The 2007 International Workshop on High Performance Data Mining and Applications (HPMDA'07) http://www.cs.gsu.edu/HPDMA07/ held in conjunction with The 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2007) Nanjing, China, May 22-25, 2007
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. HPDMA'07 will address high performance data mining methods and applications from both algorithmic and system perspectives. HPDMA07 will be held at Nanjing, one of the oldest and most beautiful cities in China, in conjunction with PAKDD07.
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.
PAPER SUBMISSION: HPDMA'07 invites authors to submit original and unpublished work. Paper submissions must not exceed 12 pages, in Springer LNCS format. Please see http://www.springer.de/comp/lncs/authors.html for formatting information. Paper submission should be electronic in only PDF format. For further questions regarding paper submission and the workshop, please contact the conference coordinator (HPDMA07@cs.gsu.edu). The workshop proceedings will be published by Springer LNCS/LNAI after workshop is finished (indexed by SCI-E).
IMPORTANT DATES: Submission deadline: January 5, 2007 Acceptacne Notification: February 5, 2007 Camera-ready Deadline: February 20, 2007 Workshop Date: May 22~25, 2007
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