9, No. 2, March 1997, pp. 262-274.

126. "Data Mining: An Overview from Database Perspective", (with M-S. Chen and J. Han), IEEE Trans. Knowledge and Data Eng., Vol. 8, No. 6, Dec. 1996, pp. 866-883.

127. "Performance Analysis of Dynamic Finite Versioning Schemes: Storage Cost vs. Obsolescence", (with K-L. Wu, A. Merchant and M-S. Chen), IEEE Trans. Knowledge and Data Eng., Vol. 8, No. 6, Dec. 1996, pp. 985-1001.

128. "Optimization of Parallel Execution for Multi-Join Queries", (with M-S. Chen and K-L. Wu), IEEE Trans. Knowledge and Data Eng., Vol. 8, No. 3, June 1996, pp. 416-428.

129. "Using Content-based Search to Download Digital Video into A Client Station", (with M-S. Chen and C-S. Li), Real Time Imaging, (Special issue on Distributed Multimedia Systems and Applications), 1996.

130. "On General Results for Optimal All-to-All Broadcast", (with M-S. Chen and J-C. Chen), IEEE Trans. Parallel and Distributed Systems, Vol. 7, No. 4, April 1996, pp. 363-370.

131. "On Coupling Multiple Systems with a Global Buffer", (with M-S. Chen, and T-H. Yang), IEEE Trans. Knowledge and Data Eng., Vol. 8, No. 2, April 1996, pp. 339-344.

132. "Analytic Modeling of Clustered RAID with Mapping Based on Nearly Random Permutation", (with A. Merchant), IEEE Trans. Computers, Vol. 45, No. 3, March 1996, pp. 367-373.

133. "Efficient LRU-Based Buffering in A LAN Remote Caching Architecture", (with A. Leff and J.L. Wolf), IEEE Trans. Parallel and Distributed Systems, Vol. 7, No. 2, Feb. 1996, pp. 191-206.

134. "Design and Analysis of A Look-Ahead Scheduling Scheme to Support Pause-Resume for Video-on-Demand Applications", (with J.L. Wolf and H. Shachnai), ACM/Springer-Verlag Multimedia Systems Journal, Vol. 3, No. 4, Sept. 1995, pp. 137-149.

135. "Applying Segmented Right-Deep Trees to Pipelining Multiple Hash Joins", (with M-S. Chen, M. Lo and H. Young), IEEE Trans. Knowledge and Data Eng, Vol. 7, No. 4, Aug. 1995, pp. 656-668.

136. "Storage and Retrieval Methods to Support Fully Interactive Playout in a Disk-Array-Based Video Server", (with M-S. Chen and D.D. Kandlur), ACM/Springer-Verlag Multimedia Systems Journal, Vol. 3, 1995, pp. 126-135.

137. "A Hierarchical Approach to Parallel Multi-Query Scheduling", (with J.L. Wolf, J.J. Turek and M-S. Chen), IEEE Trans. Parallel and Distributed Systems, Vol. 6, No. 6, June 1995, pp. 578-590.

138. "Analytic Modeling and Comparisons of Striping Strategies for Replicated Disk Arrays", (with A. Merchant), IEEE Trans. Computers, Vol. 44, No. 3, March 1995, pp. 419-433.

139. "Characterization of Database Access Pattern for Analytic Prediction of Buffer Hit Probability", (with A. Dan and J.Y. Chung), VLDB Journal, Vol. 4, No. 1, 1995, pp. 127-154.

140. "Divergence Control for Distributed Database Systems", (with C. Pu, W. Hseush, G. Kaiser, and K.L. Wu), Distributed and Parallel Database Systems, Vol. 3, No. 1, Jan. 1995, pp. 85-109.

141. "A Performance Study of Robust Distributed Load Sharing Strategies", (with A. Leff), IEEE Trans. Parallel and Distributed Systems, Vol. 5, No. 12, Dec. 1994, pp. 1286-1301.

142. "Optimal NODUP All-to-All Broadcasting Schemes in Distributed Computing Systems", (with M-S. Chen and K.L. Wu), IEEE Trans. Parallel and Distributed Systems, Vol. 5, No. 12, Dec. 1994, pp. 1275-1285.

143. "New Algorithms for Parallelizing Relational Database Joins in the Presence of Data Skew", (with J.L. Wolf, D.M. Dias and J.J. Turek), IEEE Trans. Knowledge and Data Eng., Vol. 6, No. 6, Dec. 1994, pp. 990-997.

144. "Performance Modelling and Comparisons of Global Shared Buffer Management Policies in A Cluster Environment", (with A. Dan and D.M. Dias), IEEE Trans. Computers, Vol. 43, No. 11, Nov. 1994, pp. 1281-1297.

145. "Performance Analysis of Affinity Clustering on Transaction Processing Coupling Architectures", (with A. Dan), IEEE Trans. Knowledge and Data Eng, Vol. 6, No. 5, Oct. 1994, pp. 764-786.

146. "An Analytical Model of Reconstruction Time in Mirrored Disks", (with A. Merchant), Performance Evaluation, Vol. 20, No. 1-3, May 1994, pp. 115-129.

147. "Buffer Analysis for a Data Sharing Environment with Skewed Data Access", (with A. Dan and D.M. Dias), IEEE Trans. Knowledge and Data Eng, Vol. 6, No. 2, April 1994, pp. 331-337.

148. "A Graph Theoretical Approach to Determine a Join Reducer Sequence in Distributed Query Processing", (with M-S. Chen), IEEE Trans. Knowledge and Data Eng, Vol. 6, No. 1, Feb. 1994, pp. 152-165.

149. "Performance Evaluation of Transaction Processing Coupling Architectures for Handling System Dynamics", (with A. Dan), IEEE Trans. Parallel and Distributed Systems, Vol. 5, No. 2, Feb. 1994, pp. 139-153.

150. "On Real-time Databases: Concurrency Control and Scheduling", (with K.L. Wu, K.J. Lin and S. Son), Proceedings of the IEEE, Vol. 82, No. 1, Jan. 1994, pp. 140-157.

151. "A Parallel Hash Join Algorithm for Managing Data Skew", (with J.L. Wolf, J.J. Turek and D.M. Dias), IEEE Trans. Parallel and Distributed Systems, Vol. 4, No. 12, Dec. 1993, pp. 1355-1371.

152. "Replication Algorithms in a Remote Caching Architecture", (with A. Leff and J.L. Wolf), IEEE Trans. Parallel and Distributed Systems, Vol. 4, No. 11, Nov. 1993, pp. 1185-1204.

153. "Grouped Sweeping Scheduling (GSS) Schemes for DASD based Multimedia Storage Management", (with M-S. Chen and D.D. Kandlur), ACM/Springer-Verlag Multimedia Systems Journal, Vol. 1, No. 3, 1993, pp. 99-109.

154. "Performance Analysis of Concurrency Control Using Locking with Deferred Blocking", (with D.M. Dias), IEEE Trans. Software Eng., Vol. 19, No. 10, Oct. 1993, pp. 982-996.

155. "On the Analytical Modeling of Database Concurrency Control", (with D.M. Dias and S.S. Lavenberg), Journal of ACM, Vol. 40, No. 4, Sept. 1993, pp. 831-872.

156. "Combining Join and Semi-Join Operations for Distributed Query Processing", (with M-S. Chen), IEEE Trans. Knowledge and Data Eng., Vol. 5, No. 3, June 1993, pp. 534-542.

157. "Performance Comparison of Dynamic Policies for Remote Caching", (with C. Pu, D. Florissi, P. Soares and K.-L. Wu), Concurrency: Practice and Experience, Vol. 5, No. 4, June 1993, pp. 239-256.

158. "Performance Analysis of Buffer Coherency Policies in a Multi-system Data Sharing Environment", (with A. Dan), IEEE Trans. Parallel and Distributed Systems, Vol. 4, No. 3, March 1993, pp. 289-305.

159. "A Parallel Sort Merge Join Algorithm for Managing Data Skew", (with J.L. Wolf and D.M. Dias), IEEE Trans. Parallel and Distributed Systems, Vol. 4, No. 1, Jan. 1993, pp. 70-86.

160. "Buffer Management Based on Return on Consumption in a Multi-query Environment", (with D. Cornell), VLDB Journal, Vol. 2, No. 1, Jan. 1993, pp. 1-37.

161. "Performance Issues in Object Replication for a Remote Caching Architecture", (with A. Leff and J.L. Wolf), Computer Systems Science and Engineering, Vol. 8, No. 1, Jan. 1993, pp. 40-51.

162. "Analysis of Concurrency-Coherency Control Protocols for Distributed Transaction Processing Systems with Regional Locality", (with B. Ciciani and D.M. Dias), IEEE Trans. Software Eng., Vol. 18, No. 10, Oct. 1992, pp. 899-914.

163. "Interleaving A Join Sequence with Semijoins in Distributed Query Processing", (with M-S. Chen), IEEE Trans. Parallel and Distributed Systems, Vol. 3, No. 5, Sept. 1992, pp. 611-622.

164. "On Workload Characterization of Relational Database Environments", (with M-S. Chen, H. Heiss and S. Lee), IEEE Trans. Software Eng., Vol. 18, No. 4, April 1992, pp. 347-355.

165. "Analysis of Hybrid Concurrency Control Schemes for a High Data Contention Environment", (with D.M. Dias), IEEE Trans. Software Eng., Vol. 18, No. 2, Feb. 1992, pp. 118-129.

166. "Adaptive Access Path Selection for Relational Database Systems", (with Y.H. Lee), Computer Systems Science and Engineering, Vol. 7, No. 1, Jan. 1992, pp. 52-61.

167. "Dynamic and static Load sharing in Hybrid Distributed-Centralized Systems", (with Ciciani and D.M. Dias), Computer Systems Science and Engineering, Vol. 7, No. 1, Jan. 1992, pp. 25-41.

168. "Modelling and Analysis of A Time-Stamp History Based Certification Protocol for Concurrency Control", (with H. Heiss and D.M. Dias), IEEE Trans. Knowledge and Data Eng., Vol. 3, No. 4, Dec. 1991, pp. 525-537.

169. "On Robust Transaction Routing and Load Sharing", (with A. Leff and Y.H. Lee), ACM Trans. Database Systems, Vol. 16, No. 3, Sept. 1991, pp. 476-512.

170. "An Adaptive Strategy for Load Sharing in Distributed Database Environments with Information Lags", (with A. Leff), Journal of Parallel and Distributed Computing, Vol. 13, No. 1, Sept. 1991, pp. 91-103.

171. "Trade-offs between Centralized and Geographically Distributed Transaction Processing Systems", (with D.M. Dias and B.T. Bennett), Computer Systems Science and Engineering, Vol. 6, No. 1, Jan. 1991, pp. 45-53.

172. "Effectiveness of Parallel Joins", (with M.S. Lakshmi), IEEE Trans. Knowledge and Data Eng., Vol. 2, No. 4, Dec. 1990, pp. 410-424.

173. "Integrated Approach to Buffer Management and Query Optimization", (with D.W. Cornell), Computer Systems Science and Engineering, Vol. 5, No. 4, Oct. 1990, pp. 243-251.

174. "A Hybrid Distributed Centralized Structure for Transaction Processing", (with B. Ciciani, D.M. Dias and B.R. Iyer), IEEE Trans. Software Eng., Vol. 16, No. 8, Aug. 1990, pp. 791-806.

175. "Analysis of Replication in Distributed Database Systems", (with B. Ciciani and D.M. Dias), IEEE Trans. Knowledge and Data Eng., Vol. 2, No. 2, June 1990, pp. 247-261.

176. "Effectiveness of Parallel Processing in Database Systems", (with M.S. Lakshmi), Computer Systems Science and Engineering, Vol. 5, No. 2, April 1990, pp. 73-81.

177. "An Effective Approach to Vertical Partitioning for Physical Design of Relational Databases", (with D.W. Cornell), IEEE Trans. Software Eng., Vo. 16, No. 2, Feb. 1990, pp. 248-258.

178. "Performance Comparison of IO Shipping and Database Call Shipping: Schemes in Multisystem Partitioned Databases", (with D.W. Cornell, D.M. Dias and A. Thomasian), Performance Evaluation, Vol. 10, No. 1, Oct. 1989, pp. 15-33.

179. "Impact of Skew on Access Path Selection in Relational Database Systems", (with M.S. Lakshmi), Computer Systems Science and Engineering, Vol. 4, No. 4, Oct. 1989, pp. 195-204.

180. "On Optimal Site Assignment for Relations in the Distributed Database Environment", (with D.W. Cornell), IEEE Trans. Software Eng., Vol. 15, No. 8, 1989, pp. 1004-1009.

181. "Multi-system Coupling by a Combination of Data Sharing and Data Partitioning", (with J.L. Wolf, D.M. Dias and B.R. Iyer), IEEE Trans. Software Eng., Vol. 15, No. 7, 1989, pp. 854-860.

182. "Integrated Concurrency-Coherency Controls for Multi-system Data Sharing", (with D.M. Dias, B.R. Iyer and J.T. Robinson), IEEE Trans. Software Eng., Vol. 15, No. 4, 1989, pp. 437-448.

183. "Robust Transaction Routing Schemes in Distributed Database Systems", (with Y.H. Lee and A. Leff), IEEE Data Engineering, Vol. 12, No. 1, March 1989, pp. 51-57.

184. "Performability Comparison of Configurable Duplex Systems", (with B.R. Iyer and D.M. Dias), Computer Systems Science and Engineering, Vol. 3, No. 4, 1988, pp. 201-215.

185. "Dynamic Transaction Routing in Distributed Database Systems", (with S. Balsamo and Y.H. Lee), IEEE Trans. Software Eng., Vol. 14, No. 9, 1988, pp. 1307-1318.

186. "Trade-offs Between Coupling Small and Large Processors for Transaction Processing", (with D.M. Dias and B.R. Iyer), IEEE Trans. Computers, Vol. 37, No. 3, 1988, pp. 310-320.

187. "Optimal Design and Sequential Analysis of VLSI Testing Strategy", (with C.M. Krishna and Y.H. Lee), IEEE Trans. Computers, Vol. 37, No. 3, 1988, pp. 339-347.

188. "Progressive Transaction Recovery in Distributed DB/DC Systems", (with Y.H. Lee and B.R. Iyer), IEEE Trans. Computers, Vol. 36, No. 8, 1987, pp. 976-987.

189. "Analysis of Affinity Based Routing in Multi-system Data Sharing", (with D.W. Cornell, D.M. Dias and B.R. Iyer), Performance Evaluation, Vol. 7, No. 2, 1987, pp. 87-109.

190. "On Coupling Multi-systems Through Data Sharing", (with D.M. Dias, J.T. Robinson, B.R. Iyer and D.W. Cornell), Proceedings of the IEEE, Vol. 75, No. 5, 1987, pp. 573-587.

191. "Analysis of Fault Tolerant Multi-processor Architectures for Lock Engine Design", (with B.R. Iyer and L. Donatiello), Computer Systems Science and Engineering, Vol. 2, No. 2, April 1987, pp. 59-75.

192. "On Multisystem Coupling Through Function Request Shipping", (with D.W. Cornell and D.M. Dias), IEEE Trans. Software Eng., Vol. 12, No. 10, 1986, pp. 1006-1017.

193. "An Approximation Technique for Central Server Queueing Models with a Priority Dispatching rule", (with W.M. Chow), Performance Evaluation, Vol. 2, Feb. 1983, pp. 55-62.

194. "A Hybrid ARQ Scheme with Parity Retransmission for Error Control of Satellite Channels", (with S. Lin), IEEE Trans. Comm., Vol. COM-30, No. 7, July 1982, pp. 1701-1719.

195. "An Efficient Selective-Repeat ARQ Scheme for Satellite Channels and Its Throughput Analysis", (with S. Lin), IEEE Trans. Comm., Vol. COM-29, No. 3, March 1981, pp. 353-363.

196. "An Effective Error Control Scheme for Satellite Communications", (with S. Lin), IEEE Trans. Comm., Vol. COM-28, No. 3, March 1980, pp. 395-401.

Books or Proceedings

1. "Link Mining: Models, Algorithms and Applications", (Co-Editor with J. Han, and C. Faloutsos), (Advances in Database Systems), Springer, 2010.

2. "Privacy-Preserving Data Publishing: Concepts and Techniques", (with B. Fung, A. Fu, and K. Wang), (Advances in Database Systems), Chapman & Hall, 2010.

3. "Relational Data Clustering: Models, Algorithms, and Applications", (with B. Long, Z. Zhang), (Advances in Database Systems), Chapman & Hall, 2010.

4. "Agents and Data Mining Interaction", (Co-Editor with L. Cao, A.E. Gorodetsky, J. Liu, and G. Weiss), Lecture Notes in Artificial Intelligence LNAI 5680, Springer, 2009. (4th Intl. workshop on Agents and Data Mining Interaction, ADMI 2009, Budapest, Hungary, May 10-15, 2009. Revised Papers.)

5. "Machine Learning in Cyber Trust: Security, Privacy, and Reliability", (Co-Editor with J. Tsai), Springer, 2009.

