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Call For Papers: Foundations on Data Mining (FDM05)
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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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