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Science/Engineering Principles and Theory for Data Mining and Machine Learning

Posted on 2010-03-16




Name:Science/Engineering Principles and Theory for Data Mining and Machine Learning
ASIN/ISBN:0387981349
Language:English
File size:8.1 Mb
Publish Date: 2009
ISBN: 0387981349
Pages: 798 pages
File Type: PDF
File Size: 8,1 MB
Other Info: Springer
   Science/Engineering Principles and Theory for Data Mining and Machine Learning

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Bertrand Clarke, Ernest Fokoue, Hao Helen Zhang, Principles and Theory for Data Mining and Machine Learning""

It's time for a high math level treatment of the basic techniques that are on the interface of Stats and Compsci, or data mining and machine learning more specifically. People are using these techniques and really have little idea why they work, how they inter-relate with other techniques, and what their general properties are. This is a more theoretical book on the same subject as the book on statistical learning by Hastie/Tibshirani/Friedman.

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