| 2009 |
29 | | Chun Zhang,
Rong N. Chang,
Chang-Shing Perng,
Edward So,
Chunqiang Tang,
Tao Tao:
An Optimal Capacity Planning Algorithm for Provisioning Cluster-Based Failure-Resilient Composite Services.
IEEE SCC 2009: 112-119 |
| 2008 |
28 | | Haixun Wang,
Jian Yin,
Chang-Shing Perng,
Philip S. Yu:
Dual encryption for query integrity assurance.
CIKM 2008: 863-872 |
27 | | Ting Wang,
Chang-Shing Perng,
Tao Tao,
Chunqiang Tang,
Edward So,
Chun Zhang,
Rong N. Chang,
Ling Liu:
A Temporal Data-Mining Approach for Discovering End-to-End Transaction Flows.
ICWS 2008: 37-44 |
26 | | Chun Zhang,
Rong N. Chang,
Chang-Shing Perng,
Edward So,
Chunqiang Tang,
Tao Tao:
Leveraging Service Composition Relationship to Improve CPU Demand Estimation in SOA Environments.
IEEE SCC (1) 2008: 317-324 |
25 | | Tao Li,
Chang-Shing Perng,
Sheng Ma:
Guest editorial: special issue on temporal data mining: theory, algorithms and applications.
Data Min. Knowl. Discov. 16(1): 1-3 (2008) |
| 2007 |
24 | | Chun Zhang,
Rong N. Chang,
Chang-Shing Perng,
Edward So,
Chunqiang Tang,
Tao Tao:
QoS-Aware Optimization of Composite-Service Fulfillment Policy.
IEEE SCC 2007: 11-19 |
23 | | Chang-Shing Perng,
Shang Guo:
Mining Infrastructure Data for System Management Optimization.
Integrated Network Management 2007: 641-654 |
| 2006 |
22 | | Chang-Shing Perng,
Haixun Wang,
Sheng Ma:
Fast Relevance Discovery in Time Series.
ICDM 2006: 1016-1020 |
21 | | Tao Li,
Chang-Shing Perng:
KDD-2006 workshop report: Theory and Practice of Temporal Data Mining.
SIGKDD Explorations 8(2): 96-97 (2006) |
| 2005 |
20 | | Chang-Shing Perng,
Sheng Ma,
S. Lin,
David Thoenen:
Data-driven monitoring design of service level and resource utilization.
Integrated Network Management 2005: 89-101 |
19 | | Haixun Wang,
Chang-Shing Perng,
Philip S. Yu:
Near-Neighbor Search in Pattern Distance Spaces.
SDM 2005 |
18 | | Haixun Wang,
Chang-Shing Perng,
Sheng Ma,
Philip S. Yu:
Demand-driven frequent itemset mining using pattern structures.
Knowl. Inf. Syst. 8(1): 82-102 (2005) |
| 2003 |
17 | | Haixun Wang,
Chang-Shing Perng,
Wei Fan,
Sanghyun Park,
Philip S. Yu:
Indexing Weighted-Sequences in Large Databases.
ICDE 2003: 63-74 |
16 | | Chang-Shing Perng,
David Thoenen,
Genady Grabarnik,
Sheng Ma,
Joseph L. Hellerstein:
Data-driven validation, completion and construction of event relationship networks.
KDD 2003: 729-734 |
| 2002 |
15 | | Haixun Wang,
Chang-Shing Perng,
Wei Fan,
Philip S. Yu:
An Index Structure for Pattern Similarity Searching in DNA Microarray Dat.
CSB 2002: 256-267 |
14 | | Chang-Shing Perng,
Haixun Wang,
Sheng Ma,
Joseph L. Hellerstein:
User-directed Exploration of Mining Space with Multiple Attributes.
ICDM 2002: 394-401 |
13 | | Haixun Wang,
Chang-Shing Perng,
Sheng Ma,
Philip S. Yu:
Mining Associations by Pattern Structure in Large Relational Tables.
ICDM 2002: 482-489 |
12 | | Sheng Ma,
Joseph L. Hellerstein,
Chang-Shing Perng,
Genady Grabarnik:
Progressive and Interactive Analysis of Event Data Using Event Miner.
ICDM 2002: 661-664 |
11 | | Carlotta Domeniconi,
Chang-Shing Perng,
Ricardo Vilalta,
Sheng Ma:
A Classification Approach for Prediction of Target Events in Temporal Sequences.
PKDD 2002: 125-137 |
10 | | Joseph L. Hellerstein,
Sheng Ma,
Chang-Shing Perng:
Discovering actionable patterns in event data.
IBM Systems Journal 41(3): 475-493 (2002) |
9 | | Alina Beygelzimer,
Chang-Shing Perng,
Sheng Ma:
Fast ordering of large categorical datasets for visualization.
Intell. Data Anal. 6(4): 379-395 (2002) |
8 | | Chang-Shing Perng,
Haixun Wang,
Sheng Ma,
Joseph L. Hellerstein:
Discovery in multi-attribute data with user-defined constraints.
SIGKDD Explorations 4(1): 56-64 (2002) |
| 2001 |
7 | | Chang-Shing Perng,
Haixun Wang,
Sheng Ma,
Joseph L. Hellerstein:
FARM: A Framework for Exploring Mining Spaces with Multiple Attributes.
ICDM 2001: 449-456 |
6 | | Alina Beygelzimer,
Chang-Shing Perng,
Sheng Ma:
Fast ordering of large categorical datasets for better visualization.
KDD 2001: 239-244 |
5 | | Haixun Wang,
Chang-Shing Perng:
The S2-Tree : An Index Structure for Subsequence Matching of Spatial Objects.
PAKDD 2001: 312-323 |
| 2000 |
4 | | 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.
ICDE 2000: 33-42 |
3 | | Chang-Shing Perng,
Douglas Stott Parker Jr.:
Temporal Coupling Verification in Time Series Databases.
J. Intell. Inf. Syst. 15(1): 29-49 (2000) |
| 1999 |
2 | | Chang-Shing Perng,
Douglas Stott Parker Jr.:
SQL/LPP: A Time Series Extension of SQL Based on Limited Patience Patterns.
DEXA 1999: 218-227 |
1 | | Chang-Shing Perng,
Douglas Stott Parker Jr.:
SQL/LPP+: A Cascading Query Language for Temporal Correlation Verification.
DaWaK 1999: 343-352 |