6. "Next Generation of Data Mining", (Co-Editor with H. Kargupta, J. Han, and R. Motwani), Chapman & Hall, 2009.

7. "Data Mining for Business Applications", (Co-Editor with L. Cao, C. Zhang, and H. Zhang), Springer, 2008.

8. "Privacy-Preserving Data Mining: Models and Algorithms", (Advances in Database Systems), (Co-Editor with C. Aggarwal), Springer, 2008.

9. "Advances in Web Mining and Web Usage Analysis", (Co-Editor with O. Nasraoui, O. Zaiane, M. Spiliopoulou, B. Mobasher, and B. Masand), Lecture Notes in Computer Science LNCS 4198, Springer, 2006. (7th Intl. Workshop on Knowledge Discovery on the Web, WebKDD 2005, Chicago, IL, USA, Aug. 21, 2005. Revised Papers.)

10. "Proc. of the 9th ACM SIMOD Workshop on Research Issues in Data Mining and Knowledge Discovery", (Co-Editor with G. Das and B. Liu), DMKD 2004, Paris, France, June 2004.

11. "Advances in Knowledge Discovery and Data Mining", (Co-Editor with M-S. Chen and B. Liu), Proc. of 6th Pacific-Asia Conference, (PAKDD 2002, Taipei, Taiwan, May 2002), Lecture Notes in Computer Science 2336, Springer 2002.

12. "Proc. of the 11th Intl. Conf. on Data Engineering", (Co-Editor with A.L.P. Chen), IEEE Computer Society Press, 1995.

13. "Proc. of the 2nd Intl. Workshop on Research Issues on Data Engineering: Transaction and Query Processing", (Editor), IEEE Computer Society press, 1992.

Book Chapters

1. "Privacy Preservation on Time Series", (with S. Papadimitriou, F. Li, and G. Kollios), in Privacy-Aware Knowledge Discovery, ed. by F. Bonchi, and E. Ferrari, CRC Press, pp. 241 - 263, 2011.

2. "Mining Concept-Drifting Data Streams", (with H. Wang, and J. Han), in Data Mining and Knowledge Discovery Handbook, ed. by O. Maimon and L. Rokach, Springer, pp. 789 - 802, 2010.

3. "Machine Learning Approaches to Link-based Clustering", (with Z. Zhang, B. Long, Z. Guo, and T. Xu), in Link Mining: Models, Algorithms, and Applications, ed. by P.S. Yu, J. Han, and C. Faloutsos, Springer, pp. 3-44, 2010.

4. "Scalable Link-based Similarity Computation and Clustering", (with X. Yin, and J. Han), in Link Mining: Models, Algorithms, and Applications, ed. by P.S. Yu, J. Han, and C. Faloutsos, Springer, pp. 45-71, 2010.

5. "Community Evolution and Change Point Detection in Time –Evolving Graphs", (with J. Sun, S. Papadimitriou, and C. Faloutsos), in Link Mining: Models, Algorithms, and Applications, ed. by P.S. Yu, J. Han, and C. Faloutsos, Springer, pp. 73-104, 2010.

6. "Time Sensitive Ranking with Application to Publication Search", (with X. Li and Bing Liu), in Link Mining: Models, Algorithms, and Applications, ed. by P.S. Yu, J. Han, and C. Faloutsos, Springer, pp. 187-209, 2010.

7. "Proximity Tracking on Dynamic Bipartie Graphs: Problem Definitions and Fast Solutions", (with H. Tong, S. Papadimitriou, and C. Faloutsos), in Link Mining: Models, Algorithms, and Applications, ed. by P.S. Yu, J. Han, and C. Faloutsos, Springer, pp. 211-236, 2010.

8. "Veracity Analysis and Object Distinction", (with X. Yin and J. Han), in Link Mining: Models, Algorithms, and Applications, ed. by P.S. Yu, J. Han, and C. Faloutsos, Springer, pp. 283-304, 2010.

9. "InfoNetOLAP: OLAP and Mining of Information Networks", (with C. Chen, F. Zhu, X. Yan, J. Han and R. Ramakrishnan), in Link Mining: Models, Algorithms, and Applications, ed. by P.S. Yu, J. Han, and C. Faloutsos, Springer, pp. 411-438, 2010.

10. "Page Rank", (with B. Liu), in The Top Ten Algorithms in Data Mining, ed. by X. Wu and V. Kumar, Chapman & Hall, pp. 117 - 126, 2008.

11. "On Mining Maximal Pattern-based Clusters", (with J. Pei, X. Zhang, M. Cho, and H. Wang), in Data Mining for Business Applications, ed. by L. Cao, P.S. Yu, C. Zhang, and H. Zhang, Springer, pp. 31-52, 2008.

12. "On Supervised Clustering for Creating Categorization Segmentations", (with C. Aggarwal and S.C. Gates), in Constrained Clustering: Advances in Algorithms, Theory, and Applications, ed. by S. Basu, I. Davidson, and K. Wagstaff, Chapman & Hall, pp. 149-170, 2008.

13. "Approximate Frequent Itemset Mining in the Presence of Random Noise", (with H. Cheng, and J. Han), in Soft Computing for Knowledge Discovery and Data Mining, ed. by O. Maimon, & L. Rokach, Springer, pp. 363-389, 2008.

14. "An Introduction to Privacy-Preserving Data Mining", (with C. Aggarwal), in Privacy-Preserving Data Mining: Models and Algorithms, ed. by C. Aggarwal & P.S. Yu, Springer, pp. 1-10, 2008.

15. "A General Survey of Privacy-Preserving Data Mining Models and Algorithms", (with C. Aggarwal), in Privacy-Preserving Data Mining: Models and Algorithms, ed. by C. Aggarwal & P.S. Yu, Springer, pp. 11-52, 2008.

16. "A Survey of Randomization Methods for Privacy-Preserving Data Mining", (with C. Aggarwal), in Privacy-Preserving Data Mining: Models and Algorithms, ed. by C. Aggarwal & P.S. Yu, Springer, pp. 137-156, 2008.

17. "Privacy-Preserving Data Mining: A Survey", (with C. Aggarwal), in Handbook on Database Security, ed. by M. Gertz and S. Jajodia, Springer, 2007, pp. 431-460.

18. "Tensor Analysis on Multi-aspect Streams", (with J. Sun, and S. Papadimitriou), in Learning from Data Streams: Processing Techniques in Sensor Networks, ed. by J. Gama & M.M. Gaber, Springer, 2007.

19. "A Survey of Synopsis Construction", (with C. Aggarwal), in Data Streams Models and Algorithms, ed. by C. Aggarwal, Springer, pp. 169-207, 2006.

20. "On Clustering Massive Data Streams: A summarization Paradigm", (with C. Aggarwal), in Data Streams Models and Algorithms, ed. by C. Aggarwal, Springer, pp. 9-38, 2006.

21. "On Clustering Techniques for Change Diagnosis in Data Streams", (with C. Aggarwal), in Advances in Web Mining and Web Usage Analysis. (Lecture Notes in Computer Science LNCS 4198), ed. by O. Nasraoui, O. Zaiane, M. Spiliopoulou, B. Mobasher, B. Masand, and P.S. Yu, Springer, pp. 139-157, 2006. (7th Intl. workshop on knowledge Discovery on the Web, WebKDD 2005, Chicago, IL, USA, Aug. 21, 2005. Revised Papers.)

22. "On-Demand Index for Efficient Structural Joins", (with K.L. Wu, and S.K. Chen), in Advances in Web-Age Information Management: (Lecture Notes in Computer Science LNCS 4016), ed. by J.X. Yu, M. Kitsuregawa, H.V. Leong, Springer, pp. 1-12, 2006. (7th International Conference, WAIM 2006, Hong Kong, China, June 17-19, 2006. Proceedings.)

23. "CrossMine: Efficient Classification Across Multiple Database Relations", (with X. Yin, J. Han, and J. Yang), in Constraint-based Mining and Inductive Databases (Lecture Notes in Computer Science LNCS 3848), ed. by J.-F. Boulicaut, L. Raedt, and H. Mannila, Springer, pp. 172-195, 2006. (European Workshop on Inductive Databases and Constraint based Mining, Hinterzarten, Germany, March 2004, revised selected papers.)

24. "Adaptive Load Diffusion for Stream Joins", (with X. Gu), in Middleware 2005: ACM/IFIP/USENIX Intl. Middleware Conf., (Lecture Notes in Computer Science LNCS 3790), ed. by G. Alonso, Springer, pp. 411-420, 2005.

25. "Clustering via Decision Tree Construction", (with B. Liu, and Y. Xia), in Foundations and Advances in Data Mining, (Studies in Fuzziness and Soft Computing, vol. 180), ed. by W. Chu, and T.Y. Lin, Springer, 2005.

26. "Mining Data Streams", (with H. Wang, and J. Han), in The Data Mining and Knowledge Discovery Handbook 2005, ed. by O. Maimon, and L. Rokach, Springer, 2005.

27. "Distributed Architectures for Web Content Adaptation and Delivery", (with M. Colajanni, and R. Lancellotti), in Web Content Delivery, ed. by X. Tang, J. Xu, and S. Chanson,, Springer, 2005.

28. "A Fully Distributed Frame Work for Cost-Sensitive Data Mining", (with W. Fan and H. Wang), in New Generation of Data Mining Applications, ed. by M.M. Kantardzic and J. Zurada, IEEE press, 2005.

29. "Sales Opportunity Miner: Data Mining for Automatic Evaluation of Sales Opportunity", (with with J. Vayghan, J. Srivastava, S. Mane, and G. Adomavicius), in New Generation of Data Mining Applications, ed. by M.M. Kantardzic and J. Zurada, IEEE press, 2005.

30. "Monitoring Continual Range Queries", (with K.L. Wu, and S.K. Chen), in Advanced Web Technologies and Applications, (Lecture Notes in Computer Science LNCS 3007), ed. by J.X. Yu, X. Lin, H. Lu, Y. Zhang, Springer, pp. 1-12, 2004. (Proc. 6th Asia Pacific Web Conference, Hangzhou, China, April 2004.)

31. "A Condensation Approach for Privacy Preserving Data Mining", (with C. Aggarwal), in Advances in Database Technology- EDBT 2004, (Lecture Notes in Computer Science LNCS 2992), ed. by E. Bertino, S. Christodoulakis, D. Plexousakis, V. Christophides, M. Koubarakis, K. Bohm, and E. Ferrari, Springer, pp. 183-199, 2004. (Proc. 9th Intl. Conf. on Extending Database Technology, Heraklion-Crete, Greece, March 2004.)

32. "Mining Extremely Skewed Trading Anomalies", (with W. Fan, and H. Wang), in Advances in Database Technology- EDBT 2004, (Lecture Notes in Computer Science LNCS 2992), ed. by E. Bertino, S. Christodoulakis, D. Plexousakis, V. Christophides, M. Koubarakis, K. Bohm, and E. Ferrari, Springer, pp. 801-810, 2004. (Proc. 9th Intl. Conf. on Extending Database Technology, Heraklion-Crete, Greece, March 2004.)

33. "Mining Frequent Patterns in Data Streams at Multiple Time Granularities", (with C. Giannella, J. Han, J. Pei, and X. Yan), in Advances towards Next Generation Data Mining, ed. by H. Kargupta, 2003.

34. "Discovery Business Intelligence Information by Comparing Company Web Sites", (with B. Liu and Y. Ma), in Web Intelligence, ed. by N. Zhong, J. Liu and Y. Yao, Springer, 2003.

35. "On Optimal Piggyback Merging Policies for Video-on-Demand Systems", (with C. Aggarwal and J.L. Wolf), in New Readings in Multimedia Computing and Networking, ed. by K. Jeffay, and HongJiang Zhang, Morgan Kaufmann, 2001.

36. "On Text Mining Techniques for Personalization", (with C. Aggarwal), in New Directions in Rough Sets, Data Mining, and Granular-Soft Computing, (Lecture Notes in Artificial Intelligence 1711), ed. by A. Skowron and N. Zhong, Springer, 1999, pp. 12-18.

37. "Impact of Workload Models in Evaluating the Performance of Distributed Web-server Systems", (with V. Cardellini, and M. Colajanni), System Performance Evaluation: Methodologies and Applications, ed. by E. Gelenbe, CRC press, 2000, pp. 397-417.

38. "Data Mining Techniques for Associations, Clustering and Classification", (with C. Aggarwal),in Methodologies for Knowledge Discovery and Data Mining, (Lecture Notes in Artificial Intelligence 1574), ed. by N. Zhong and L. Zhou,Springer Verlag, 1999, pp. 13-23. (Proc. 3rd Pacific-Asia Conference on Knowledge Discovery and Data Mining, Beijing, China, April, 1999.)

39. "A Framework for the Optimization of WWW Advertising", (with C. Aggarwal, and J.L. Wolf), in Trends in Distributed Systems for Electronic Commerce, (Lecture Notes in Computer Science 1402), ed. by W. Lamersdorf and M. Merz, Springer Verlag, 1998, pp. 1-10. (Intl. IFIP Working Conference on Electronic Commerce 98, Hamberg, Germany, June 1998.)

40. "Analytic Modeling and Comparisons of Buffer Coherency and Dirty Page Propagation Policies under Different Recovery Complexities", (with A. Dan), in Recovery Mechanisms in Database Management Systems, ed. by V. Kumar and M. Hsu, Prentice Hall, 1998, pp. 295-334.

41. "Recovery Analysis of Data Sharing Systems under Deferred Dirty Page Propagation Policies", (with A. Dan and A. Jhingran), in Recovery Mechanisms in Database Management Systems, ed. by V. Kumar and M. Hsu, Prentice Hall, 1998, pp. 335-369.

42. "The S-Tree: An Efficient Index for Multidimensional Objects", (C. Aggarwal, J.L. Wolf and M. Epelman), in Advances in Spatial Databases, (Lecture Notes in Computer Science 1262), ed. by M. Scholl, A. Voisard, Springer Verlag, 1997, pp. 350-373. (Proc. 5th Intl. Symposium on Spatial Databases, Berlin, Germany, July 1997.)

43. "Scheduling Issues In Video-on-Demand Systems", (with J.L. Wolf and H. Shachnai), in Multimedia Information Storage and Management, ed. by S. Chung, Kluwer Academic, 1996, pp. 183-207.

44. "Modeling and Analysis of Concurrency Control Schemes", in Performance of Concurrency Control Mechanisms in Centralized Database Management Systems, Chapter 6, ed. by V. Kumar, Prentice Hall, 1995, pp. 106-147.

45. "Video Data Retrieval in Parallel Disk Arrays", (with M-S. Chen), in Defining the Global Information Infrastructure: Infrastructure, Systems, and Services, Vol. CR56, ed. by S.F. Lundstrom, SPIE Press, Nov. 1994, pp. 343-354. (Proc. SPIE Intl. Symposium on Photonics for Industrial Applications, Boston, MA, Nov. 1994.)

46. "Parallel Query Processing", (with M-S. Chen, J.L. Wolf and J. Turek), in Advanced Database Systems, (Lecture Notes in Computer Science 759), Chapter 12, ed. by N.R. Adam and B. Bhargava, Springer Verlag, 1993, pp. 229-258.

47. "Modeling and Analysis of Transaction Processing Systems", in Performance Evaluation of Computer and Communications Systems, (Lecture Notes in Computer Science 729), ed. by L. Donatiello and R. Nelson, Springer Verlag, 1993, pp. 651-675.

48. "Design and Analysis of A Grouped Sweeping Scheme for Multimedia Storage Management", (with M.S. Chen and D. Kandlur), in Network and Operating System Support for Digital Audio and Video, (Lecture Notes in Computer Science 712), ed. by P.V. Rangan, Springer Verlag, 1993, pp. 44-55. (Proc. 3rd Intl. Workshop on Network and Operating System Support for Digital Audio and Video, San Diego, CA, Nov. 1992.)

49. "On Hybrid Distributed-Centralized Database Systems", (with B. Ciciani, D.M. Dias and B.R. Iyer), in Distributed Processing, ed. by M. Barton, E. Dagless and G. Reijns, North-Holland, 1988, pp. 523-535. (Proc. IFIP Conference on Distributed Processing, Amsterdam, NL, Oct. 1987.)

50. "An Adaptive Optimization Model with Applications to Testing", (with C.M. Krishna and Y.H. Lee), in Computer Performance and Reliability, ed. by G. Iazeolla, P.J. Courtois, and O.J. Boxma, North Holland, 1988, pp. 503-515. (Proc. 2nd Intl. Workshop on Applied Mathematics and performance/Reliability Models of Computer/Communication Systems, Rome, Italy, May 1987.)

51. "Reliability and Performance Analysis of a Ringnet", (with K.S. Trivedi and W.E. Smith), in Local Communication Systems: LAN and PBX, ed. by J.P. Cabanel, G. Pujolle , and A. Danthine, North-Holland, 1987, pp. 111-123. (Proc. of Intl. Symposium on Local Communication Systems: LAN and PBX, Toulouse, France, Nov. 1986.)

