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第十届亚太知识发现与数据挖掘国际会议征文

CALL FOR PAPERS

The 10th Pacific-Asia Conference on Knowledge Discovery and Data Mining
(PAKDD 2006)
April 9-12, 2006, Singapore

Conference Website
http://www.ntu.edu.sg/sce/pakdd2006/

Important Date
Paper Submission Deadline: 10 October 2005
Acceptance Notification: 15 December 2005
Camera Ready Copy Due: 10 January 2006
Workshop Proposal Deadline: 15 October 2005
Tutorial Proposal Deadline: 15 December 2005

Organizer
School of Computer Engineering, Nanyang Technological University

Co-organizer
School of Computing, National University of Singapore

Major Sponsors
Lee Foundation

Co-operating Organizations
The Japanese Society of Artificial Intelligence
Pattern Recognition and Machine Intelligence Association, Singapore

Conference Scope
The Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) is a leading international conference in the areas of data mining and knowledge discovery. It provides an international forum for researchers and industry practitioners to share their new ideas, original research results and practical development experiences from all KDD related areas including data mining, data warehousing, machine learning, databases, statistics, knowledge acquisition and automatic scientific discovery, data visualization, causal induction and knowledge-based systems.

The conference calls for research papers reporting original investigation results and industrial track papers reporting real data mining applications and system development experience. The conference also solicits proposals for tutorials on crucial technologies of knowledge discovery and data mining, and calls for workshop proposals focusing on specific new challenges and emergency issues of knowledge discovery and data mining.

The conference will award the Best Paper Award to the best full paper, and up to two Best Student Paper Awards to the best full papers with students as first authors. Each Best Student Paper Award will include a cash prize of US$500 and a certificate. PAKDD2006 will also have some grant for supporting students' travel.

A selected number of the conference accepted papers will be expanded and revised for possible inclusion in the “Knowledge and Information Systems: An International Journal” by Springer. The proceeding of the conference will be published by Springer Verlag as a volume of the LNAI series.

Paper Submission/Area of Interest
The topics of the conference papers fall into two major categories that will include but are not limited to the following:

Data Mining Foundations
* Theoretic Foundations
* Novel Algorithms
* Association Rules
* Classification and Ranking
* Clustering
* Text Mining
* Machine Learning Methods
* Statistical Methods
* Privacy Preserving Data Mining
* Parallel and Distributed Data Mining
* Interactive and Online Mining
* KDD Process and Human Interaction
* Data and Knowledge Visualization
* Knowledge Management

Data Mining in Specialized Domains
* High Dimensional Data
* Temporal Data
* Biomedical Data
* Scientific Databases
* Semi-structured/unstructured Data
* Spatial Data
* Multimedia Data
* Web Data
* Continuous Media and Video Data
* Stream Data
* Security and Intrusion Detection
* Mining Trends, Opportunities or Risks
* Integration of Data Warehousing, OLAP and Data Mining
* Graphic Model Discovery
* Software Warehouse and Software Mining

更新时间:2005-10-08
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