Chang-Shing Perng

Bing Citeseer DBLP Google Google Scholar Kosmix Wikipedia Yahoo!
Loading Google Thumbnails...
2011
35Natural event summarization. Yexi Jiang, Chang-Shing Perng, Tao Li. CIKM 2011, 765-774. Web SearchBibTeXDownload
34LogSig: generating system events from raw textual logs. Liang Tang, Tao Li, Chang-Shing Perng. CIKM 2011, 785-794. Web SearchBibTeXDownload
33Universal economic analysis for IT transformation. Chang-Shing Perng, Rong N. Chang, Tao Tao, Edward So, Mihwa Choi, Hidayatullah Shaikh. CNSM 2011, 1-4. Web SearchBibTeXDownload
32Economics of cloud computing for enterprise IT. Kirk A. Beaty, Vijay K. Naik, Chang-Shing Perng. IBM Journal of Research and Development (55): 12 (2011). Web SearchBibTeXDownload
31ASAP: A Self-Adaptive Prediction System for Instant Cloud Resource Demand Provisioning. Yexi Jiang, Chang-Shing Perng, Tao Li, Rong N. Chang. ICDM 2011, 1104-1109. Web SearchBibTeXDownload
2009
30An Optimal Capacity Planning Algorithm for Provisioning Cluster-Based Failure-Resilient Composite Services. Chun Zhang, Rong N. Chang, Chang-Shing Perng, Edward So, Chunqiang Tang, Tao Tao. IEEE SCC 2009, 112-119. Web SearchBibTeXDownload
2008
29Dual encryption for query integrity assurance. Haixun Wang, Jian Yin, Chang-Shing Perng, Philip S. Yu. CIKM 2008, 863-872. Web SearchBibTeXDownload
28Guest editorial: special issue on temporal data mining: theory, algorithms and applications. Tao Li, Chang-Shing Perng, Sheng Ma. Data Min. Knowl. Discov. (16): 1-3 (2008). Web SearchBibTeXDownload
27A Temporal Data-Mining Approach for Discovering End-to-End Transaction Flows. Ting Wang, Chang-Shing Perng, Tao Tao, Chunqiang Tang, Edward So, Chun Zhang, Rong N. Chang, Ling Liu. ICWS 2008, 37-44. Web SearchBibTeXDownload
26Leveraging Service Composition Relationship to Improve CPU Demand Estimation in SOA Environments. Chun Zhang, Rong N. Chang, Chang-Shing Perng, Edward So, Chunqiang Tang, Tao Tao. IEEE SCC (1) 2008, 317-324. Web SearchBibTeXDownload
2007
25QoS-Aware Optimization of Composite-Service Fulfillment Policy. Chun Zhang, Rong N. Chang, Chang-Shing Perng, Edward So, Chunqiang Tang, Tao Tao. IEEE SCC 2007, 11-19. Web SearchBibTeXDownload
24Mining Infrastructure Data for System Management Optimization. Chang-Shing Perng, Shang Guo. Integrated Network Management 2007, 641-654. Web SearchBibTeXDownload
2006
23Fast Relevance Discovery in Time Series. Chang-Shing Perng, Haixun Wang, Sheng Ma. ICDM 2006, 1016-1020. Web SearchBibTeXDownload
22KDD-2006 workshop report: Theory and Practice of Temporal Data Mining. Tao Li, Chang-Shing Perng. SIGKDD Explorations (8): 96-97 (2006). Web SearchBibTeXDownload
2005
21Data-driven monitoring design of service level and resource utilization. Chang-Shing Perng, Sheng Ma, S. Lin, David Thoenen. Integrated Network Management 2005, 89-101. Web SearchBibTeXDownload
20Demand-driven frequent itemset mining using pattern structures. Haixun Wang, Chang-Shing Perng, Sheng Ma, Philip S. Yu. Knowl. Inf. Syst. (8): 82-102 (2005). Cited by 5Web SearchBibTeXDownload
19Near-Neighbor Search in Pattern Distance Spaces. Haixun Wang, Chang-Shing Perng, Philip S. Yu. SDM 2005. Web SearchBibTeX
2003
18Indexing Weighted-Sequences in Large Databases. Haixun Wang, Chang-Shing Perng, Wei Fan, Sanghyun Park, Philip S. Yu. ICDE 2003, 63-74. Cited by 29Web SearchBibTeXDownload