52. "Hybrid Go-Back-N ARQ with Extended Code Blocks for Error Control of Satellite Communications", (with D.T. Tang), in Computer Networking and Performance Evaluation, ed. by T. Hasegawa, H. Takagi, and Y. Takahashi, North Holland, 1986, pp. 341-350. (Proc. of the Intl. Seminar on Computer Networking and Performance Evaluation, Tokyo, Japan, Sept. 1985.)

Conference Papers

1. "On Text Clustering with Side Information", (with C. Aggarwal, and Y. Zhao), Proc. IEEE Intl. Conf. on Data Engineering, Washington, D.C., April 2012.

2. "Attribute-Based Subsequence Matching and Mining", (with Y. Peng, R. Wong, and L. Ye), Proc. IEEE Intl. Conf. on Data Engineering, Washington, D.C., April 2012.

3. "Positive and Unlabeled Learning for Graph Classification", (with Y. Zhao, and X. Kong), Proc. IEEE Intl. Conf. on Data Mining, Vancouver, Canada, Dec. 2011.

4. "Efficient Mining of a Concise and Lossless Representation of High Utility Itemsets", (with C. Wu, P. Fournier-Viger, and V. Tseng), Proc. IEEE Intl. Conf. on Data Mining, Vancouver, Canada, Dec. 2011.

5. "ADANA: Actively Disambiguating Person Names with User Interaction", (with X. Wang, J. Tang, and H. Cheng), Proc. IEEE Intl. Conf. on Data Mining, Vancouver, Canada, Dec. 2011.

6. "Identities Anonymization in Dynamic Social Networks", (with C. Tai, P. Tseng, and M.S. Chen), Proc. IEEE Intl. Conf. on Data Mining, Vancouver, Canada, Dec. 2011.

7. "On the Hardness of Graph Anonymization", (with C. Aggarwal, and Y. Li), Proc. IEEE Intl. Conf. on Data Mining, Vancouver, Canada, Dec. 2011.

8. "Review Graph based Online Store Review Spammer Detection", (with G. Wang, and S. Xie, and B. Liu), Proc. IEEE Intl. Conf. on Data Mining, Vancouver, Canada, Dec. 2011.

9. "Collective Prediction with Latent Graphs", (with X. Shi, and Y. Li), Proc. ACM CIKM Conference, Glasgow, UK, Oct. 2011.

10. "CP-Index: On The Efficient Indexing of Large Graphs", (with X. Yan), Proc. ACM CIKM Conference, Glasgow, UK, Oct. 2011.

11. "Pattern Change Discovery between High Dimensional data sets", (with Y. Xu, Z. Zhang, and B. Long), Proc. ACM CIKM Conference, Glasgow, UK, Oct. 2011.

12. "Multi-label Ensemble Learning", (with C. Shi, X. Kong, and B. Wang), Proc. ECML/PKDD Conference, Athens, Greece, Sept. 2011.

13. "Mining Top-K Large Structural Patterns in a Massive Network", (with F. Zhu, Q. Qu, D. Lo, X. Yan, and J. Han), PVLDB, Vol. 4, Sept. 2011, (Proc. VLDB Conference, Seattle, WA, Sept. 2011).

14. "PathSim: Meta Path-Based Top-K Similarity Search in Heterogeneous Information Networks", (with Y. Sun, J. Han, X. Yan, and T. Wu), PVLDB, Vol. 4, Sept. 2010, (Proc. VLDB Conference, Seattle, WA, Sept. 2011).

15. "InfoNetOLAPer: Integrating InfoNetWarehouse and InfoNetCube with InfoNetOLAP", (with C. Li, L. Zhao, Y. Xie, and W. Lin), PVLDB, Vol. 4, Sept. 2010, (Proc. VLDB Conference, Seattle, WA, Sept. 2011).

16. "Personalized Privacy Protection in Social Networks", (with M. Yuan, and L. Chen), PVLDB, Vol. 4, No. 2, Nov. 2010, (Proc. VLDB Conference, Seattle, WA, Sept. 2011), pp. 141-150.

17. "Privacy-Preserving Social Network Publication against Friendship Attacks", (with C. Tai, D. Yang, and M.S. Chen), Proc. ACM KDD Conference, San Diego, CA, Aug. 2011.

18. "Differentially Private Data Release for Data Mining", (with, N. Mohammed, R. Chen, B. Fung, and M. Debbabi), Proc. ACM KDD Conference, San Diego, CA, Aug. 2011.

19. "On Dynamic Data-driven Selection of Sensor Streams", (with C. Aggarwal, and Y. Zhao), Proc. ACM KDD Conference, San Diego, CA, Aug. 2011.

20. "Dual Active Feature and Sample Selection for Graph Classification", (with X. Kong, and W, Fan), Proc. ACM KDD Conference, San Diego, CA, Aug. 2011.

21. "Discovering Shaker from Evolving Entities via Cascading Graph Inference", (with X. Shi, W, Fan, and J. Zhang), Proc. ACM KDD Conference, San Diego, CA, Aug. 2011.

22. "Towards Community Detection in Locally Heterogeneous Networks ", (with C. Aggarwal, and Y. Xie), Proc. SIAM Data Mining Conference, Mesa, AZ, April 2011.

23. "Multi-Label Collective Classification", (with X. Kong, and X. Shi), Proc. SIAM Data Mining Conference, Mesa, AZ, April 2011.

24. "Structural Diversity for Privacy in Publishing Social Networks", (with C. Tai, D. Yang, and M.S. Chen), Proc. SIAM Data Mining Conference, Mesa, AZ, April 2011.

25. "One-Class-Based Uncertain Data Stream Learning", (with B. Liu, Y. Xiao, and L. Cao), Proc. SIAM Data Mining Conference, Mesa, AZ, April 2011.

26. "Extracting Interpretable Features for Early Classification on Time Series", (with Z. Xing, J. Pei, and K. Wang), Proc. SIAM Data Mining Conference, Mesa, AZ, April 2011.

27. "Outlier Detection in Graph Streams", (with C. Aggarwal, and Y. Zhao), Proc. IEEE Intl. Conf. on Data Engineering, Hannover, Germany, April, 2011.

28. "On Data Dependencies in Dataspaces", (with S. Song, and L. Chen), Proc. IEEE Intl. Conf. on Data Engineering, Hannover, Germany, April, 2011.

29. "ECODE: Event-Based Community Detection from Social Networks", (with X. Li, A. Tan, and S.K. Ng), DASFAA, Hong Kong, China, April 2011.

30. "Efficient Topological OLAP on Information Networks", (with Q. Qu, F. Zhu, X. Yan, J. Han, and H. Li), DASFAA, Hong Kong, China, April 2011.

31. "Mining High Utility Mobile Sequential Patterns in Mobile Commerce Environments", (with B. Shie, H. Hsiao, and V. Tseng), DASFAA, Hong Kong, China, April 2011.

32. "Multi-Label Feature Selection for Graph Classification", (with X. Kong), Proc. IEEE Intl. Conf. on Data Mining, Sydney, Australia, Dec. 2010.

  1. "Exploiting Local Data Uncertainty to Boost Global Outlier Detection", (with B. Liu, J. Yin, Y. Xiao, and L. Cao), Proc. IEEE Intl. Conf. on Data Mining, Sydney, Australia, Dec. 2010.
34. "Max-Clique: A Top-down Graph based Approach to Frequent Pattern Mining", (with Y. Xie), Proc. IEEE Intl. Conf. on Data Mining, Sydney, Australia, Dec. 2010.

35. "Probabilistic Inference Protection on Uncertain Data", (with R. Wong, A. Fu, K. Wang, Y. Xu, and J. Pei), Proc. IEEE Intl. Conf. on Data Mining, Sydney, Australia, Dec. 2010.

36. "Efficient Constrained Co-clustering with Background Knowledge"", (with X. Shi), Proc. IEEE Intl. Conf. on Data Mining, Sydney, Australia, Dec. 2010.

37. "Transfer Learning on Heterogeneous Feature Spaces via Spectral Transformation", (with X. Shi, Q. Liu, W. Fan, and R. Zhu), Proc. IEEE Intl. Conf. on Data Mining, Sydney, Australia, Dec. 2010.

38. "A Comparison of Objective Functions in Network Community Detection", (with C. Shi, Y. Cai, Z. Yan, and B. Wu), Proc. IEEE Intl. Conf. on Data Mining Workshop on Optimization Based Methods for Emerging Data Mining Problems (OEDM'10), Sydney, Australia, Dec. 2010.

39. "Vote-Based LELC for Positive and Unlabeled Textual Data Streams", (with B. Liu, Y. Xiao, and L. Cao), Proc. IEEE Intl. Conf. on Data Mining Workshop on Domain Driven Data Mining, Sydney, Australia, Dec. 2010.

40. "Evidence-based Medicine, the Essential Role of Systematic Reviews, and the Need for Automated Text Mining Tools", (with A.M. Cohen, C.E. Adams, J.M. Davis, C.T. Yu, W. Meng, L. Duggan, M. McDonagh, N.R. Smalheiser), ACM Intl. Health Informatics Symposium (IHI), Arlington, VA, Nov. 2010, pp.376-380.

  1. "Global Privacy and Transportation Mode Homogeneity Anonymization in Location Based Mobile Systems with Continuous Queries", (with L. Stenneth), Proc. Intl. Conf. on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom 2010), Chicago, IL, Oct. 2010.
42. "Mobile Systems Location Privacy: “MobiPriv” A Robust K Anonymous System", (with L. Stenneth, and O. Wolfson), Proc. IEEE Intl. Conf. on Wireless & Mobile Computing, Networking & communication (WiMob), Niagara Fall, Canada, Oct. 2010.

43. "On Wavelet Decomposition of Uncertain Time Series Data Sets", (with C. Aggarwal, and Y. Zhao), Proc. ACM CIKM conference, Toronto, Canada, Oct. 2010.

44. "Orientation Distance-based Discriminative Feature Extraction for Multi-Class Classification", (with B. Liu, Y. Xiao, and L. Cao), Proc. ACM CIKM conference, Toronto, Canada, Oct. 2010.

45. "Pocket Data Mining: Towards Collaborative Data Mining in Mobile Computing Environments", (with F. Stahl, M. Gaber, and M. Bramer), Proc. IEEE Intl. Conference on Tools with Artificial Intelligence, Arras, France, Oct. 2010.

46. "On Dense Pattern Mining in Graph Streams", (with C. Aggarwal, Y. Li, and R. Jin), PVLDB, Vol. 3, No. 1, 2010, pp. 975-984 (Proc. VLDB Conference, Singapore, Sept. 2010).

47. "k-Support Anonymity based on Pseudo Taxonomy for Outsourcing of Frequent Itemset Mining", (with C. Tai, and M.S. Chen), Proc. ACM KDD conference, Washington D.C., July 2010.

48. "Semi-supervised Feature Selection for Graph Classification ", (with X. Kong), Proc. ACM KDD conference, Washington D.C., July 2010.

49. "UP-Growth: An Efficient Algorithm for High Utility Itemsets Mining", (with V. Tseng, C.W. Wu, and B.E. Shie), Proc. ACM KDD conference, Washington D.C., July 2010.

50. "Detecting Abnormal Coupled Sequences and Sequence Changes in Group-based Manipulative Trading Behaviors", (with L. Cao, Y. Ou, and G. Wei), Proc. ACM KDD conference, Washington D.C., July 2010.

51. "Basset: Scalable Gateway Finder in Large Graphs", (with H. Tong, S. Papadimitriou, C. Faloutsos, and T. Eliassi-Rad), Proc. Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD), Hyderabad, India, June 2010.

52. "Predictive Modeling with Heterogeneous Sources", (with X. Shi, Q. Liu, W. Fan, and Q. Yang), Proc. SIAM Data Mining Conference, Columbus, OH, April 2010.

53. "On Classification of High-Cardinality Data Streams", (with C. Aggarwal), Proc. SIAM Data Mining Conference, Columbus, OH, April 2010.

54. "On Clustering Graph Streams", (with C. Aggarwal, and Y. Zhao), Proc. SIAM Data Mining Conference, Columbus, OH, April 2010.

55. "Mining Diversity on Networks", (with L. Liu, F. Zhu, C. Chen, X. Yan, J. Han, and S. Yang), DASFAA, Tsukuba, Japan, April 2010.

56. "Detecting Leaders from Correlated Time Series", (with D. Wu, Y. Ke, J.X. Yu, and L. Chen), DASFAA, Tsukuba, Japan, April 2010.

57. "Connecting Sparsely Distributed Similar Bloggers", (with N. Agarwal, H. Liu, S. Subramanyay, and J. Salerno), Proc. IEEE Intl. Conf. on Data Mining, Miami, FL, Dec. 2009.

58. "Why Na´ve Ensembles Do Not Work in Cloud Computing", (with W. Gao, R. Grossman, and Y. Gu), Proc. IEEE Intl. Conf. on Data Mining Workshop on Large-Scale Data Mining: Theory and Applications, Miami, FL, Dec. 2009.

59. "Efficient Incremental Mining of Qualified Web Traversal Patterns without Scanning Original Databases", (with J.C. Ying, and V.S. Tseng), Proc. IEEE Intl. Conf. on Data Mining Workshop on Large-Scale Data Mining: Theory and Applications, Miami, FL, Dec. 2009.

60. "GConnect: A Connectivity Index for Massive Disk-resident Graphs", (with C. Aggarwal, and Y. Xie), PVLDB, Vol. 2, No. 1, 2009 (Proc. VLDB conference, Lyon, France, Aug. 2009), pp. 862-873.

61. "Efficient Method for Maximizing Bichromatic Reverse Nearest Neighbor", (with R. Wong, T. Ozsu, A. Fu, and L. Liu), PVLDB, Vol. 2, No. 1, 2009 (Proc.VLDB conference, Lyon, France, Aug. 2009), pp. 1126-1137.

62. "Early Classification on Time Series: A Nearest Neighbor Approach", (with J. Pei, and Z. Xing), Proc. 21st International Joint Conference on Artificial Intelligence (IJCAI-09), Pasadena, CA, July 2009.

63. "Toward Distributed Processing of Spatial Alarms: A Safe Region-based Approach", (with B. Bamba, L. Liu, and A. Iyengar), Proc. IEEE Intl. Conf. on Distributed Computing Systems, Montreal, Canada, June 2009.

64. "Positive Unlabeled Learning for Data Stream Classification", (with X.L. Li, B. Liu, and S.K. Ng), Proc. SIAM Data Mining Conference, Sparks, NV, April 2009.

65. "Optimal Distance Bounding on Time-Series Data", (with M. Vlachos, and S. Kozat), Proc. SIAM Data Mining Conference, Sparks, NV, April 2009.

66. "Near-optimal Supervised Feature Selection among Frequent Subgraphs", (with M. Thoma, H. Cheng, A. Gretton, J. Han, H.P. Kriegel, A.J. Smola, L Song, X. Yan, and K.M. Borgwardt), Proc. SIAM Data Mining Conference, Sparks, NV, April 2009.

67. "PROUD: A Probabilistic Approach to Processing Similarity Queries over Uncertain Data Streams", (with M.Y. Yeh, K.L. Wu, and M.S. Chen), Proc. EDBT, March. 2009.

68. "On Efficient Query Processing of Stream Counts on the Cell Processor", (with D. Thomas, R. Bordawekar, and C. Aggarwal), Proc. IEEE Intl. Conf. on Data Engineering, Beijing, China, March. 2009.

69. "Privacy-Preserving Singular Value Decomposition", (with S. Han, and W.K. Ng), Proc. IEEE Intl. Conf. on Data Engineering, Beijing, China, March. 2009.

70. "Scale-up Strategies for Processing High-Rate Data Streams in System S", (with H. Andrade, B. Gedik, and K.L. Wu), Proc. IEEE Intl. Conf. on Data Engineering, Beijing, China, March. 2009.

71. "Evolutionary Clustering by Hierarchical Dirichlet Process with Hidden Markov State", (with T. Xu, Z. Zhang, and B. Long), Proc. IEEE Intl. Conf. on Data Mining, Pisa, Italy, Dec. 2008.

72. "Dirichlet Process Based Evolutionary Clustering", (with T. Xu, Z. Zhang, and B. Long), Proc. IEEE Intl. Conf. on Data Mining, Pisa, Italy, Dec. 2008.

73. "Towards Online Analytical Processing on Graphs", (with C. Chen, X. Yan, F. Zhu, and J. Han), Proc. IEEE Intl. Conf. on Data Mining, Pisa, Italy, Dec. 2008.

74. "Multi-Space-Mapped SVMs for Multi-Class Classification", (with B. Liu, L. Cao, and C. Zhang), Proc. IEEE Intl. Conf. on Data Mining, Pisa, Italy, Dec. 2008.

75. "Time Sensitive Ranking with Application to Publication Search", (with X. Li, and B. Liu), Proc. IEEE Intl. Conf. on Data Mining, Pisa, Italy, Dec. 2008.

