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1

Guest editorial: special issue on temporal data mining: theory, algorithms and applications

Tao Li, Chang-Shing Perng, Sheng Ma

Journal:

Data Mining and Knowledge Discovery

Year:

2008

Language:

english

File:

PDF, 51 KB

english, 2008

2

Temporal Coupling Verification in Time Series Databases

Chang-Shing Perng, D. Stott Parker

Journal:

Journal of Intelligent Information Systems

Year:

2000

Language:

english

File:

PDF, 99 KB

english, 2000

3

[IEEE 2012 IEEE International Conference on Services Computing (SCC) - Honolulu, HI, USA (2012.06.24-2012.06.29)] 2012 IEEE Ninth International Conference on Services Computing - Self-Adaptive Cloud Capacity Planning

Jiang, Yexi, Perng, Chang-shing, Li, Tao, Chang, Rong

Year:

2012

Language:

english

File:

PDF, 608 KB

english, 2012

4

Demand-driven frequent itemset mining using pattern structures

Haixun Wang, Chang-Shing Perng, Sheng Ma, Philip S. Yu

Journal:

Knowledge and Information Systems

Year:

2005

Language:

english

File:

PDF, 1.09 MB

english, 2005

5

[ACM Press the ninth ACM SIGKDD international conference - Washington, D.C. (2003.08.24-2003.08.27)] Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '03 - Data-driven validation, completion and construction of event relationship networks

Perng, Chang-Shing, Thoenen, David, Grabarnik, Genady, Ma, Sheng, Hellerstein, Joseph

Year:

2003

Language:

english

File:

PDF, 261 KB

english, 2003

6

Cloud Analytics for Capacity Planning and Instant VM Provisioning

Yexi Jiang,, Chang-Shing Perng,, Tao Li,, Chang, R. N.

Journal:

IEEE Transactions on Network and Service Management

Year:

2013

Language:

english

File:

PDF, 703 KB

english, 2013

7

[IEEE 2012 IEEE/IFIP Network Operations and Management Symposium (NOMS 2012) - Maui, HI (2012.04.16-2012.04.20)] 2012 IEEE Network Operations and Management Symposium - Universal economic analysis methodology for IT transformations

Chang-Shing Perng,, Rong Chang,, Tao Tao,, So, E., Mihwa Choi,, Shaikh, H.

Year:

2012

Language:

english

File:

PDF, 154 KB

english, 2012

8

[IEEE 2013 IEEE International Conference on Web Services (ICWS) - Santa Clara, CA, USA (2013.06.28-2013.07.3)] 2013 IEEE 20th International Conference on Web Services - Ranking Services by Service Network Structure and Service Attributes

Zhou, Yang, Liu, Ling, Perng, Chang-Shing, Sailer, Anca, Silva-Lepe, Ignacio, Su, Zhiyuan

Year:

2013

Language:

english

File:

PDF, 271 KB

english, 2013

9

[IEEE Comput. Soc IEEE Computer Society Bioinformatics Conference - Stanford, CA, USA (14-16 Aug. 2002)] Proceedings. IEEE Computer Society Bioinformatics Conference - An index structure for pattern similarity searching in DNA microarray data

Haixun Wang,, Chang-Shing Perng,, Wei Fan,, Yu, P.S.

Year:

2002

Language:

english

File:

PDF, 1.59 MB

english, 2002

10

[IEEE 2012 IEEE/IFIP Network Operations and Management Symposium (NOMS 2012) - Maui, HI (2012.04.16-2012.04.20)] 2012 IEEE Network Operations and Management Symposium - Intelligent cloud capacity management

Yexi Jiang,, Chang-Shing Perng,, Tao Li,, Rong Chang,

Year:

2012

Language:

english

File:

PDF, 247 KB

english, 2012

11

[ACM Press Proceeding of the 17th ACM conference - Napa Valley, California, USA (2008.10.26-2008.10.30)] Proceeding of the 17th ACM conference on Information and knowledge mining - CIKM '08 - Dual encryption for query integrity assurance

Wang, Haixun, Yin, Jian, Perng, Chang-shing, Yu, Philip S.