17Data-driven validation, completion and construction of event relationship networks. Chang-Shing Perng, David Thoenen, Genady Grabarnik, Sheng Ma, Joseph L. Hellerstein. KDD 2003, 729-734. Cited by 6Web SearchBibTeXDownload
2002
16An Index Structure for Pattern Similarity Searching in DNA Microarray Dat. Haixun Wang, Chang-Shing Perng, Wei Fan, Philip S. Yu. CSB 2002, 256-267. Web SearchBibTeXDownload
15Discovering actionable patterns in event data. Joseph L. Hellerstein, Sheng Ma, Chang-Shing Perng. IBM Systems Journal (41): 475-493 (2002). Cited by 36Web SearchBibTeXDownload
14Mining Associations by Pattern Structure in Large Relational Tables. Haixun Wang, Chang-Shing Perng, Sheng Ma, Philip S. Yu. ICDM 2002, 482-489. Cited by 4Web SearchBibTeXDownload
13User-directed Exploration of Mining Space with Multiple Attributes. Chang-Shing Perng, Haixun Wang, Sheng Ma, Joseph L. Hellerstein. ICDM 2002, 394-401. Cited by 1Web SearchBibTeXDownload
12Progressive and Interactive Analysis of Event Data Using Event Miner. Sheng Ma, Joseph L. Hellerstein, Chang-Shing Perng, Genady Grabarnik. ICDM 2002, 661-664. Cited by 4Web SearchBibTeXDownload
11Fast ordering of large categorical datasets for visualization. Alina Beygelzimer, Chang-Shing Perng, Sheng Ma. Intell. Data Anal. (6): 379-395 (2002). Web SearchBibTeXDownload
10A Classification Approach for Prediction of Target Events in Temporal Sequences. Carlotta Domeniconi, Chang-Shing Perng, Ricardo Vilalta, Sheng Ma. PKDD 2002, 125-137. Web SearchBibTeXDownload
9Discovery in multi-attribute data with user-defined constraints. Chang-Shing Perng, Haixun Wang, Sheng Ma, Joseph L. Hellerstein. SIGKDD Explorations (4): 56-64 (2002). Cited by 16Web SearchBibTeXDownload
2001
8FARM: A Framework for Exploring Mining Spaces with Multiple Attributes. Chang-Shing Perng, Haixun Wang, Sheng Ma, Joseph L. Hellerstein. ICDM 2001, 449-456. Cited by 19Web SearchBibTeXDownload
7Towards Discovery of Event Correlation Rules. L. Burns, Joseph L. Hellerstein, Sheng Ma, Chang-Shing Perng, David A. Rabenhorst, David J. Taylor. Integrated Network Management 2001, 345-359. Web SearchBibTeXDownload
6Fast ordering of large categorical datasets for better visualization. Alina Beygelzimer, Chang-Shing Perng, Sheng Ma. KDD 2001, 239-244. Web SearchBibTeXDownload
5The S2-Tree : An Index Structure for Subsequence Matching of Spatial Objects. Haixun Wang, Chang-Shing Perng. PAKDD 2001, 312-323. Web SearchBibTeXDownload
2000
4Landmarks: a New Model for Similarity-based Pattern Querying in Time Series Databases. Chang-Shing Perng, Haixun Wang, Sylvia R. Zhang, Douglas Stott Parker Jr.. ICDE 2000, 33-42. Web SearchBibTeXDownload
3Temporal Coupling Verification in Time Series Databases. Chang-Shing Perng, Douglas Stott Parker Jr.. J. Intell. Inf. Syst. (15): 29-49 (2000). Web SearchBibTeXDownload
1999
2SQL/LPP+: A Cascading Query Language for Temporal Correlation Verification. Chang-Shing Perng, Douglas Stott Parker Jr.. DaWaK 1999, 343-352. Web SearchBibTeXDownload
1SQL/LPP: A Time Series Extension of SQL Based on Limited Patience Patterns. Chang-Shing Perng, Douglas Stott Parker Jr.. DEXA 1999, 218-227. Web SearchBibTeXDownload
from DBLP and Google Scholar
Developed by the Database Group at the University of Wisconsin and Yahoo! Research