76. "Scalable Processing of Spatial Alarms", (with B. Bamba, L. Liu, G. Zhang, and M. Doo), Proc. IEEE Intl. Conference on High Performance Computing (HiPC), Bangalore, India, Dec. 2008.

77. "Dual Encryption for Query Integrity Assurance", (with H. Wang, J. Yin, and C.S. Perng), Proc. ACM CIKM conference, Napa Valley, CA, Oct. 2008.

78. "Real-Time New Event Detection for Video Streams" (with G. Luo, and R. Yan), Proc. ACM CIKM conference, Napa Valley, CA, Oct. 2008.

79. "Content-Based Filtering for Efficient Online Materialized View Maintenance", (with G. Luo), Proc. ACM CIKM conference, Napa Valley, CA, Oct. 2008.

80. "A Context-driven Content Adaptation Planner for Improving Mobile Internet Accessibility", (with S. J. Yang, J. Zhang, A. F. Huang, and J. J. Tsai), Proc. IEEE Intl. Conference on Services Computing, Beijing, China, Nov. 2008.

81. "Hierarchical, Parameter-Free Community Discovery", (with S. Papadimitrioiu, J. Sun, and C. Faloutsos), Proc. European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), Antwerp, Belgium, Sept. 2008.

82. "Direct mining of Discriminative and Essential Graphical and Itemset Features via Model-based Search Tree", (with W. Fan, K. Zhang, H. Cheng, J. Gao, X. Yan, J. Han, and O. Verscheure), Proc. ACM KDD conference, Las Vegas, NE, Aug. 2008.

83. "Anonymizing Transaction Databases for Publication", (with Y. Xu, K. Wang, and A. Fu), Proc. ACM KDD conference, Las Vegas, NE, Aug. 2008.

84. "Colibri: Fast Mining of Large Static and Dynamic Graphs", (with H. Tong, S. Papadimitrioiu, J. Sun, and C. Faloutsos), Proc. ACM KDD conference, Las Vegas, NE, Aug. 2008.

85. "LEEWAVE: Level-Wise Distribution of Wavelet Coefficients for Processing kNN Queries over Distributed Streams", (with M.Y. Yeh, K.L. Wu, and M.S. Chen), PVLDB No. 1, Vol. 1, (Proc.VLDB conference, Auckland, New Zealand, Aug. 2008), pp. 586-597.

86. "Temperature-aware Scheduling: When is System-Throttling Good Enough?", (with D. Rajan), Proc. Intl. Conference on Web-Age Information Management (WAIM), Zhangjiajie, China, July 2008.

87. "Clustering on Complex Graphs", (with B. Long, M. Zhang, and T. Xu), Proc. AAAI conference, Chicago, IL, July 2008.

88. "SPADE: The System S Declarative Stream Processing Engine", (with B. Gedik, H. Andrade, K.L. Wu, and M. Doo), Proc. ACM SIGMOD Conference, Vancouver, Canada, June 2008.

89. "Mining Significant Graph Patterns by Scalable Leap Search", (with X. Yan, H. Cheng, and J. Han), Proc. ACM SIGMOD Conference, Vancouver, Canada, June 2008.

90. "Toward Learning-based Failure Management for Distributed Stream Processing Systems", (with X. Gu, S. Papadimitriou, and S.P. Chang), Proc. IEEE Intl. Conf. on Distributed Computing Systems, Beijing, China, June 2008.

91. "A General Model for Multiple View Unsupervised Learning", (with B. Long, and M. Zhang), Proc. SIAM Intl. Conf. on Data Mining, Atlanta, GA, April 2008.

92. "Proximity Tracking on Time-Evolving Bipartite Graphs", (with H. Tong, S. Papadimitrioiu, and C. Faloutsos), Proc. SIAM Intl. Conf. on Data Mining, Atlanta, GA, April 2008.

93. "On Indexing High Dimensional Data with Uncertainty", (with C. Aggarwal), Proc. SIAM Intl. Conf. on Data Mining, Atlanta, GA, April 2008.

94. "Outlier Detection with Uncertain Data", (with C. Aggarwal), Proc. SIAM Intl. Conf. on Data Mining, Atlanta, GA, April 2008.

95. "Mining Sequence Classifiers for Early Prediction", (with Z. Xing, J. Pei, and G. Dong), Proc. SIAM Intl. Conf. on Data Mining, Atlanta, GA, April 2008.

96. "Type Independent Correction of Sample Selection Bias via Structural Discovery and Re-sampling", (with J. Ren, X. Shi, and W. Fan), Proc. SIAM Intl. Conf. on Data Mining, Atlanta, GA, April 2008.

97. "Forward Semi-Supervised Feature Selection", (with J. Ren, Z. Qiu, W. Fan, and H. Cheng), Proc. Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2008), Osaka, Japan, May 2008.

98. "Efficient Construction of Compact Shedding Filters for Data Stream Processing", (with B. Gedik and K.L. Wu), Proc. IEEE Intl. Conf. on Data Engineering, Cancun, Mexico, April 2008.

99. "A Framework for Clustering Uncertain Data Streams", (with C. Aggarwal), Proc. IEEE Intl. Conf. on Data Engineering, Cancun, Mexico, April 2008.

100. "Direct Discriminative Pattern Mining for Effective Classification", (with H. Cheng, X. Yan, and J. Han), Proc. IEEE Intl. Conf. on Data Engineering, Cancun, Mexico, April 2008.

101. "Stop Chasing Trends: Discovering High Order Models in Evolving Data", (with S. Chen, H. Wang, and S. Zhou,), Proc. IEEE Intl. Conf. on Data Engineering, Cancun, Mexico, April 2008.

102. "Fast Graph Pattern Matching", (with J. Cheng, J.X. Yu, B. Ding, and H. Wang), Proc. IEEE Intl. Conf. on Data Engineering, Cancun, Mexico, April 2008.

103. "MobiQual: QoS-aware Load Shedding in Mobile CQ Systems", (with B. Gedik, K.L. Wu, and L. Liu), Proc. IEEE Intl. Conf. on Data Engineering, Cancun, Mexico, April 2008.

104. "A Sampling-based Approach to Information Recovery", (with J. Xie, J. Yang, Y. Chen, and H. Wang), Proc. IEEE Intl. Conf. on Data Engineering, Cancun, Mexico, April 2008.

105. "LOCUST: An Online Analytical Processing Framework for High Dimensional Classification of Data Streams", (with C. Aggarwal), Proc. IEEE Intl. Conf. on Data Engineering, Cancun, Mexico, April 2008.

106. "Rights Protection of Multidimensional Time-series Datasets with Neighborhood Preservation", (with C. Lucchese, M. Vlachos, and D. Rajan), Proc. IEEE Intl. Conf. on Data Engineering, Cancun, Mexico, April 2008.

107. "On High Dimensional Indexing of Uncertain Data", (with C. Aggarwal), Proc. IEEE Intl. Conf. on Data Engineering, Cancun, Mexico, April 2008.

108. "Online Failure Forecast for Fault-Tolerant Data Stream Processing", (with X. Gu, S. Papadimitriou, and S.P. Chang), Proc. IEEE Intl. Conf. on Data Engineering, Cancun, Mexico, April 2008.

109. "Ownership Protection of Shapes with Geodesic Distance Preservation", (with C. Lucchese, M. Vlachos, and D. Rajan), Proc. EDBT, Nantes, France, March 2008.

110. "Fast Computing Reachability Labelings for Large Graphs with High Compression Rate", (with with J. Cheng, J.X. Yu, X. Lin, and H. Wang), Proc. EDBT, Nantes, France, March 2008.

111. "Identifying the Influential Bloggers", (with N. Agarwal, H. Liu, and L. Tang), Proc. 1st ACM Intl. Conf. on Web Search and Data Mining, Stanford, CA, Feb. 2008.

112. "A Holistic Lexicon-based Approach to Opinion Mining", (with X. Ding, and B. Liu), Proc. 1st ACM Intl. Conf. on Web Search and Data Mining, Stanford, CA, Feb. 2008.

113. "On Temperature-aware Scheduling for Single-processor Systems", (with D. Rajan), Proc. IEEE Intl. Conference on High Performance Computing (HiPC), Goa, India, Dec. 2007.

114. "An Efficient Online Tool to Search Top-N Genes with Similar Biological Functions in Gene Ontology Database", (with J. Z. Wang, Z. Du, and C.F. Chen), Proc. IEEE Intl. Conf. on Bioinformatics and Biomedicine, San Jose, CA, Nov. 2007.

115. "Community Learning by Graph Approximation", (with B. Long, X. Xu, and M. Zhang), Proc. IEEE Intl. Conf. on Data Mining, Omaha, Nebraska, Oct. 2007.

116. "Efficient Discovery of Frequent Approximate Sequential Patterns", (with F. Zhu, X. Yan, and J. Han), Proc. IEEE Intl. Conf. on Data Mining, Omaha, Nebraska, Oct. 2007.

117. "Visual Exploration of Genomic Data", (with M. Vlachos, B. Taneri, and E. Keogh), Proc. European Conference on Principles and Practice of Knowledge Discovery in Databases, Warsaw, Poland, Sept. 2007.

118. "A Distributed Infrastructure Supporting Personalized Services for the Mobile Web", (with C. Canali, m. Colajanni, R. Lancellotti), Proc. IEEE Intl. Conf. on Wireless and Mobile Computing, White Plains, NY, Oct. 2007.

119. "Time Series Compressibility and Privacy", (with S. Papadimitriou, F. Li, and G. Kollios), Proc. VLDB Conference, Vienna, Austria, Sept. 2007.

120. "Towards Graph Containment Search and Indexing", (with C. Chen, X. Yan, J. Han, D. Zhang, and X. Gu), Proc. VLDB Conference, Vienna, Austria, Sept. 2007.

121. "Graph Indexing: Tree + Delta >= Graph", (with P. Zhao, and J. Yu), Proc. VLDB Conference, Vienna, Austria, Sept. 2007.

122. "Executing Stream Joins on the Cell Processor", (with B. Gedik, and R. Bordawekar), Proc. VLDB Conference, Vienna, Austria, Sept. 2007.

123. "CellSort: High Performance Sorting on the Cell Processor", (with B. Gedik, and R. Bordawekar), Proc. VLDB Conference, Vienna, Austria, Sept. 2007.

124. "Challenges and Experience in Prototyping a Multi-Modal Stream Analytic and Monitoring Application on System S", (with K.L. Wu, B. Gedik, K.W. Hildrum, C. Aggarwal, E. Bouillet, W. Fan, D. George, X. Gu, G. Luo, and H. Wang), Proc. VLDB Conference, Vienna, Austria, Sept. 2007.

125. "GraphScope: Parameter-free Mining of Large Time-evolving Graphs", (with J. Sun, C. Faloutsos, and S. Papadimitriou), Proc. ACM SIGKDD Conference, San Jose, CA, Aug. 2007.

126. "A Probabilistic Framework for Relational Clustering", (with B. Long, and Z. Zhang), Proc. ACM SIGKDD Conference, San Jose, CA, Aug. 2007.

127. "Time-Dependent Event Hierarchy Construction", (with G. Fung, J.X. Yu, and H. Liu), Proc. ACM SIGKDD Conference, San Jose, CA, Aug. 2007.

128. "On String Classification in Data Stream", (with C. Aggarwal), Proc. ACM SIGKDD Conference, San Jose, CA, Aug. 2007.

129. "Truth Discovery with Multiple Conflicting Information Providers on the Web", (with X. Yin, and J. Han), Proc. ACM SIGKDD Conference, San Jose, CA, Aug. 2007.

130. "A Graph-based Approach to Systematically Reconstruct Human Transcriptional Regulatory Modules", (with X. Yan, M. Mehan, Y. Huang, M.S. Waterman, and X. J. Zhou), Proc. 15th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB), Vienna, Austria, July 2007. (Supplement of Bioinformatics 2007, pp. 577-586.)

131. "Graph Partitioning Based on Link Distributions", (with B. Long, and M. Zhang), Proc. Twenty-second Conference on Artificial Intelligence (AAAI), Vancouver, Canada, July 2007.

132. "Toward Self-Managed Media Stream Processing Service Overlays", (with X. Gu), Proc. IEEE Intl. Conf. on Multimedia and Expo (ICME), Beijing, China, July 2007.

133. "Relational Clustering by Symmetric Convex Coding", (with B. Long, M. Zhang, and X. Wu), Proc. Intl. Conference on Machine Learning (ICML), Corvallis, OR, June 2007.

134. "BLINKS: Ranked Keyword Searches on Graphs", (with H. He, H. Wang, and J. Yang), Proc. ACM SIGMOD Conference, Beijing, China, June 2007.

135. "Resource-Adaptive Real-time New Event Detection", (with G. Luo, and C. Tang), Proc. ACM SIGMOD Conference, Beijing, China, June 2007.

136. "gPrune: A Constraint Pushing Framework for Graph Pattern Mining", (with F. Zhu, X. Yan, and J. Han), Proc. Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2007), Nanjing, China, May 2007.

137. "TS-Trees: A Non-alterable Search Tree Index for Trustworthy Databases on Write-Once-Read-Many (WORM) Storage", (with J. Pei, and M. Lau), Proc. IEEE 21st Intl. Conf. on Advaced Information Networking and Applications (AINA-07), Niagara Falls, Canada, May 2007.

138. "On Privacy-Preservation of Text and Sparse Binary Data with Sketches", (with C. Aggarwal), Proc. SIAM Data Mining Conference, Minneapolis, MN, April 2007.

139. "A General Framework for Mining Concept-Drifting Data Streams with Skewed Distributions", (with J. Gao, W. Fan, and J. Han), Proc. SIAM Data Mining Conference, Minneapolis, MN, April 2007.

140. "On Anonymization of String Data", (with C. Aggarwal), Proc. SIAM Data Mining Conference, Minneapolis, MN, April 2007.

141. "A System for Keyword Search on Textual Streams", (with V. Hristidis, O. Valdivia, and M. Vlachos), Proc. SIAM Data Mining Conference, Minneapolis, MN, April 2007.

142. "BridgeNet: An Adaptive Multi-Source Stream Dissemination Service Overlay", (with X. Gu, and Z. Wen), Proc. IEEE INFOCOM 2007, Anchorage, AL, May 2007.

143. "A Load Shedding Framework and Optimizations for M-way Windowed Stream Joins", (with B. Gedik, K.L. Wu, and L. Liu), Proc. IEEE Data Engineering Conference, Istanbul, Turkey, April 2007.

144. "Adaptive Load Diffusion for Multiway Windowed Stream Joins", (with X. Gu, and H. Wang), Proc. IEEE Data Engineering Conference, Istanbul, Turkey, April 2007.

145. "GString: A Novel Approach for Efficient Search in Graph Databases", (with S. Zhou, H. Wang, and H. Jiang), Proc. IEEE Data Engineering Conference, Istanbul, Turkey, April 2007.

146. "Lira: A Lightweight, Region-aware, Load Shedding in Mobile CQ Systems", (with B. Gedik, L. Liu, and K.L. Wu), Proc. IEEE Data Engineering Conference, Istanbul, Turkey, April 2007.

147. "Mining Colossal Frequent Patterns by Core Pattern Fusion", (with F. Zhu, X. Yan, J. Han, and H. Cheng), Proc. IEEE Data Engineering Conference, Istanbul, Turkey, April 2007.

148. "Object Distinction: Distinguishing Objects with Identical Names by Link Analysis", (with X. Yin, and J. Han), Proc. IEEE Data Engineering Conference, Istanbul, Turkey, April 2007.

149. "SAO: A Stream Index for Answering Linear Optimization Queries", (with G. Luo, and K.L. Wu), Proc. IEEE Data Engineering Conference, Istanbul, Turkey, April 2007.

150. "Storage Optimization for Large-scale Distributed Stream Processing Systems", (with K. Hildrum, F. Douglis, J.L. Wolf, L. Fleischer, and A. Katta), Proc. IEEE IPDPS Workshop on System Management Techniques, Processes and Services, Long Beach, CA, March 2007.

151. "Local Correlation Tracking in Time Series", (with S. Papadimitriou, and J. Sun), Proc. IEEE Data Mining Conference, Hong Kong, China, Dec. 2006.

152. "LOCI: Load Shedding through Class Preserving Data Acquisition", (with P. Wang, H. Wang, W. Wang, and B. Shi), Proc. IEEE Data Mining Conference, Hong Kong, China, Dec. 2006.

153. "Discovering Partial Orders in Binary Data", (with D. Rajan), Proc. IEEE Data Mining Conference, Hong Kong, China, Dec. 2006.

154. "Finding “Who is Talking to Whom” in VoIP Networks via Progressive Stream Clustering", (with O. Verscheure, M. Vlachos, A. Anagnostopoulos, P. Frossard, and E. Bouillet), Proc. IEEE Data Mining Conference, Hong Kong, China, Dec. 2006.

155. "AC-Close: Efficiently Mining Approximate Closed Itemsets by Core Pattern Recovery", (with H. Cheng, and J. Han), Proc. IEEE Data Mining Conference, Hong Kong, China, Dec. 2006.

