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  • Principles of Data Mining.pdf
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<P><FONT face="Times New Roman">Principle of Data Mining

By David Hand, Heikki Mannila and Padhraic Smith</FONT></P>
<P><FONT face="Times New Roman">The MIT Press@ 2001(546) pages</FONT></P>
<P><FONT face="Times New Roman">A comprehensive, highly technical look at the math and science behind extracting useful information from large databases.</FONT></P>
<P><FONT face="Times New Roman">Chapter 1: Introduction
Chapter 2: Measurement and Data
Chapter 3: Visualizing and Exploring Data
Chapter 4: Data Analysis and Uncertainty
Chapter 5: A systematic Overviews of Data Mining Algorithm
Chapter 6: Models and Patterns
Chapter 7: Score Functions for Data Mining Algorithm
Chapter 8: Search and Optimization Method
Chapter 9: Descriptive Modeling
Chapter 10: Predictive Modeling for Classification
Chapter 11: Predictive Modeling for Regression
Chapter 12: Data Organization and Databases
Chapter 13: Finding Pattern and Rules
Chapter 14: Retrieval by Content
Appendix: Random Variables
Reference
Index
List of the Figures
List of the Tables</FONT></P>
<P><FONT face="Times New Roman">If you want the book abovementioned, please let me know..</FONT></P>
<P><FONT face="Times New Roman"></FONT></P>

[此贴子已经被作者于2005-1-12 11:39:33编辑过]



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