Call for Papers
The 2007 International Workshop on
High Performance Data Mining and Application (HPMDA'07)
held in conjunction with The 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2007)
Nanjing, China, May 22-25, 2007
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Over the years data is being collected and stored at an unprecedented rate in almost all fields of human endeavor from scientific research to economic activities. To achieve efficient mining of useful information from the data available, parallel hardware platforms, clusters and large-scale distributed computing infrastructures, such as computational grid and peer-to-peer systems, are widely used by data mining communities. This also poses challenges on the design of parallel and distributed algorithms for data mining. This workshop will address high performance data mining
methods and applications from both algorithmic and system perspectives.
TOPICS: We welcome original papers on all aspects of high performance data mining. Topics of interest include but are not limited to:
Parallel or distributed mining
Cluster-based data mining algorithms and systems
Grid-based data mining algorithms and systems
Peer-to-Peer based data mining algorithms and systems
Data mining algorithms and systems based on parallel hardware platforms, including shared-memory systems (SMPs), distributed-memory systems, etc.
Resource and location aware data mining algorithms and systems
Data mining in mobile and ad hoc environments
Data mining in sensor networks
Data mining in distributed security and privacy
High performance stream data mining and management
Integration of mining with databases and data warehousing
Applications of parallel and distributed data mining in business, science, engineering, medicine, and other disciplines.
IMPORTANT DATES:
Submission deadline: January 5, 2007
Acceptacne Notification: February 5, 2007
Camera-ready Deadline: February 20, 2007
Workshop Date: May 22~25, 2007
PAPER SUBMISSION:
Submitting a paper to the workshop means that if the paper is accepted, at least one author should attend the workshop to present the paper. For no-show authors, their affiliations will receive a notification.
PAPER PUBLICATION:
The workshop proceedings will be published by Springer LNCS/LNAI after workshop is finished (indexed by SCI-E).
ORGANIZING COMMITTEES:
General Co-Chairs
Mohammed J. Zaki
Department of Computer Science
Rensselaer Polytechnic Institute, USA
Yi Pan
Department of Computer Science
Georgia State University, USA
Program Co-chairs
Chao Xie
Department of Computer Science
Georgia State University, USA
Jieyue He
Southeast University, China
Program Committee
For further questions regarding
paper submission and the
workshop, please contact the
conference coordinator (
HPDMA07@cs.gsu.edu).