156. "Window-based Tensor Analysis on High-dimensional and Multi-aspect Streams", (with J. Sun, and S. Papadimitriou), Proc. IEEE Data Mining Conference, Hong Kong, China, Dec. 2006.

157. "Continuous Keyword Search on Multiple Text Streams", (with V. Hristidis, O. Valdivia, and M. Vlachos), Proc. ACM Conf. on Information and Knowledge Management, Arlington, VA, Nov. 2006.

158. "ViCo: An Adaptive Distributed Video Correlation System", (with X. Gu, Z. Wen, and C.Y. Lin), Proc. ACM Intl. Conference on Multimedia, Santa Barbara, CA, Oct. 2006.

159. "RIVA: Indexing and Visualization of High-Dimensional Data via Dimension Reorderings", (with M. Vlachos, S. Papadimitriou, and Z. Vagena), Proc. European Conference on Principles and Practice of Knowledge Discovery in Databases, Berlin, Germany, Sept. 2006.

160. "Discovering Overlapping Communities of Named Entities", (with X. Li, and B. Liu), Proc. European Conference on Principles and Practice of Knowledge Discovery in Databases, Berlin, Germany, Sept. 2006.

161. "LinkClus: Efficient Clustering via Heterogeneous Semantic Links", (with X. Yin, and J. Han), Proc. Intl. Conf. on Very Large Data Bases, Seoul, Korea, Sept. 2006.

162. "Unsupervised Learning on K-partite Graphs", (with B. Long, X. Wu, and Z. Zhang), Proc. ACM SIGKDD Conference, Philadelphia, PA, Aug. 2006.

163. "A General Framework for Fast and Accurate Regression by Data Summarization in Random Decision Trees", (with W. Fan, and J. McCloskey), Proc. ACM SIGKDD Conference, Philadelphia, PA, Aug. 2006.

164. "Global Distance-based Segmentation of Trajectories", (with M. Vlachos, A. Anagnostopoulos, M. Hadjieleftheriou, and E. Keogh), Proc. ACM SIGKDD Conference, Philadelphia, PA, Aug. 2006.

165. "GPLAG: Detection of Software Plagiarism by Procedure Dependency Graph Analysis", (with C. Liu, C. Chen, and J. Han), Proc. ACM SIGKDD Conference, Philadelphia, PA, Aug. 2006.

166. "Suppressing Model Overfitting in Mining Concept-Drifting Data Streams", (with H. Wang, J. Yin, J. Pei, and J.X. Yu), Proc. ACM SIGKDD Conference, Philadelphia, PA, Aug. 2006.

167. "Classification Spanning Private Databases", (with K. Wang, Y. Xu, and R. She), Proc. 21st National Conference on Artificial Intelligence (AAAI-06), Boston, MA, July 2006.

168. "Optimal Local Patterns in Time Series Stream", (with S. Papadimitriou), Proc. ACM SIGMOD Conference, Chicago, IL, June 2006.

169. "Spectral Clustering for Multi-type Relational Data", (with B. Long, Z. Zhang, and X. Wu), Proc. 23rd Intl. Conf. on Machine Learning, Pittsburgh, PE, June 2006.

170. "On Range Query Indexing for Efficient Stream Processing", (with K.L. Wu, and S.K. Chen), Proc. IEEE Intl. Conf. on Sensor Networks, Ubiquitous, and Trustworthy Computing, Taichung, Taiwan June 2006.

171. "Classifying Streams of Changing Data Distribution", (with H. Wang, and J. Yin), Proc. 38th Symposium on the Interface of Statistics, Computer Science, and Applications, Pasadena, CA, May 2006.

172. "SLIDE: Streaming and Load-adaptive Periodicity Estimation", (with D. Turaga, M. Vlachos, and S. Papadimitriou), Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing, Toulouse, France, May 2006.

173. "A Framework for Clustering Massive Text and Categorical Data Streams", (with C. Aggarwal), Proc. SIAM Data Mining Conference, Bethesda, MD, April 2006.

174. "Searching Substructures with Superimposed Distance", (with X. Yan, F. Zhu, and J. Han), Proc. IEEE Data Engineering Conference, Atlanta, GA, April 2006.

175. "Dual Labeling: Answering Graph Reachability Queries in Constant Time", (with H. Wang, H. He, J. Yang, and J. Yu), Proc. IEEE Data Engineering Conference, Atlanta, GA, April 2006.

176. "A Framework for Resource-aware Knowledge Discovery in Data Streams: A Holistic Approach with Its Application to Clustering", (with M. Gaber), Proc. ACM Symposium on Applied Computing, Dijon, France, April 2006.

177. "Fast Computation of Reachability Labeling for Large Graphs", (with J.X. Yu, J. Cheng, X. Lin, and H. Wang), Proc. Extended Database Technology, Munich, Germany, March 2006.

178. "Multi-query SQL Progress Indicators", (with G. Lo, and J. Naughton), Proc. Extended Database Technology, Munich, Germany, March 2006.

179. "Resource Adaptive Periodicity Estimation of Streaming Data", (with M. Vlachos, and D. Turaga), Proc. Extended Database Technology, Munich, Germany, March 2006.

180. "Mining Community Structure of Named Entities from Web Pages and Blogs", (with X. Li, and B. Liu), Proc. AAAI-2006 Spring Symposium on Computational Approaches to Analyzing Weblogs, Stanford, CA, March 2006.

181. "Combining Multiple Clustering by Soft Correspondence", (with B. Long, and Z. Zhang), Proc. IEEE Intl. Conf. on Data Mining, New Orleans, LA, Nov. 2005.

182. "A Border-based Approach for Hiding Sensitive Frequent Itemsets", (with X. Sun), Proc. IEEE Intl. Conf. on Data Mining, New Orleans, LA, Nov. 2005.

183. "Template-based Privacy Preservation in Classification Problems", (with K. Wang, and B. Fung), Proc. IEEE Intl. Conf. on Data Mining, New Orleans, LA, Nov. 2005.

184. "Effectiveness Estimation of Posterior Probabilities: Explaining the Accuracy of Randomized Decision Tree Approaches", (with W. Fan, E. Greengrass, J. McClosky, and K. Drummey), Proc. IEEE Intl. Conf. on Data Mining, New Orleans, LA, Nov. 2005.

185. "Efficiently Mining Frequent Closed Partial Orders", (with J. Pei, J. Liu, H. Wang, K. Wang, and J. Wang), Proc. IEEE Intl. Conf. on Data Mining, New Orleans, LA, Nov. 2005.

186. "An Improved Categorization of Classifier’s Sensitivity on Sample Selection Bias", (with W. Fan, I. Davidson, and B. Zadrozny), Proc. IEEE Intl. Conf. on Data Mining, New Orleans, LA, Nov. 2005.

187. "Focused Community Discovery", (with K. Hildrum), Proc. IEEE Intl. Conf. on Data Mining, New Orleans, LA, Nov. 2005.

188. "Data Mining Techniques for Automated Evaluation of Sales Opportunities", (with S. Mane, J. Vayghan, and J. Srivastava), Proc. 2005 Intl. Workshop on Customer Relationship Management: Data Mining Meets Marketing, New York, NY, Nov. 2005

189. "Adaptive Load Shedding for Windowed Stream Joins", (with B. Gedik, K.L. Wu, and L. Liu), Proc. ACM Conf. on Information and Knowledge Management, Bremen, Germany, Nov. 2005.

190. "Compact Reachability Labeling for Graph-Structured Data", (with H. He, H. Wang, and J. Yang), Proc. ACM Conf. on Information and Knowledge Management, Bremen, Germany, Nov. 2005.

191. "Rotation Invariant Indexing of Shapes & Line Drawings", (with M. Vlachos, Z. Vagena, and V. Athitsos), Proc. ACM Conf. on Information and Knowledge Management, Bremen, Germany, Nov. 2005.

192. "Integrating DCT and DWT for Approximating Cube Streams", (with M.S. Chen, and M.J. Hsieh), Proc. ACM Conf. on Information and Knowledge Management, Bremen, Germany, Nov. 2005.

193. "Supporting Multi-Party Voice-over-IP Services with Peer-to-Peer Stream Processing", (with X. Gu), Proc. ACM Multi-media Conf., Singapore, Nov. 2005.

194. "A Multi-Metric Index for Euclidean and Periodic Matching", (with M. Vlachos, Z. Vagena, and V. Castelli), Proc. European Conference on Principles and Practice of Knowledge Discovery in Databases, Porto, Portugal, Oct. 2005.

195. "Fast Burst Correlation of Financial Data", (with M. Vlachos, K.L. Wu, and S.K. Chen), Proc. European Conference on Principles and Practice of Knowledge Discovery in Databases, Porto, Portugal, Oct. 2005.

196. "Parameter Free Bursty Events Detection in Text Streams", (with G.P. Fung, J.X. Yu, and H. Lu), Proc. Intl. Conf. on Very Large Data Bases, Trondheim, Norway, Sept. 2005.

197. "Loadstar: Load Shedding in Data Stream Mining", (with Y. Chi, and H. Wang,), Proc. Intl. Conf. on Very Large Data Bases, Trondheim, Norway, Sept. 2005.

198. "Adding the Temporal Dimension to Search – A Case Study in Publication Search", (with X. Li and B. Liu), Proc. IEEE/WIC/ACM Intl. Conf. on Web Intelligence, Campiegne, France, Sept. 2005.

199. "Cross-Relational Clustering with User’s Guidance", (with X. Yin, and J. Han), Proc. ACM SIGKDD Conference, Chicago, IL, Aug. 2005.

200. "Co-clustering by Block Value Decomposition", (with B. Long, and Z. Zhang), Proc. ACM SIGKDD Conference, Chicago, IL, Aug. 2005.

201. "Pattern-based Similarity Search for Microarray Data", (with H. Wang and J. Pei), Proc. ACM SIGKDD Conference, Chicago, IL, Aug. 2005.

202. "On Incremental Processing of Continual Range Queries for Location-Aware Services and Applications", (with K.L. Wu, and S.K. Chen), Proc. 2nd Intl Conf. on Mobile and Ubiquitous Systems: Networking and Services (MobiQuitous 2005), San Diego, CA, July 2005.

203. "CSR: Speaker Recognition from Compressed VoIP Packet Stream", (with C. Aggarwal, D. Olshefski, D. Saha, Z.-Y. Shae and K. Nahrstedt), Proc. IEEE Intl. Conf. on Multimedia & Expo, Amsterdam, Netherlands, July 2005.

204. "Optimal Component Composition for Scalable Stream Processing", (with X. Gu, and K. Nahrstedt), Proc. IEEE Intl. Conf. on Distributed Systems, Columbus, OH, June 2005.

205. "Substructure Similarity Search in Graph Databases", (with X. Yan, and J. Han), Proc. ACM SIGMOD Conference, Baltimore, MD, June 2005.

206. "Efficient Structural Joins with On-the-Fly Indexing", (with K.L. Wu, and S.K. Chen), Proc. WWW Conf., Chiba, Japan, May 2005.

207. "On Variable Constraints in Privacy Preserving Data Mining", (with C. Aggarwal), Proc. SIAM Data Mining Conference, Newport Beach, CA, April 2005.

208. "Online Analysis of Community Evolution in Data Streams", (with C. Aggarwal), Proc. SIAM Data Mining Conference, Newport Beach, CA, April 2005.

209. "Loadstar: A Load Shedding Scheme for Classifying Data Streams", (with Y. Chi, H. Wang, and R. Muntz), Proc. SIAM Data Mining Conference, Newport Beach, CA, April 2005.

210. "Mining Behavior Graphs for Backtrace of Noncrashing Bugs", (with C. Liu, X. Yan, H. Yu, and J. Han), Proc. SIAM Data Mining Conference, Newport Beach, CA, April 2005.

211. "On Periodicity Detection and Structural Periodic Similarity", (with M. Vlachos, and V. Castelli), Proc. SIAM Data Mining Conference, Newport Beach, CA, April 2005.

212. "Near-Neighbor Search in Pattern Distance Spaces", (with H. Wang, and C. Perng), Proc. SIAM Data Mining Conference, Newport Beach, CA, April 2005.

213. "Pushing Feature Selection Ahead of Join", (with R. She, K. Wang, and Y. Xu), Proc. SIAM Data Mining Conference, Newport Beach, CA, April 2005.

214. "Building Decision Trees on Records Linked through Key References", (with K. Wang, Y. Xu and R. She), Proc. SIAM Data Mining Conference, Newport Beach, CA, April 2005.

215. "Iterative Mining for Rules with Constrained Antecedents", (with Z. Sun), Proc. SIAM Data Mining Conference, Newport Beach, CA, April 2005.

216. "Top-Down Specialization for Information and Privacy Preservation", (with B. Fung,andK. Wang), Proc. IEEE Data Engineering Conference, Tokyo, Japan, April 2005.

217. "Text Classification without Labeled Negative Documents", (with G. Pui,J.X. Yu and H. Lu), Proc. IEEE Data Engineering Conference, Tokyo, Japan, April 2005.

218. "A Two-level Distributed Architecture for Web Content Adaptation and Delivery", (with C. Canali, V. Cardellini, M. Colajanni, and R. Lancellotti), Proc. 2005 Intl. Symposium on Applications and the Internet, Trento, Italy, Jan. 2005.

219. "Interval Query Indexing for Efficient Stream Processing", (with K.L. Wu, and S.K. Chen), Proc. ACM Conf. on Information and Knowledge Management, Washington, D.C., Nov. 2004.

220. "Motion Adaptive Indexing for Moving Continual Queries over Moving Objects", (with B. Gedik, K.L. Wu, and L. Liu), Proc. ACM Conf. on Information and Knowledge Management, Washington, D.C., Nov. 2004.

221. "Analysis of Peer-to-Peer Systems: Workload Characterization and Effects on Traffic Cacheability", (with M. Andreolini, and R. Lancellotti), Proc. 12th Annual IEEE/ACM Intl. Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (MASCOTS), Volendam, Netherlands, Oct. 2004.

222. "Bottom-up Generalization: A Data Mining Solution to Privacy Protection", (with K. Wang, and S. Chakraborty), Proc. IEEE Data Mining Conference, Brighton, UK, Nov. 2004.

223. "Moment: Maintaining Closed Frequent Itemsets over a Stream Sliding Window", (with Y. Chi, H. Wang, and R. Muntz), Proc. IEEE Data Mining Conference, Brighton, UK, Nov. 2004.

224. "Decision Tree Evolution Using Limited Number of Labeled Items from Drifting Data Streams", (with W. Fan, Y. Huang), Proc. IEEE Data Mining Conference, Brighton, UK, Nov. 2004.

225. "Efficient Interval Indexing for Content-based Subscription E-commerce and E-service", (with K.L. Wu, S.K. Chen and M. Mei), Proc. IEEE Conference on e-Commerce Technology for Dynamic E-Business, Beijing, China, Sept. 2004.

226. "A Framework for Projected Clustering of High Dimensional Streams", (with C. Aggarwal, J. Han, and J. Wang), Proc. Intl. Conf. on Very Large Data Bases, Toronto, Canada, Sept. 2004.

227. "On-demand Classification of Evolving Data Streams", (with C. Aggarwal, J. Han, and J. Wang), Proc. ACM SIGKDD Conference, Seattle, WA, Aug. 2004.

228. "Processing Continual Range Queries over Moving Objects using VCR-Based Query Indexes", (with K.L. Wu, and S.K. Chen), Proc. 1st Intl Conf. on Mobile and Ubiquitous Systems: Networking and Services (MobiQuitous 2004), Boston, MA, Aug. 2004.

229. "Shingle-Based Query Indexing for Location-Based Mobile E-Commerce", (with K.L. Wu, and S.K. Chen), Proc. IEEE Intl. Conf. on E-commerce Technology, San Diego, CA, July 2004.

230. "Text Classification by Labeling Words", (with B. Liu, X. Li and W.S. Lee), Proc. 19th National Conf. on Artificial Intelligence, San Jose, CA, July 2004.

231. "A Fast Algorithm for Subspace Clustering by Pattern Similarity", (with H. Wang, and F. Chu, W. Fan, and J. Pei), Proc. 16th Intl. Conf. on Scientific and Statistical Database Management, Santorini Island, Greece, June 2004.

232. "BASS: Approximate Search on Large String Databases", (with J. Yang, H. Wang, and Y. K. Lee), Proc. 16th Intl. Conf. on Scientific and Statistical Database Management, Santorini Island, Greece, June 2004.

233. "Graph Indexing: A Frequent Structure-based Approach", (with X. Yan, and J. Han), Proc. ACM SIGMOD Conference, Paris, France, June 2004.

234. "Indexing Continual Range Queries for Efficient Stream Processing", (with K.-L. Wu, S.-K. Chen ), Proc. of 36th Symp. on the Interface: Computational Biology and Bioinformatics, Interface 2004, Baltimore, MD, May 2004.

235. "On the Temporal Dimension of Search", (with X. Li, and B. Liu), Proc. WWW 2004 on Alternate Track Papers and Posters, New York, NY, May 2004.