Year:

2008

Language:

english

File:

PDF, 372 KB

english, 2008

12

[IEEE 2012 IEEE World Congress on Services (SERVICES) - Honolulu, HI, USA (2012.06.24-2012.06.29)] 2012 IEEE Eighth World Congress on Services - The Future of Service Marketplaces in the Cloud

Akolkar, Rahul, Chefalas, Tom, Laredo, Jim, Perng, Chang-Shing, Sailer, Anca, Schaffa, Frank, Silva-Lepe, Ignacio, Tao, Tao

Year:

2012

Language:

english

File:

PDF, 771 KB

english, 2012

13

[IEEE Comput. Soc 2002 IEEE International Conference on Data Mining. ICDM 2002 - Maebashi City, Japan (9-12 Dec. 2002)] 2002 IEEE International Conference on Data Mining, 2002. Proceedings. - User-directed exploration of mining space with multiple attributes

Chang-Shing Perng,, Haixun Wang,, Sheng Ma,, Hellerstein, J.L.

Year:

2002

Language:

english

File:

PDF, 475 KB

english, 2002

14

[IEEE IEEE International Conference on Services Computing (SCC 2007) - Salt Lake City, UT, USA (2007.07.9-2007.07.13)] IEEE International Conference on Services Computing (SCC 2007) - QoS-Aware Optimization of Composite-Service Fulfillment Policy

Zhang, Chun, Chang, Rong N., Perng, Chang-Shing, So, Edward, Tang, Chunqiang, Tao, Tao

Year:

2007

Language:

english

File:

PDF, 253 KB

english, 2007

15

[IEEE 2005 9th IFIP/IEEE International Symposium on Integrated Network Management, 2005. IM 2005. - Nice, France (15-19 May 2005)] 2005 9th IFIP/IEEE International Symposium on Integrated Network Management, 2005. IM 2005. - Data-driven monitoring design of service level and resource utilization

Chang-shing Perng,, Sheng Ma,, Lin, S., Thoenen, D.

Year:

2005

Language:

english

File:

PDF, 472 KB

english, 2005

16

[IEEE Comput. Soc 2001 IEEE International Conference on Data Mining - San Jose, CA, USA (29 Nov.-2 Dec. 2001)] Proceedings 2001 IEEE International Conference on Data Mining - FARM: a framework for exploring mining spaces with multiple attributes

Chang-Shing Perng,, Haixun Wang,, Sheng Ma,, Hellerstein, J.L.

Year:

2001

Language:

english

File:

PDF, 681 KB

english, 2001

17

[IEEE 2007 10th IFIP/IEEE International Symposium on Integrated Network Management - Munich, Germany (2007.05.21-2007.05.25)] 2007 10th IFIP/IEEE International Symposium on Integrated Network Management - Mining Infrastructure Data for System Management Optimization

Perng, Chang-shing, Guo, Shang

Year:

2007

Language:

english

File:

PDF, 4.37 MB

english, 2007

18

[IEEE Comput. Soc 2002 IEEE International Conference on Data Mining. ICDM 2002 - Maebashi City, Japan (9-12 Dec. 2002)] 2002 IEEE International Conference on Data Mining, 2002. Proceedings. - Progressive and interactive analysis of event data using event miner

Sheng Ma,, Hellerstein, J.L., Chang-shing Perng,, Grabarnik, G.

Year:

2002

Language:

english

File:

PDF, 338 KB

english, 2002

19

[IEEE 2014 IEEE International Congress on Big Data (BigData Congress) - Anchorage, AK, USA (2014.6.27-2014.7.2)] 2014 IEEE International Congress on Big Data - An Effective Integrated Method for Learning Big Imbalanced Data

Ghanavati, Mojgan, Wong, Raymond K., Chen, Fang, Wang, Yang, Perng, Chang-Shing

Year:

2014

Language:

english

File:

PDF, 495 KB

english, 2014

20

[IEEE 2008 IEEE International Conference on Web Services (ICWS) - Beijing, China (2008.09.23-2008.09.26)] 2008 IEEE International Conference on Web Services - A Temporal Data-Mining Approach for Discovering End-to-End Transaction Flows

Wang, Ting, Perng, Chang-shing, Tao, Tao, Tang, Chungqiang, So, Edward, Zhang, Chun, Chang, Rong, Liu, Ling

Year:

2008

Language:

english

File:

