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诸葛曹操

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[交流] Call For Papers: Foundations on Data Mining (FDM05)

FDM05-Call For Papers

Workshop on Foundations of Data Mining(FDM05)
(In conjunction with the fifth IEEE International Conference on Data
Mining (ICDM2005))

New Orleans, USA
November 27, 2005

URL: http://www.mathcs.sjsu.edu/faculty/tylin/ICDM05

Data Mining has been developed, though vigorously, under rather ad hoc
and vague concepts.
For further development, a close examination on its foundations seems
necessary.
Though the long term goal of Foundation of Data Mining is to improve
data mining,
the immediate goal is to understand or clarify the current data mining
practices
and the general mathematical mechanics of data mining.

The central goal in this workshop is to explore various fundamental
issues of data mining.
However, recent investigation seems pointing that semantic issues
should be emphasized.

The workshop will focus on, but not limited to, the following topics

1. Theory of High Dimensional Data Mining and Discovery
2. Similarity and Dissimilarity of Learning and Discovery
3. Logical Foundation of Data Mining and Text Mining
4. Modeling of Data Mining and Text Mining
5. Theory of Patterns (Patterns could be data, analytic functions,
Turing machines)
6. Sampling and Complexity Reduction
7. Uncertainty in Data Mining and Discovery
8. Theory of Web Intelligence
9. Foundation of Unstructured Data Clustering
10. Modeling of Data Mining in Grid Computing Environments
11. Modeling of Data Stream Mining
13. Modeling of Data Mining in Bioinformatics
14. Other New and Novel Approaches

The examination of foundations may lead to new research directions


Important Dates

Submission date:  Aug 25, 2005
Notice of acceptance:  Sep 15, 2005
Camera Ready Manuscript:  October 5, 2005
Workshop date: November 27, 2005


Paper Submissions
Send PDF, PS (or MS word) files to tylin@cs.sjsu.edu,
yxie2@kennesaw.edu.

[ Last edited by 幻影无痕 on 2006-11-20 at 16:18 ]
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