236. "Active Mining of Data Streams", (with W. Fan, and H. Wang), Proc. SIAM Intl. Conf. on Data Mining, Lake Buena Vista, FL, April 2004.

237. "Using Wavelet-based Resource-aware Mining to Explore Temporal and Support Count Granularities in Data Streams", (with W-G. Teng, and M-S. Chen), Proc. SIAM Intl. Conf. on Data Mining, Lake Buena Vista, FL, April 2004.

238. "Indexing Continual Range Queries with Covering Tiles for Fast Locating of Moving Objects", (with K.-L. Wu, and S.-K. Chen), Proc. of IEEE Int. Workshop on Mobile Distributed Computing (MDC 04), Tokyo, Japan, Mar. 2004.

239. "Indexing Continual Range Queries for Location-aware Mobile Services", (with K.L. Wu, and S.K. Chen), Proc. IEEE Intl. Conf. on e-technology, e-commerce, and e-service, Taipei, Taiwan, March 2004.

240. "VCR Indexing for Fast Event Matching for Highly-overlapping Range Predicates", (with K.L. Wu, and S.K. Chen), Proc. ACM Symposium on Applied Computing, Nicosia, Cyprus, March 2004.

241. "CrossMine: Efficient Classification across Multiple Database Relations", (with X. Yin, J. Han, and J. Yang), Proc. 20th IEEE Intl. Conf. on Data Engineering, Boston, MA, April 2004.

242. "MaPle: A Fast Algorithm for Maximal Pattern-based Clustering", (with J. Pei, X. Zhang, M. Cho, and H. Wang), Proc. 3rd IEEE Intl. Conf. on Data Mining, Melbourne, FL, Nov. 2003.

243. "Building Text Classifiers using Positive and Unlabelled Data", (with B. Liu, X. Li, and W. Sun), Proc. 3rd IEEE Intl. Conf. on Data Mining, Melbourne, FL, Nov. 2003.

244. "Is Random Model Better? Its Accuracy and Efficiency", (with W. Fan, H. Wang, and S. Ma), Proc. 3rd IEEE Intl. Conf. on Data Mining, Melbourne, FL, Nov. 2003.

245. "Cooperative Architectures and Algorithms for Discovery and Transcoding of Multi-version Content", (with R. Lancellotti, M. Colajanni, C. Canali, and V. Cardellini), Proc. 8th Intl. Workshop on Web Content Caching and Distribution, Hawthorne, NY, Sept. 2003.

246. "A Regression-based Temporal Pattern Mining Scheme for Data Streams", (with W-G. Teng, and M-S. Chen), Proc. Intl. Conf. on Very Large Data Bases, Berlin, Germany, Sept. 2003.

247. "A Framework for Clustering Evolving Data Streams", (with C. Aggarwal, J. Han, and J. Wang), Proc. Intl. Conf. on Very Large Data Bases, Berlin, Germany, Sept. 2003.

248. "Mining Concept-Drifting Data Streams using Ensemble Classifiers", (with H. Wang, W. Fan, and J. Han), Proc. ACM SIGKDD Conf., Washington, D.C., Aug. 2003, pp. 226-235.

249. "Applying Data Mining in Investigating Money Laundering Crimes Mining", (with Z. Zhang, and J.J. Salerno), Proc. ACM SIGKDD Conf., Washington, D.C., Aug. 2003, pp. 747-752.

250. "Inductive Learning in Less Than One Sequential Scan", (with W. Fan, H. Wang, and S-H. Lo), Proc. 18 Intl. Joint Conf. on Artificial Intelligence, Acapulco, Mexico, Aug. 2003.

251. "Epi-Sprie: A Bio-Surveillance System for Environmental and Public Health Activity Monitoring", (with C.-S. Li, et al), Proc. IEEE Intl. Conf. on Multimedia and Expo, Baltimore, MD, July 2003.

252. "A Distributed Architecture of Edge Proxy Servers for Cooperative Transcoding", (with V. Cardellini, M. Colajanni, and R. Lancellotti), Proc. IEEE Workshop on Internet Applications, San Jose, CA, June 2003.

253. "ViST: A Dynamic Index Method for Querying XML Data by Tree Structures", (with H. Wang, S. Park, and W. Fan), Proc. ACM SIGMOD Conference, San Diego, CA, June 2003.

254. "Online Mining of Changes from Data Streams: Research Problems and Preliminary Results", (with G. Dong, J. Han, L.V.S. Lakshmanan, J. Pei, and H. Wang), Proc. 2003 ACM SIGMOD Workshop on Management and Processing of Data Streams. San Diego, CA, June 2003.

255. "Cooperative TransCaching: A System of Distributed Proxy Servers for Web Content Adaptation", (with C. Canali, V. Cardellini, M. Colajanni, and R. Lancellotti), Poster Proc. 12th Intl. World Wide Web Conference, Budapest, Hungary, May 2003.

256. "STAMP: on Discovery of Statistically Important Pattern Repeats in Long Sequence Data", (with J. Yang, and W. Wang), Proc. 2003 SIAM Intl. Conf. on Data Mining, San Francisco, CA, May 2003.

257. "Cross-feature Analysis for Detecting Ad-hoc Routing Anomalies", (with Y-A. Huang, W. Fan, and W.K. Lee), Proc. IEEE Intl. Conf. on Distributed Computing Systems, Providence, RI, May 2003.

258. "New Algorithms for Content-based Publication-subscription Systems", (with A. Riabov, Z. Liu, J.L. Wolf, and L. Zhang), Proc. IEEE Intl. Conf. on Distributed Computing Systems, Providence, RI, May 2003.

259. "Managing eBusiness on Demand SLA Contracts in Business Terms Usisng the Cross-SLA Executing Manager SAM", (with M. Buco, R. Chang, L. Luan, C. Ward, and J. Wolf), Proc. 6th Intl. Symposoium on Autonomous Decentralized Systems, Pisa, Italy, April, 2003.

260. "Automatic Evaluation and Assignment of Business Opportunities", (with J.A. Vayghan, and J. Srivastava), Proc. Intl. Workshop on Data Mining for Actionable Knowledge, Seoul, Korea, April 2003.

261. "Enhanced Biclustering on Expression Data", (with W. Wang, H. Wang, and J. Yang), Proc. 3rd IEEE Intl. Symposium on Bioinformatics and Bioengineering, Bethesda, Maryland, March, 2003.

262. "Indexing Weighted Sequences in Large Databases", (with H. Wang, C.S. Perng, W. Fan and S. Park), Proc. Intl. Conf. on Data Engineering, Bangalore, India, Feb. 2003.

263. "Mining Associations by Pattern Structure in Large Relational Tables", (with H. Wang, C.S. Perng, and S. Ma), Proc. 2nd IEEE Intl. Conf. on Data Mining. Maebashi, Japan, Dec. 2002, pp. 482-489.

264. "Progressive Modeling", (with W. Fan, H. Wang, S-H. Lo, and S.J. Stolfo), Proc. 2nd IEEE Intl. Conf. on Data Mining. Maebashi, Japan, Dec. 2002, pp. 163-170.

265. "InfoMiner+: Mining Partial Periodic Patterns with Gap Penalties", (with J. Yang and W. Wang), Proc. 2nd IEEE Intl. Conf. on Data Mining. Maebashi, Japan, Dec. 2002, pp. 725-728.

266. "Efficient Query Monitoring using Adaptive Multiple Key Hashing", (with K.-L., Wu), Proc. 11th Intl. ACM Conf. on Information and Knowledge Management, McLean, VA, Nov. 2002.

267. "Accelerating Approximate Subsequence Search on Large Protein Sequence Database", (with J. Yang, W. Wang, and Y. Xia), Proc. 1st IEEE Computer Society Bioinformatics Conference, Stanford, CA, Aug. 2002, pp. 207-216.

268. "An Indexing Structure for Pattern Similarity Searching in DNA Micro-array Data", (with H. Wang, C. Perng, and W. Fan), Proc. 1st IEEE Computer Society Bioinformatics Conference, Stanford, CA, Aug. 2002, pp. 256-267.

269. "An Automated System for Web Portal Personalization", (with C. Aggarwal), Proc. 28th Intl. Conf. on Very Large Data Bases, Hong Kong, China, Aug. 2002, pp. 1031-1040.

270. "Distributed Data Mining in a Chain Store Database of Short Transactions", (with C-R. Lin, C-H. Lee, and M-S. Chen), Proc. 8th ACM SIGKDD Conference, Edmonton, Alberta, Canada, July 2002, pp. 576-581.

271. "Partially Supervised Classification of Text Documents", (with B. Liu, W.S. Lee and X. Li), Proc. 19th Intl. Conf. on Machine Learning, Sydney, Australia, July 2002.

272. "Pruning and Dynamic Scheduling of Cost-sensitive Ensembles", (with W. Fan, A. Chu, and H. Wang), Proc. 18th National Conf. on Artificial Intelligence, Edmonton, Alberta, Canada, July 2002.

273. "Clustering Algorithms for Content-based Publication-subscription Systems", (with A. Riabov, Z. Liu, J.L. Wolf, and L. Zhang), Proc. 22nd IEEE Conf. on Distributed Computing Systems, Vienna, Austria, July 2002, pp. 133-142.

274. "A Fully Distributed Framework for Cost Sensitive Data Mining", (with W. Fan, H. Wang, and S.J. Stolfo), Proc. 22nd IEEE Conf. on Distributed Computing Systems, Vienna, Austria, July 2002, pp. 445-446.

275. "Clustering by Pattern Similarity in Large Data Sets", (with H. Wang, J. Yang, and W. Wang), Proc. ACM SIGMOD Conference, Madison, WI, June 2002, pp. 394-405.

276. "Mining Long Sequential Patterns in a Noisy Environment", (with J. Yang, W. Wang and J. Han), Proc. ACM SIGMOD Conference, Madison, WI, June 2002.

277. "Dynamic Refinement of Table Summarization for M-Commerce", (with K-L. Wu and S.K. Chen), Proc. 4th IEEE Intl. Workshop on Advanced Issues of E-Commerce and Web-based Information Systems, San Jose, CA, June 2002.

278. "Optimal Crawling Strategies for Web Search Engine", (with J.L. Wolf, L. Ozsen, and M. Squillante), Proc. 11th Intl. World Wide Web Conference, Honolulu, Hawaii, May 2002.

279. "Monitoring Web-based Subscription Services", (with K.L. Wu), Poster Proc. 11th Intl. World Wide Web Conference, Honolulu, Hawaii, May 2002.

280. "A Framework for Scalable Cost-sensitive Learning based on Combining Probabilities and Benefits", (with W. Fan, H. Wang and S.J. Stolfo), Proc. 2002 SIAM Intl. Conf. on Data Mining, Arlington, Virginia, April 2002, pp. 437-453.

281. "Mining Relationship between Triggering and Consequential Events in a Short Transaction Database", (with C-H. Lee and M-S. Chen), Proc. 2002 SIAM Intl. Conf. on Data Mining, Arlington, Virginia, April 2002, pp. 403-419.

282. "Efficient Filtering of Large Data Set - A User-centric Paradigm", (with Y. Xia, W. Wang, J. Yang and R. Muntz), Proc. 2002 SIAM Intl. Conf. on Data Mining, Arlington, Virginia, April 2002, pp. 112-127.

283. "Accelerating Search of Approximate Match on Large Protein Sequence Databases", (with W. Wang, J. Yang and Y. Xia), Currents in Computational Molecular Biology 2002, ed., by L. Florea, B. Walenz and S. Hannenhalli, (RECOMB 2002), April 2002, pp. 197-198.

284. "Improving Performance of Bicluster Discovery in a Large Data Set", (with J. Yang and W. Wang), Currents in Computational Molecular Biology 2002, ed., by L. Florea, B. Walenz and S. Hannenhalli, (RECOMB 2002), April 2002, pp. 197-198.

285. "delta-cluster: Capturing Subspace Correlation in a Large Data Set", (with J. Yang, W. Wang, and H. Wang), Proc. 18th IEEE Intl. Conference on Data Engineering, San Jose, CA, Feb. 2002, pp. 517-528.

286. "Meta-patterns: Revealing Hidden Periodic Patterns", (with W. Wang, and J. Yang), Proc. 1st IEEE Intl. Conference on Data Mining, San Jose, CA, Nov. 2001, pp. 550-557.

287. "On Effective Conceptual Indexing of Text Data", (with C. Aggarwal), Proc. 1st IEEE Intl. Conference on Data Mining, San Jose, CA, Nov. 2001, pp. 3-10.

288. "SSDT: A Scalable Subspace-splitting Classifier for Biased Data", (with H. Wang), Proc. 1st IEEE Intl. Conference on Data Mining, San Jose, CA, Nov. 2001, pp. 543-549.

289. "Effective Nearest Neighbor Indexing with Euclidean Metric", (with S.W. Kim, and C. Aggarwal), Proc. 10th Intl. ACM Conf. on Information and Knowledge Management, Atlanta, Georgia, Nov. 2001, pp. 9-16.

290. "Discovering Unexpected Information from Your Competitors’ Web Sites", (with B. Liu and Y. Ma), Proc. 2001 ACM SIGKDD Conference, San Francisco, CA, Aug. 2001, pp. 144-155.

291. "Infominer: Mining Surprising Periodic Patterns", (with J. Yang and W. Wang), Proc. 2001 ACM SIGKDD Conference, San Francisco, CA, Aug. 2001, pp. 395-400.

292. "Personalization with Dynamic Profiler", (with K-L. Wu and C. Aggarwal), Proc. 3rd IEEE Intl. Workshop on Advanced Issues of E-Commerce and Web-based Information Systems, San Jose, CA, June 2001, pp. 12-20.

293. "Outlier Detection for High Dimensional Data", (with C. Aggarwal), Proc. 2001 ACM SIGMOD Conference, Santa Barbara, CA, May 2001, pp. 37-46.

294. "Segment-based Proxy Caching of Multimedia Streams", (with K.-L. Wu and J.L. Wolf), Proc. 10th Intl. World Wide Web Conference, Hong Kong, China, May 2001, pp. 36-44.

295. "Intelligent Crawling on the World Wide Web with Arbitrary Predicates", (with C. Aggarwal, and F. Al-Garawi), Proc. 10th Intl. World Wide Web Conference, Hong Kong, China, May 2001, pp. 96-105.

296. "Clustering Through Decision Tree Construction", (with B. Liu and Y. Xia), Proc. 9th Intl. ACM Conf. on Information and Knowledge Management, Washington D.C., Nov. 2000, pp. 20-29.

297. "Collaborative Proxy Systems for Distributed Web Content Transcoding", (with V. Cardellini and Y-W. Huang), Proc. 9th Intl. ACM Conf. on Information and Knowledge Management, Washington D.C., Nov. 2000, pp. 520-527.

298. "Geographic Load Balancing for Scalable Distributed Web Systems", (with V. Cardellini, and M. Colajanni), Proc. 8th International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunications Systems, San Francisco, CA, Aug. 2000, pp. 20-27.

299. "The IGrid Index: Reversing the Dimensionality Curse for Similarity Indexing in High Dimensional Space", (with C. Aggarwal), Proc. 2000 ACM SIGKDD Conference, Boston, MA, Aug. 2000, pp. 119-129.

300. "Targeting the Right Students Using Data Mining", (with Y. Ma, B. Liu, C.K. Wong, and S.M. Lee), Proc. 2000 ACM SIGKDD Conference, Boston, MA, Aug. 2000, pp. 457-464.

301. "Efficient Mining of Weighted Association Rules (WAR)", (with W. Wang and J. Yang), Proc. 2000 ACM SIGKDD Conference, Boston, MA, Aug. 2000, pp. 270-274.

302. "Mining Asynchronous Periodic Pattern in Time Series Data", (with J. Yang and W. Wang), Proc. 2000 ACM SIGKDD Conference, Boston, MA, Aug. 2000, pp. 275-279.

303. "Lightweight Version Vectors for Pervasive Computing Devices", (with Y-W. Huang), Proc. ICPP 2000 Workshop on Pervasive Computing, Toronto, Canada, Aug. 2000.

304. "Load Balancing on Clustered Web Farms", (with J.L. Wolf), Proc. 2nd Workshop on Mathematical Performance Modeling and Analysis (MAMA 2000), Santa Clara, CA, June 2000.

305. "Latency-Sensitive Hashing for Collaborative Web Caching", (with K-L. Wu), Proc. 9th Intl. World Wide Web Conference, Amsterdam, Netherlands, May 2000, pp. 633-644.

306. "Finding Generalized Projected Clusters in High Dimensional Spaces", (with C. Aggarwal), Proc. 2000 ACM SIGMOD Conference, Dallas, TX, May 2000, pp. 70-81.

307. "TabSum: A Flexible and Dynamic Table Summarization Approach", (with M-L. Lo, and K-L. Wu), Proc. 20th IEEE Intl. Conference on Distributed Computing Systems, Taipei, Taiwan, April 2000, pp. 628-635.

308. "The Intelligent Recommendation Analyzer", (with C.C. Aggarwal, J.L. Wolf, and K-L. Wu), Proc. ICDCS Workshop on Knowledge Discovery and Data Mining, Taipei, Taiwan, April 2000, pp. F-67-F-72.

