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Publications of Author

1. Chang-Shing Perng, Haixun Wang, Sylvia R. Zhang, Douglas Stott Parker Jr.
   Landmarks: a New Model for Similarity-based Pattern Querying in Time Series Databases. [Citation Graph (1, 0)][DBLP]
   ICDE, 2000, pp:33-42 [Conf]
   
2. Haixun Wang, Chang-Shing Perng, Wei Fan, Philip S. Yu
   An Index Structure for Pattern Similarity Searching in DNA Microarray Dat. [Citation Graph (0, 0)][DBLP]
   CSB, 2002, pp:256-267 [Conf]
   
3. Chang-Shing Perng, Douglas Stott Parker Jr.
   SQL/LPP+: A Cascading Query Language for Temporal Correlation Verification. [Citation Graph (0, 0)][DBLP]
   DaWaK, 1999, pp:343-352 [Conf]
   
4. Chang-Shing Perng, Douglas Stott Parker Jr.
   SQL/LPP: A Time Series Extension of SQL Based on Limited Patience Patterns. [Citation Graph (0, 0)][DBLP]
   DEXA, 1999, pp:218-227 [Conf]
   
5. Haixun Wang, Chang-Shing Perng, Wei Fan, Sanghyun Park, Philip S. Yu
   Indexing Weighted-Sequences in Large Databases. [Citation Graph (0, 0)][DBLP]
   ICDE, 2003, pp:63-74 [Conf]
   
6. Sheng Ma, Joseph L. Hellerstein, Chang-Shing Perng, Genady Grabarnik
   Progressive and Interactive Analysis of Event Data Using Event Miner. [Citation Graph (0, 0)][DBLP]
   ICDM, 2002, pp:661-664 [Conf]
   
7. Chang-Shing Perng, Haixun Wang, Sheng Ma, Joseph L. Hellerstein
   FARM: A Framework for Exploring Mining Spaces with Multiple Attributes. [Citation Graph (0, 0)][DBLP]
   ICDM, 2001, pp:449-456 [Conf]
   
8. Chang-Shing Perng, Haixun Wang, Sheng Ma, Joseph L. Hellerstein
   User-directed Exploration of Mining Space with Multiple Attributes. [Citation Graph (0, 0)][DBLP]
   ICDM, 2002, pp:394-401 [Conf]
   
9. Haixun Wang, Chang-Shing Perng, Sheng Ma, Philip S. Yu
   Mining Associations by Pattern Structure in Large Relational Tables. [Citation Graph (0, 0)][DBLP]
   ICDM, 2002, pp:482-489 [Conf]
   
10. Chang-Shing Perng, Haixun Wang, Sheng Ma
    Fast Relevance Discovery in Time Series. [Citation Graph (0, 0)][DBLP]
    ICDM, 2006, pp:1016-1020 [Conf]
    
11. Alina Beygelzimer, Chang-Shing Perng, Sheng Ma
    Fast ordering of large categorical datasets for better visualization. [Citation Graph (0, 0)][DBLP]
    KDD, 2001, pp:239-244 [Conf]
    
12. Chang-Shing Perng, David Thoenen, Genady Grabarnik, Sheng Ma, Joseph L. Hellerstein
    Data-driven validation, completion and construction of event relationship networks. [Citation Graph (0, 0)][DBLP]
    KDD, 2003, pp:729-734 [Conf]
    
13. Haixun Wang, Chang-Shing Perng
    The S²-Tree : An Index Structure for Subsequence Matching of Spatial Objects. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2001, pp:312-323 [Conf]
    
14. Carlotta Domeniconi, Chang-Shing Perng, Ricardo Vilalta, Sheng Ma
    A Classification Approach for Prediction of Target Events in Temporal Sequences. [Citation Graph (0, 0)][DBLP]
    PKDD, 2002, pp:125-137 [Conf]
    
15. Haixun Wang, Chang-Shing Perng, Philip S. Yu
    Near-Neighbor Search in Pattern Distance Spaces. [Citation Graph (0, 0)][DBLP]
    SDM, 2005, pp:- [Conf]
    
16. Joseph L. Hellerstein, Sheng Ma, Chang-Shing Perng
    Discovering actionable patterns in event data. [Citation Graph (0, 0)][DBLP]
    IBM Systems Journal, 2002, v:41, n:3, pp:475-493 [Journal]
    
17. Alina Beygelzimer, Chang-Shing Perng, Sheng Ma
    Fast ordering of large categorical datasets for visualization. [Citation Graph (0, 0)][DBLP]
    Intell. Data Anal., 2002, v:6, n:4, pp:379-395 [Journal]
    
18. Chang-Shing Perng, Douglas Stott Parker Jr.
    Temporal Coupling Verification in Time Series Databases. [Citation Graph (0, 0)][DBLP]
    J. Intell. Inf. Syst., 2000, v:15, n:1, pp:29-49 [Journal]
    
19. Haixun Wang, Chang-Shing Perng, Sheng Ma, Philip S. Yu
    Demand-driven frequent itemset mining using pattern structures. [Citation Graph (0, 0)][DBLP]
    Knowl. Inf. Syst., 2005, v:8, n:1, pp:82-102 [Journal]
    
20. Tao Li, Chang-Shing Perng
    KDD-2006 workshop report: Theory and Practice of Temporal Data Mining. [Citation Graph (0, 0)][DBLP]
    SIGKDD Explorations, 2006, v:8, n:2, pp:96-97 [Journal]
    
21. Chang-Shing Perng, Haixun Wang, Sheng Ma, Joseph L. Hellerstein
    Discovery in multi-attribute data with user-defined constraints. [Citation Graph (0, 0)][DBLP]
    SIGKDD Explorations, 2002, v:4, n:1, pp:56-64 [Journal]
    
22. Chun Zhang, Rong N. Chang, Chang-Shing Perng, Edward So, Chunqiang Tang, Tao Tao
    QoS-Aware Optimization of Composite-Service Fulfillment Policy. [Citation Graph (0, 0)][DBLP]
    IEEE SCC, 2007, pp:11-19 [Conf]
    
23. Chang-Shing Perng, Shang Guo
    Mining Infrastructure Data for System Management Optimization. [Citation Graph (0, 0)][DBLP]
    Integrated Network Management, 2007, pp:641-654 [Conf]
    
24. Chang-Shing Perng, Sheng Ma, S. Lin, David Thoenen
    Data-driven monitoring design of service level and resource utilization. [Citation Graph (0, 0)][DBLP]
    Integrated Network Management, 2005, pp:89-101 [Conf]
    
25. 
    Leveraging Service Composition Relationship to Improve CPU Demand Estimation in SOA Environments. [Citation Graph (, )][DBLP]
    
    
26. 
    An Optimal Capacity Planning Algorithm for Provisioning Cluster-Based Failure-Resilient Composite Services. [Citation Graph (, )][DBLP]
    
    
27. 
    Dual encryption for query integrity assurance. [Citation Graph (, )][DBLP]
    
    
28. 
    A Temporal Data-Mining Approach for Discovering End-to-End Transaction Flows. [Citation Graph (, )][DBLP]
    
    
29. 
    Guest editorial: special issue on temporal data mining: theory, algorithms and applications. [Citation Graph (, )][DBLP]