PDF, 263 KB

english, 2008

21

[IEEE 2009 IEEE International Conference on Services Computing - Bangalore, India (2009.09.21-2009.09.25)] 2009 IEEE International Conference on Services Computing - An Optimal Capacity Planning Algorithm for Provisioning Cluster-Based Failure-Resilient Composite Services

Zhang, Chun, Chang, Rong N., Perng, Chang-shing, So, Edward, Tang, Chungqiang, Tao, Tao

Year:

2009

Language:

english

File:

PDF, 404 KB

english, 2009

22

[ACM Press the 20th ACM international conference - Glasgow, Scotland, UK (2011.10.24-2011.10.28)] Proceedings of the 20th ACM international conference on Information and knowledge management - CIKM '11 - LogSig

Tang, Liang, Li, Tao, Perng, Chang-Shing

Year:

2011

Language:

english

File:

PDF, 558 KB

english, 2011

23

[IEEE 2011 IEEE 11th International Conference on Data Mining (ICDM) - Vancouver, BC, Canada (2011.12.11-2011.12.14)] 2011 IEEE 11th International Conference on Data Mining - ASAP: A Self-Adaptive Prediction System for Instant Cloud Resource Demand Provisioning

Jiang, Yexi, Perng, Chang-shing, Li, Tao, Chang, Rong

Year:

2011

Language:

english

File:

PDF, 262 KB

english, 2011

24

[IEEE 2012 IEEE 9th International Conference on e-Business Engineering (ICEBE) - Hangzhou, China (2012.09.9-2012.09.11)] 2012 IEEE Ninth International Conference on e-Business Engineering - Methodology and Tool Design for Building Return on Investment Models for IT Transformations

Perng, Chang-Shing, Chang, Rong

Year:

2012

Language:

english

File:

PDF, 628 KB

english, 2012

25

[IEEE Sixth International Conference on Data Mining (ICDM'06) - Hong Kong, China (2006.12.18-2006.12.22)] Sixth International Conference on Data Mining (ICDM'06) - Fast Relevance Discovery in Time Series

Perng, Chang-shing, Wang, Haixun, Ma, Sheng

Year:

2006

Language:

english

File:

PDF, 190 KB

english, 2006

26

[ACM Press the 20th ACM international conference - Glasgow, Scotland, UK (2011.10.24-2011.10.28)] Proceedings of the 20th ACM international conference on Information and knowledge management - CIKM '11 - Natural event summarization

Jiang, Yexi, Perng, Chang-Shing, Li, Tao

Year:

2011

Language:

english

File:

PDF, 1.02 MB

english, 2011

27

Mining associations by pattern structure in large relational tables

Haixun Wang, Chang-shing Perng, Sheng Ma, P. Yu

Year:

2002

Language:

english

File:

PDF, 481 KB

english, 2002

28

[IEEE 2008 IEEE International Conference on Services Computing (SCC) - Honolulu, HI, USA (2008.07.7-2008.07.11)] 2008 IEEE International Conference on Services Computing - Leveraging Service Composition Relationship to Improve CPU Demand Estimation in SOA Environments

Zhang, Chun, Chang, Rong N., Perng, Chang-Shing, So, Edward, Tang, Chunqiang, Tao, Tao

Year:

2008

Language:

english

File:

PDF, 252 KB

english, 2008

29

KDD-2006 workshop report: Theory and Practice of Temporal Data Mining

Li, Tao, Perng, Chang-shing

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2006

Language:

english

File:

PDF, 52 KB

english, 2006

30

Discovery in multi-attribute data with user-defined constraints

Perng, Chang-Shing, Wang, Haixun, Ma, Sheng, Hellerstein, Joseph L.

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2002

Language:

english

File:

PDF, 498 KB

english, 2002

31

CSM

Jiang, Yexi, Perng, Chang-Shing, Sailer, Anca, Silva-Lepe, Ignacio, Zhou, Yang, Li, Tao

Journal:

ACM Transactions on Intelligent Systems and Technology

Year:

2016

Language:

english

File:

PDF, 1.61 MB

english, 2016

32

Fast ordering of large categorical datasets for visualization

Beygelzimer, Alina, Perng, Chang-Shing, Ma, Sheng

Journal:

Intelligent Data Analysis

Year:

2002

File:

PDF, 335 KB

2002