309. "Local Replication for Proxy Web Caches with Hash Routing", (with K.L. Wu), Proc. 8th Intl. ACM Conf. on Information and Knowledge Management, Kansas City, MO, Nov. 1999, pp. 69-76.

310. "Optimizing Profits in the Broadcast Delivery of Multimedia Products", (with C.C. Aggarwal, M.S. Squillante, J.L. Wolf, and J. Sethuraman), Proc. 5th Intl. Workshop on Multimedia Information Systems, Indian Wells, CA, Oct. 1999.

311. "Redirecting Strategies for Load Sharing Policies in Distributed Web Systems", (with V. Cardellini, and M. Colajanni), Proc. of 14th Symp. on Computer and Information Sciences (ISCIS'99), Izmir, Turkey, Oct. 1999, pp. 91-98.

312. "Horting Hatches an Egg: A New Graph-Theoretic Approach to Collaborative Filtering", (with C. Aggarwal, J.L. Wolf, and K-L. Wu), Proc. 1999 ACM SIGKDD Conference, San Diego, CA, Aug. 1999, pp. 201-212.

313. "On the Merits of Building Categorization Systems by Supervised Clustering", (with C. Aggarwal, and S. Gates), Proc. 1999 ACM SIGKDD Conference, San Diego, CA, Aug. 1999, pp. 352-356.

314. "Adaptive Query Processing based on Time Series Data", (with Y-W. Huang), Proc. 1999 ACM SIGKDD Conference, San Diego, CA, Aug. 1999, pp. 282-286.

315. "Replication Issues on Proxy Cache Array", (with K-L. Wu), Proc. 1999 International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA'99), vol. 2, Las Vegas, Nevada, June, 1999, pp. 836-842.

316. "Fast Algorithms for Projected Clustering", (with C. Aggarwal, C. Procopiuc, J.L. Wolf and J-S. Park), Proc. 1999 ACM SIGMOD Conference, Philadelphia, PA, May 1999, pp. 61-72.

317. "A New Method for Similarity Indexing of Market Basket Data", (with C. Aggarwal, and J.L. Wolf), Proc. 1999 ACM SIGMOD Conference, Philadelphia, PA, May 1999, pp. 407-418.

318. "Load Balancing and Hot Spot Relief for Hash Routing among a Collection of Proxy Caches", (with K-L. Wu), Proc. 19th IEEE Intl. Conference on Distributed Computing Systems, Austin, TX, May 1999, pp. 536-543.

319. "Redirection Algorithms for Load Sharing in Distributed Web-server Systems", (with V. Cardellini and M. Colajanni), Proc. 19th IEEE Intl. Conference on Distributed Computing Systems, Austin, TX, May 1999, pp. 528-535.

320. "Controlled Local Replication for Hash Routing among Proxy Web Caches", (with K-L. Wu), 8th World Wide Web Conference poster proceedings, Toronto, Canada, May 1999, pp 14-15.

321. "Data Mining and Personalization Technologies", Proc. 6th Intl. Conference on Database Systems for Advanced Applications, Hsinchu, Taiwan, April 1999.

322. "MALM: A Framework for Mining Sequence Database at Multiple Abstraction Levels", (with C-S. Li, and V. Castelli), Proc. 7th Intl. ACM Conf. on Information and Knowledge Management, Washington, D.C., Nov. 1998, pp. 86-95.

323. "On-line Algorithms for Finding Profile Association Rules", (with C. Aggarwal and Z. Sun), Proc. 7th Intl. ACM Conf. on Information and Knowledge Management, Washington, D.C., Nov. 1998, pp. 267-272.

324. "High Performance Web-Server Systems", (with V. Cardellini and M. Colajanni), Proc. 13 Intl. Symposium on Computer and Information Sciences, Belek, Turkey, Oct. 1998.

325. "On-line Generation of Profile Association Rules", (with C. Aggarwal and Z. Sun), Proc. 4th Intl. Conf. on Knowledge Discovery and Data Mining, New York, NY, Aug. 1998, pp. 129-133.

326. "Range-based Bitmap Indexing for High Cardinality Attributes with Skew", (with K.L. Wu), Proc. 22nd IEEE Intl. Computer Software and Application Conference, Vienna, Austria, Aug. 1998, pp. 61-66.

327. "Efficient State Estimators for Load Control in Scalable Web Server Clusters", (with V. Cardellini and M. Colajanni), Proc. 22nd IEEE Intl. Computer Software and Application Conference, Vienna, Austria, Aug. 1998, pp. 449-455.

328. "A New Framework for Itemset Generation", (with C. Aggarwal), Proc. 1998 ACM Symposium on Principles of Database Systems, Seattle, Washington, June 1998, pp. 18-24.

329. "A Bandwidth-Sensitive Update Scheduling Method for Internet Push", (with Y-W. Huang), Proc. 18th IEEE Intl. Conf. on Distributed Computing Systems, Amsterdam, Netherlands, May 1998, pp. 304-310.

330. "Dynamic Load Balancing in Geographically Distributed Heterogeneous Web Servers", (with M. Colajanni, and V. Cardellini), Proc. 18th IEEE Intl. Conf. on Distributed Computing Systems, Amsterdam, Netherlands, May 1998, pp. 295-302.

331. "On-line Generation of Association Rules", (with C. Aggarwal), Proc. 14th IEEE Intl. Conference on Data Eng., Orlando, FL, Feb. 1998, pp. 402-411.

332. "On Disk Caching of Web Objects in Proxy Servers", (with C. Aggarwal), Proc. 6th Intl. ACM Conf. on Information and Knowledge Management, Las Vegas, NV, Nov. 1997, pp. 238-245.

333. "Mining Association Rules with Adjustable Accuracy", (with J-S. Park and M-S. Chen), Proc. 6th Intl. ACM Conf. on Information and Knowledge Management, Las Vegas, NV, Nov. 1997, pp. 151-160.

334. "On Analytic Modeling of Multimedia Batching Systems", (with H. Shachnai), Proc. 3rd Intl. Workshop on Multimedia Information Systems, Como, Italy, Sept. 1997, pp. 73-82.

335. "Exploiting Wait Tolerance in Effective Batching of VOD Scheduling", (with H. Shachnai), Proc. 8th Israeli Conference on Computer Systems and Software Eng., Herzliya, Israel, June 1997, pp. 67-76.

336. "Scheduling Algorithms for Distributed Web Servers", (M. Colajanni and D.M. Dias), Proc. 17th IEEE Intl. Conf. on Distributed Computing Systems, Baltimore, Maryland, May 1997, pp. 169-176.

337. "Indexed Sequential Data Broadcasting in Wireless Mobile Computing", (M-S. Chen and K.L. Wu), Proc. 17th IEEE Intl. Conf. on Distributed Computing Systems, Baltimore, Maryland, May 1997, pp. 124-130.

338. "Consumption-based Buffer Management for Maximizing System Throughput of A Multimedia System", (with K.L. Wu), Proc. IEEE Intl. Conf. on Multimedia Computing and Systems, Hiroshima, Japan, June, 1996, pp. 164-171.

339. "A Permutation-based Pyramid Broadcasting Scheme for Video-on-Demand Systems", (with C. Aggarwal and J.L. Wolf), Proc. IEEE Intl. Conf. on Multimedia Computing and Systems, Hiroshima, Japan, June, 1996, pp. 118-126.

340. "On Optimal Batching Policies for Video-on-Demand Storage Servers",(with C. Aggarwal and J.L. Wolf), Proc. IEEE Intl. Conf. on Multimedia Computing and Systems, Hiroshima, Japan, June, 1996, pp. 253-258.

341. "Data Mining for Path Traversal Patterns in A Web Environment", (with M-S. Chen and J.S. Park), Proc. 16th IEEE Intl. Conf. on Distributed Computing Systems, Hong Kong, May 1996, pp. 385-392.

342. "On Optimal Piggyback Merging Policies for Video-on-Demand Systems", (with C. Aggarwal and J.L. Wolf), Proc. 1996 ACM SIGMETRICS Conference, Philadelphia, PA, May 1996, pp. 200-209.

343. "On Scheduling Issues to Support Video-on-Demand", (with J.L. Wolf and H. Shachnai), Proc. Intl. Conf. on Computer Systems Technology for Industrial Applications (CSIA'96), Hsinchu, Taiwan, April, 1996.

344. "HierarchyScan: A Hierarchical Similarity Search Algorithm for Databases of Long Sequences", (with C.S. Li and V. Castelli), Proc. 12th IEEE Intl. Conf. on Data Engineering, New Orleans, LO, Feb. 1996, pp. 546-553.

345. "Energy Efficient Caching for Wireless Mobile Computing", (with K.-L. Wu and M.S. Chen), Proc. 12th IEEE Intl. Conf. on Data Engineering, New Orleans, LO, Feb. 1996, pp. 336-343.

346. "Performance Modeling For Designing Client/Server Systems", (with S. Lavenberg, E. MacNair, C. Bender, and J. Shedletsky), Proc. 21th Computer Measurement Group Conference, Nashville, TN, Dec. 1995.

347. "Using Rotational Mirrored Declustering for Replica Placement in A Disk-array-based Video Server", (with M-S. Chen, H.I. Hsiao, and C.S. Li), Proc. ACM Multimedia '95, San Francisco, CA, Nov. 1995, pp. 121-130.

348. "Efficient Parallel Data Mining for Association Rules", (with J.S. Park and M-S. Chen), 4th Intl. ACM Conf. on Information and Knowledge Management, Baltimore, Maryland, Nov. 1995, pp. 31-36.

349. "On Content-Based Downloading for Digital Video", (with M-S. Chen, and C.S. Li), Proc. Conference on Integration Issues in Large Commercial Media Delivery Systems, (SPIE Photonics East '95 Symp.), SPIE, vol. 2615, Oct. 1995, Philadelphia, PA.

350. "A Performance Study of Workfile Disk Management for Concurrent Mergesorts in A Multiprocessor Database System", (with K.L. Wu, J.Y. Chung, and J.Z. Teng), Proc. 21st Intl. Conference on Very Large Data Bases, Zurich, Switzerland, Sept. 1995, pp. 100-109.

351. "DASD Dancing: A Disk Load Balancing Optimization Scheme for Video-on-Demand Computer Systems", (with J.L. Wolf and H. Shachnai), Proc. 1995 ACM SIGMETRICS Conference, Ottawa, Canada, May 1995, pp. 157-166.

352. "An Effective Hash Based Algorithm for Mining Association Rules", (with J.S. Park and M-S. Chen), Proc. ACM SIGMOD Conference, San Jose, CA, May 1995, pp. 175-186.

353. "Look-ahead Scheduling to Support Pause-Resume for Video-on-Demand Applications", (with J.L. Wolf and H. Shachnai), Proc. Multimedia Computing and Networking 1995, (IS&T/SPIE's Symposium on Electronic Imaging: Science and Technology), SPIE vol. 2417, San Jose, CA, Feb. 1995, pp. 78-89.

354. "Using Rate Staggering to Store Scalable Video Data in A Disk-Array-Based Video Server", (with M-S. Chen and D. Kandlur), Proc. Multimedia Computing and Networking 1995, (IS&T/SPIE's Symposium on Electronic Imaging: Science and Technology), SPIE vol. 2417, San Jose, CA, Feb. 1995, pp. 338-345.

355. "On Parallel Transaction Processing in A Coupled System", (with M-S. Chen, T.H. Yang and T.S. Liu), Proc. 1994 Intl. Conf. on Parallel and Distributed Systems, Hsinchu, Taiwan, Dec. 1994.

356. "Multiversion Divergence Control of Time Fuzziness", (with C. Pu, M.K. Tsang and K-L. Wu), 3rd Intl. ACM Conf. on Information and Knowledge Management, Gaithersburg, Maryland, Nov. 1994, pp. 195-202.

357. "Combining Replication and Parity Approaches for Fault-Tolerant Disk Arrays", (with C.-S. Li, M-S. Chen and H.-I. Hsiao), Proc. 6th IEEE Symposium on Parallel and Distributed Processing, Dallas, TX, Oct. 1994, pp. 360-367.

358. "Support for Fully Interactive Playout in Disk-Array-Based Video Server", (with M-S. Chen and D. Kandlur), Proc. ACM Multimedia '94, SF, CA, Oct. 1994, pp. 391-398.

359. "On Index Selection Schemes for Nested Object Hierarchies", (with S. Chawathe and M-S. Chen), Proc. 20th Intl. Conference on Very Large Data Bases, Santiago, Chile, Sept. 1994, pp. 331-341.

360. "Dynamic Parity Grouping for Improving Write Performance of RAID-5 Disk Arrays", (with K.L. Wu and A. Dan), Proc. 23rd Intl. Conf. on Parallel Processing, St. Charles, IL, Aug. 1994, pp. II-193-II-196.

361. "Scheduling Parallelizable Tasks to Minimize Average Response Time", (with J. Turek, W. Ludwig, J.L. Wolf, L. Fleischer, P. Tiwari, J. Glasgow and U. Schwiegelshohn), Proc. 6th Annual ACM Symposium on Parallel Algorithms and Architectures, Cape May, NJ, June 1994, pp. 200-209.

362. "Processor Allocation and Hash Filtering for Parallel Execution of Hash Joins", (with H-I. Hsiao and M-S. Chen), Proc. ACM SIGMOD Conference, May 1994, Minneapolis, MN, pp. 185-196.

363. "On the Optimal Scheduling of Multiple Queries in a Parallel Processing Database Environment", (with J.L. Wolf, J. Turek and M-S. Chen), Proc. 1994 ACM SIGMETRICS Conference, May 1994, Nashville, Tennessee, pp. 45-55.

364. "Asymptotic Performance of a Buffer Model in a Data Sharing Environment", (with A. Bittan and Y.A. Kogan), Proc. 1994 ACM SIGMETRICS Conference, May 1994, Nashville, Tennessee, pp. 67-76.

365. "Data Placement and Buffer Management for Concurrent Mergesorts with Parallel Prefetching", (with K.L. Wu and J.Z. Teng), Proc. 10th IEEE Intl. Conf. on Data Engineering, Houston, TX, Feb. 1994, pp. 418-427.

366. "Scheduling Parallel Tasks to Minimize Average Response Time", (with J. Turek, U. Schwiegelshohn and J.L. Wolf), Proc. 5th Annual ACM-SIAM Symposium on Discrete Algorithms, Arlington, Virginia, Jan. 1994, pp. 112-121.

367. "Processor Allocation for Parallel Execution of Hash Joins", (with H-I. Hsiao and M-S. Chen), Proc. 1993 Intl. Conf. on Parallel and Distributed Systems, Taipei, Taiwan, Dec. 1993, pp. 196-203.

368. "On All-to-All Broadcasting for Distributed Systems", (with M-S. Chen and J-C. Chen), Proc. 1993 Intl. Conf. on Parallel and Distributed Systems, Taipei, Taiwan, Dec. 1993, pp. 358-365.

369. "An Analytical Model of Reconstruction Time in Mirrored Disks", (with A. Merchant), Proc. Performance 93, Rome, Italy, Sept. 1993, pp. 109-128.

370. "Applying Hash Filters to Improving The Execution of Bushy Trees", (with M-S. Chen and H-I. Hsiao), Proc. 19th Intl. Conference on Very Large Data Bases, Dublin, Ireland, Aug. 1993, pp. 505-516.

371. "Optimization of the Grouped Sweeping Scheduling (GSS) with Heterogeneous Multi-media Streams", (with M.S. Chen and D. Kandlur), Proc. ACM Multimedia '93, Anaheim, CA, Aug. 1993, pp. 235-242.

372. "On Optimal Processor Allocation to Support Pipelined Hash Joins", (with M-L. Lo, M-S. Chen and C.V. Ravishankar), Proc. ACM SIGMOD Conference, Washington D.C., May 1993, pp. 69-78.

373. "Decentralized Consensus Protocols with Multiport Communication", (with M-S. Chen and K.L. Wu), Proc. 13th IEEE Intl. Conference on Distributed Computing Systems, Pittsburgh, PA, May 1993, pp. 356-365.

374. "Distributed Divergence Control for Epsilon Serializability", (with C. Pu, W. Hseush, G. Kaiser and K.L. Wu), Proc. 13th IEEE Intl. Conference on Distributed Computing Systems, Pittsburgh, PA, May 1993, pp. 449-456.

375. "Performance Comparisons of Thrashing Control Policies for Concurrent Mergesorts with Parallel Prefetching", (with K.L. Wu and J. Teng), Proc. 1993 ACM SIGMETRICS Conference, Santa Clara, CA, May 1993, pp. 171-182.

376. "Dynamic Finite Versioning: An Effective Versioning Approach to Concurrent Transaction and Query Processing", (with K.L. Wu and M-S. Chen), Proc. 9th IEEE Intl. Conf. on Data Engineering, Vienna, Austria, April 1993, pp. 577-586.

