Chang-Shing Perng

According to our database1, Chang-Shing Perng authored at least 48 papers between 1999 and 2016.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2016
CSM: A Cloud Service Marketplace for Complex Service Acquisition.
ACM Trans. Intell. Syst. Technol., 2016

2014
META: Multi-resolution Framework for Event Summarization.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

An Effective Integrated Method for Learning Big Imbalanced Data.
Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

Traffic Analysis as a Service via a Unified Model.
Proceedings of the IEEE International Conference on Services Computing, SCC 2014, Anchorage, AK, USA, June 27, 2014

2013
Cloud Analytics for Capacity Planning and Instant VM Provisioning.
IEEE Trans. Netw. Serv. Manag., 2013

Ranking Services by Service Network Structure and Service Attributes.
Proceedings of the 2013 IEEE 20th International Conference on Web Services, Santa Clara, CA, USA, June 28, 2013

2012
The Future of Service Marketplaces in the Cloud.
Proceedings of the Eighth IEEE World Congress on Services, 2012

Universal economic analysis methodology for IT transformations.
Proceedings of the 2012 IEEE Network Operations and Management Symposium, 2012

Intelligent cloud capacity management.
Proceedings of the 2012 IEEE Network Operations and Management Symposium, 2012

Methodology and Tool Design for Building Return on Investment Models for IT Transformations.
Proceedings of the Ninth IEEE International Conference on e-Business Engineering, 2012

Self-service financial control and organizational governance in cloud.
Proceedings of the 8th International Conference on Network and Service Management, 2012

Towards cloud services marketplaces.
Proceedings of the 8th International Conference on Network and Service Management, 2012

Self-Adaptive Cloud Capacity Planning.
Proceedings of the 2012 IEEE Ninth International Conference on Services Computing, 2012

2011
Economics of cloud computing for enterprise IT.
IBM J. Res. Dev., 2011

ASAP: A Self-Adaptive Prediction System for Instant Cloud Resource Demand Provisioning.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Universal economic analysis for IT transformation.
Proceedings of the 7th International Conference on Network and Service Management, 2011

LogSig: generating system events from raw textual logs.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Natural event summarization.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2009
An Optimal Capacity Planning Algorithm for Provisioning Cluster-Based Failure-Resilient Composite Services.
Proceedings of the 2009 IEEE International Conference on Services Computing (SCC 2009), 2009

2008
Guest editorial: special issue on temporal data mining: theory, algorithms and applications.
Data Min. Knowl. Discov., 2008

A Temporal Data-Mining Approach for Discovering End-to-End Transaction Flows.
Proceedings of the 2008 IEEE International Conference on Web Services (ICWS 2008), 2008

Dual encryption for query integrity assurance.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Leveraging Service Composition Relationship to Improve CPU Demand Estimation in SOA Environments.
Proceedings of the 2008 IEEE International Conference on Services Computing (SCC 2008), 2008

2007
Mining Infrastructure Data for System Management Optimization.
Proceedings of the Integrated Network Management, 2007

QoS-Aware Optimization of Composite-Service Fulfillment Policy.
Proceedings of the 2007 IEEE International Conference on Services Computing (SCC 2007), 2007

2006
KDD-2006 workshop report: Theory and Practice of Temporal Data Mining.
SIGKDD Explor., 2006

Fast Relevance Discovery in Time Series.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

2005
Demand-driven frequent itemset mining using pattern structures.
Knowl. Inf. Syst., 2005

Near-Neighbor Search in Pattern Distance Spaces.
Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

Data-driven monitoring design of service level and resource utilization.
Proceedings of the Integrated Network Management, 2005

2003
Data-driven validation, completion and construction of event relationship networks.
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

Indexing Weighted-Sequences in Large Databases.
Proceedings of the 19th International Conference on Data Engineering, 2003

2002
Discovery in multi-attribute data with user-defined constraints.
SIGKDD Explor., 2002

Fast ordering of large categorical datasets for visualization.
Intell. Data Anal., 2002

Discovering actionable patterns in event data.
IBM Syst. J., 2002

A Classification Approach for Prediction of Target Events in Temporal Sequences.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2002

Mining Associations by Pattern Structure in Large Relational Tables.
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

User-directed Exploration of Mining Space with Multiple Attributes.
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

Progressive and Interactive Analysis of Event Data Using Event Miner.
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

An Index Structure for Pattern Similarity Searching in DNA Microarray Dat.
Proceedings of the 1st IEEE Computer Society Bioinformatics Conference, 2002

2001
The S<sup>2</sup>-Tree : An Index Structure for Subsequence Matching of Spatial Objects.
Proceedings of the Knowledge Discovery and Data Mining, 2001

Fast ordering of large categorical datasets for better visualization.
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, 2001

Towards Discovery of Event Correlation Rules.
Proceedings of the 2001 IEEE/IFIP International Symposium on Integrated Network Management, 2001

FARM: A Framework for Exploring Mining Spaces with Multiple Attributes.
Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001

2000
Temporal Coupling Verification in Time Series Databases.
J. Intell. Inf. Syst., 2000

Landmarks: a New Model for Similarity-based Pattern Querying in Time Series Databases.
Proceedings of the 16th International Conference on Data Engineering, San Diego, California, USA, February 28, 2000

1999
SQL/LPP: A Time Series Extension of SQL Based on Limited Patience Patterns.
Proceedings of the Database and Expert Systems Applications, 10th International Conference, 1999

SQL/LPP+: A Cascading Query Language for Temporal Correlation Verification.
Proceedings of the Data Warehousing and Knowledge Discovery, 1999


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