377. "Database Access Characterization for Buffer Hit Prediction", (with A. Dan and J-Y. Chung), Proc. 9th IEEE Intl. Conf. on Data Engineering, Vienna, Austria, April 1993, pp. 134-143.

378. "Performance Analysis of A Dual Striping Strategy for Replicated Disk Arrays", (with A. Merchant), Proc. 2nd Intl. Conf. on Parallel and Distributed Information Systems, San Diego, CA, Jan. 1993, pp. 148-157.

379. "Issues in the Design of Multi-server File Systems to Cope with Load skew", (with D. Sitaram and A. Dan), Proc. 2nd Intl. Conf. on Parallel and Distributed Information Systems, San Diego, CA, Jan. 1993, pp. 214-223.

380. "Impact of Workload Partitionability on the Performance of Coupling Architectures for Transaction Processing", (with A. Dan), Proc. 4th IEEE Symposium on Parallel and Distributed Processing, Arlington, TX, Dec. 1992, pp. 40-49.

381. "On Designing Decentralized Consensus Protocols", (with M-S. Chen and K.L. Wu), Proc. Intl. Computer Symposium, Taichung, Taiwan, Dec. 1992, pp. 1174-1181.

382. "Performance Comparison of Active-sender and Active-receiver Policies for Distributed Caching", (with C. Pu, D. Florissi, P. Soares and K.-L. Wu), Proc. Symposium on High Performance Distributed Computing, Syracuse, NY, Sept. 1992, pp. 218-227.

383. "LRU-Based Replication Strategies in a LAN Remote Caching Architecture", (with A. Leff and J.L Wolf), Proc. 17th Annual Conference on Local Computer Networks, Minneapolis, MN, Sept. 1992, pp. 244-253.

384. "Distributed Object Replication Strategies for a Remote Caching Architecture", (with A. Leff and J.L. Wolf), Proc. 21st Intl. Conf. on Parallel Processing, St. Charles, IL, Aug. 1992, pp. II-114-II-123.

385. "Using Segmented Right-Deep Trees for the Execution of Pipelined Hash Joins", (with M.-S. Chen, M.-L. Lo, and H.C. Young), Proc. 18th Intl. Conference on Very Large Data Bases, Vancouver, Canada, Aug. 1992, pp. 15-26.

386. "Design and Modeling of Clustered RAID", (with A. Merchant), Proc. 22nd Annual Intl. Symposium on Fault Tolerant Computing, Boston, MA, July 1992, pp. 140-149.

387. "Approximate Algorithms for Scheduling Parallelizable Tasks", (with J.T. Turek and J.L. Wolf), Proc. 4th Annual ACM Symposium on Parallel Algorithms and Architectures, San Diego, CA, June 1992, pp. 323-332.

388. "Performance Analysis of Coherency Control Policies through Lock Retention", (with A. Dan), Proc. ACM SIGMOD Conference, San Diego, CA, June 1992, pp. 114-123.

389. "Performance Analysis of Dynamic Finite Versioning for Concurrent Transaction and Query Processing", (with A. Merchant, K.L. Wu and M-S. Chen), Proc. 1992 ACM SIGMETRICS Conference, Newport, RI, June 1992, pp. 103-111.

390. "Scheduling Parallelizable Tasks: Putting It All on the Shelf", (with J.T. Turek, J.L. Wolf and K. Pattipati), Proc. 1992 ACM SIGMETRICS Conference, Newport, RI, June 1992, pp. 225-236.

391. "Characterization of Database Access Skew in a Transaction Processing Environment", (with A. Dan), Proc. 1992 ACM SIGMETRICS Conference, Newport, RI, June 1992, pp. 251-252.

392. "Efficient Decentralized Consensus Protocols in A Distributed Computing System", (with M-S. Chen and K.L. Wu), Proc. 12th IEEE Intl. Conference on Distributed Computing Systems, Yokohama, Japan, June 1992, pp. 426-433.

393. "A Comparison of Regression-based Load Sharing Strategies for Distributed Database Environments", (with A. Leff), Proc. 12th IEEE Intl. Conference on Distributed Computing Systems, Yokohama, Japan, June 1992, pp. 98-107.

394. "Scheduling and Processor Allocation for Parallel Execution of Multi-join Queries", (with M-S. Chen and K.L. Wu), Proc. 8th IEEE Intl. Conf. on Data Engineering, Tempe, AZ, Feb. 1992, pp. 58-67.

395. "Divergence Control for Epsilon-serializability", (with K.L. Wu and C. Pu), Proc. 8th Intl. Conf. on Data Engineering, Tempe, AZ, Feb. 1992, pp. 506-515.

396. "Effect of System Dynamics on Coupling Architectures for Transaction Processing", (with A. Dan), Proc. 8th IEEE Intl. Conf. on Data Engineering, Tempe, AZ, Feb. 1992, pp. 458-469.

397. "Comparative Performance of Parallel Join Algorithms", (with J.L. Wolf, D.M. Dias and J.T. Turek), 1st Intl. Conf. on Parallel and Distributed Information Systems, Miami Beach, FL, Dec. 1991, pp. 78-88.

398. "Policies for Efficient Resource Utilization in a Remote Caching Architecture", (with A. Leff and J.L. Wolf), 1st Intl. Conf. on Parallel and Distributed Information Systems, Miami Beach, FL, Dec. 1991, pp. 198-207.

399. "Optimal All-To-ALL Broadcasting Schemes in Distributed Systems", (with M-S. Chen and K.L. Wu), 1st Intl. Conf. on Parallel and Distributed Information Systems, Miami Beach, FL, Dec. 1991, pp. 253-260.

400. "Comparisons of the Impact of Coupling Architectures on the Performance of Transaction Processing Systems", (with A. Dan), 4th Intl. Workshop on High Performance Transaction System, Pacific Grove, CA, Sept. 1991.

401. "Performance Analysis of Optimistic Concurrency Control Schemes with Different Rerun Policies", (with D. Dias), Proc. 15th IEEE Annual Intl. Computer Software & Applications Conference, Tokyo, Japan, Sept. 1991, pp. 294-300.

402. "Dynamic Load Sharing in the Presence of Information Obsolescence in Distributed Database Environments", (with A. Leff), Proc. 20th Intl. Conf. on Parallel Processing, St. Charles, IL, Aug. 1991, pp. II-91-II-98.

403. "Performance Comparisons of Buffer Coherency Policies", (with A. Dan), Proc. 11th Intl. Conference on Distributed Computing Systems, Arlington, TX, May 1991, pp. 208-217

404. "Analytic Modeling of a Hierarchical Buffer for a Data Sharing Environment", (with A. Dan and D.M. Dias), Proc. 1991 ACM SIGMETRICS Conference, San Diego, CA, May 1991, pp. 156-167.

405. "An Effective Algorithm for Parallelizing Hash Joins in the Presence of Data Skew", (with J.L. Wolf, D.M. Dias and J.J. Turek), Proc. 7th IEEE Intl. Conf. on Data Engineering, Kobe, Japan, April 1991, pp. 200-209.

406. "Determining Beneficial Semi-joins for A Join Sequence in Distributed Query Processing", (with M-S. Chen), Proc. 7th IEEE Intl. Conf. on Data Engineering, Kobe, Japan, April 1991, pp. 50-58.

407. "Optimal Buffer Allocation in A Multi-query Environment", (with D. Cornell), Proc. 7th IEEE Intl. Conf. on Data Engineering, Kobe, Japan, April 1991, pp. 622-631.

408. "On Workload Characterization of Relational Database Environments", (with H. Heiss, S. Lee and M-S. Chen), Proc. 16th Computer Measurement Group Conference, Orlando, FL, Dec. 1990, pp. 235-244.

409. "The Effect of Skewed Data Access on Buffer Hits and Data Contention in a Data Sharing Environment", (with A. Dan and D.M. Dias), Proc. 16th Intl. Conference on Very Large Data Bases, Brisbane, Australia, Aug. 1990, pp. 419-431.

410. "Using Join Operations as Reducers in Distributed Query Processing", (with M-S. Chen), Proc. 2nd IEEE Intl. Symposium on Databases in Parallel and Distributed Systems, Dublin, Ireland, July 1990, pp. 116-123.

411. "An Effective Algorithm for Parallelizing Sort-Merge Joins in the Presence of Data Skew", (with J.L. Wolf and D.M. Dias), Proc. 2nd IEEE Intl. Symposium on Databases in Parallel and Distributed Systems, Dublin, Ireland, July 1990, pp. 103-115.

412. "Using Combination of Join and Semi-join Operations for Distributed Query Processing", (with M-S. Chen), Proc. 10th IEEE Intl. Conference on Distributed Computing Systems, Paris, France, June 1990, pp. 328-335.

413. "Impact of Large Memory on the Performance of Optimistic Concurrency Control Schemes", (with D.M. Dias), Proc. PARBASE-90: Intl. Conference on Databases, Parallel Architectures and their Applications, Miami Beach, FL, March 1990, pp. 86-90.

414. "Concurrency Control Using Locking with Deferred Blocking", (with D.M. Dias), Proc. 6th IEEE Intl. Conf. on Data Engineering, Los Angeles, CA, Feb. 1990, pp. 30-36.

415. "Database Buffer Model for the Data Sharing Environment", (with A. Dan and D.M. Dias), Proc. 6th IEEE Intl. Conf. on Data Engineering, Los Angeles, CA, Feb. 1990, pp. 538-544.

416. "Performance Comparison of Concurrency Control Protocols for Transaction Processing Systems with Regional Locality", (with B. Ciciani and D.M. Dias), Proc. 8th IEEE Symposium on Reliable Distributed Systems, Seattle, WA, Oct. 1989, pp. 112-118.

417. "Integration of Buffer Management and Query Optimization In Relational Database Environment", (with D.W. Cornell), Proc. 15th Intl. Conference on Very Large Data Bases, Amsterdam, Netherlands, Aug. 1989, pp. 247-255.

418. "Adaptive Selection of Access Path and Join Method", (with Y.H. Lee), Proc. 13th IEEE Annual Intl. Computer Software & Applications Conference, Orlando, FL, Sept. 1989, pp. 250-256.

419. "Analysis of Parallel Processing Architectures for Database Systems", (with M.S. Lakshmi), Proc. 19 Intl. Conf. on Parallel Processing, St. Charles, IL, Aug. 1989, pp. I-83-I-90.

420. "Adaptive Transaction Routing in A Heterogeneous Database Environment", (with A. Leff and Y.H. Lee), Proc. 9th IEEE Intl. Conference on Distributed Computing Systems, Newport Beach, CA, June 1989, pp. 406-413.

421. "Performance of Optimistic Concurrency Control Schemes for Systems with Large Memory", (with D.M. Dias), 1989 ACM SIGMETRICS, Berkeley, CA, May 1989, pp.238.

422. "Limiting Factors of Join Performance on Parallel Processors", (with M.S. Lakshmi), Proc. 5th IEEE Intl. Conf. on Data Engineering, Los Angeles, CA, Feb. 1989, pp. 488-496.

423. "Robust Transaction Routing in Distributed Database Systems", (with Y.H. Lee and A. Leff), Proc. IEEE Intl. Symposium on Database in Parallel and Distributed Systems, Austin, TX, Dec. 1988, pp. 210-219.

424. "Effect of Skew on Join Performance in Parallel Architectures", (with M.S. Lakshmi), Proc. IEEE Intl. Symposium on Database in Parallel and Distributed Systems, Austin, TX, Dec. 1988, pp. 107-120.

425. "Load Sharing in Hybrid Distributed-Centralized Database Systems", (with B. Ciciani and D.M. Dias), Proc. 8th IEEE Intl. Conference on Distributed Computing Systems, San Jose, CA, June, 1988, pp. 274-281.

426. "Site Assignment for Relations and Join Operations in the Distributed Transaction Processing Environment", (with D.W. Cornell), Proc. 4th IEEE Intl. Conf. on Data Engineering, Los Angeles, CA, Feb. 1988, pp. 100-108.

427. "A Hybrid Data Sharing - Data Partitioning Architecture For Transaction Processing", (with J.L. Wolf, D.M. Dias and B.R. Iyer), Proc. 4th IEEE Intl. Conf. on Data Engineering, Los Angeles, CA, Feb. 1988, pp. 520-527.

428. "On Centralized versus Geographically Distributed Database Systems", (with D.M. Dias and B.T. Bennett), Proc. 7th IEEE Intl. Conference on Distributed Computing Systems, Berlin, FGR, Sept. 1987, pp. 64-71.

429. "Relation Assignment in Distributed Transaction Processing Environment", (with D.W. Cornell), Proc. 7th IEEE Intl. Conference on Distributed Computing Systems, Berlin, FGR, Sept. 1987, pp. 50-55.

430. "Design and Analysis of Integrated Concurrency-Coherency Controls", (with D.M. Dias, B.R. Iyer and J.T. Robinson), Proc. 13th Intl. Conference on Very Large Data Bases, Brighton, England, Sept. 1987, pp. 463-471.

431. "VLSI Circuit Testing Using An Adaptive Optimization Model", (with C.M. Krishna and Y.H. Lee), Proc. 24th Design Automation Conference, Miami, FL, June 1987, pp. 399-406.

432. "A Vertical Partitioning Algorithm for Relational Databases", (with D.W. Cornell), Proc. 3rd IEEE Intl. Conf. on Data Engineering, Los Angeles, CA, Feb. 1987, pp. 30-35.

433. "Analysis of Recovery Protocols in Distributed On-line Transaction Processing Systems", (with B.R. Iyer and Y.H. Lee), Proc. Real Time System Symposium, New Orleans, LA, Dec. 1986, pp. 226-233.

434. "On Dynamic Load Sharing and Transaction Routing", (with S. Balsamo and Y.H. Lee), Proc. International Computer Symposium '86, Tainan, Taiwan, Dec. 1986.

435. "Performability Analysis of Operation Modes of Configurable Duplex Systems", (with B.R. Iyer and D.M. Dias), Proc. 1986 Fall Joint Computer Conference, Dallas, TX, Nov. 1986, pp. 785-796.

436. "Dynamic Load Sharing in Distributed Database Systems", (with S. Balsamo and Y.H. Lee), Proc. 1986 Fall Joint Computer Conference, Dallas, TX, Nov. 1986, pp. 675-683.

437. "On Affinity Based Routing in Multi-system Data Sharing", (with D.W. Cornell, D.M. Dias and B.R. Iyer), Proc. 12th Intl. Conference on Very Large Data Bases, Kyoto, Japan, Aug. 1986, pp. 249-256.

438. "On Coupling Many Small Systems for Transaction Processing", (with D.M. Dias and B.R. Iyer), Proc. 13th Intl. Symposium on Computer Architecture, Tokyo, Japan, June 1986, pp. 104-110.

439. "On Coupling Partitioned Database Systems", (with D.W. Cornell, D.M. Dias and A. Thomasian), Proc. 6th IEEE Intl. Conference on Distributed Computing Systems, Boston, MA, May 1986, pp. 148-157.

440. "Analysis of Multi-system Function Request Shipping", (with D.W. Cornell and D.M. Dias), Proc. 2nd IEEE Intl. Conference on Data Engineering, Los Angeles, CA, Feb. 1986, pp. 282-291.

441. "Transaction Recovery in Distributed DB/DC Systems: A Progressive Approach", (with B.R. Iyer and Y.H. Lee), Proc. 5th Symposium on Reliability in Distributed Software and Database Systems, Los Angeles, CA, Jan. 1986, pp. 207-214.

442. "Distributed Concurrency Control Analysis for Data Sharing", (with D.M. Dias, J.T. Robinson, B.R. Iyer and D.W. Cornell), Proc. 11th Computer Measurement Group Conference, Dallas, TX, Dec. 1985, pp. 13-20.

443. "Modeling of Centralized Concurrency Control in a Multi-system Environment", (with D.M. Dias, J.T. Robinson, B.R. Iyer and D.W. Cornell), Performance Evaluation Review 13,2 (Proc. 1985 ACM SIGMETRICS Conference), pp. 183-191.

444. "A New Type of Hybrid ARQ Scheme for Error Control in Data Communication Systems and Its Performance Analysis", (with S. Lin), Proc. IEEE International Symposium on Information Theory, Les Arcs, France, June 1982.

445. "A Hybrid ARQ Scheme with Parity Retransmission for Error Control of Satellite Channels", (with S. Lin), Proc. NTC'81, New Orleans, LA, Dec. 1981.

446. "An Efficient Selective Repeat ARQ for Satellite Channel", (with S. Lin), Proc. IEEE ICC'80, Seattle, WA, June 1980, 4.6.1-4.6.6.

447. "An Effective Error Control Scheme for Satellite Communications", (with S. Lin), Proc. IEEE ICC'79, Boston, MA, June 1979, pp. 41.5.1-41.5.6.

448. "The Distribution of Passage Time for A Class of Queueing Networks: Closed, Open, or Mixed with Different Classes of Customers", TIMS/ORSA, New Orleans, LA, April 1979.

449. "Performance Analysis of Distributed Computer Systems", (with M.J. Flynn), Proc. of the Sixth Texas Conference on Computing Systems, Austin, TX, November 1977.

 
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