Data Mining: Know It All - Micheline Kamber,Toby J Teorey,Jiawei Han,Dorian Pyle,Mamdouh Refaat,Xia Jiang,Eibe Frank,Markus Schneider,Ralf Hartmut Güting,Richard E Neapolitan,Th
Micheline Kamber, Toby J Teorey, Jiawei Han, Dorian Pyle, Mamdouh Refaat, Xia Jiang, Eibe Frank, Markus Schneider, Ralf Hartmut Güting, Richard E Neapolitan, Th
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This book brings all of the elements of data mining together in a single volume, saving the reader the time and expense of making multiple purchases. It consolidates both introductory and advanced topics, thereby covering the gamut of data mining and machine learning tactics ? from data integration and pre-processing, to fundamental algorithms, to optimization techniques and web mining methodology. The prop ... Full description
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Description
This book brings all of the elements of data mining together in a single volume, saving the reader the time and expense of making multiple purchases. It consolidates both introductory and advanced topics, thereby covering the gamut of data mining and machine learning tactics ? from data integration and pre-processing, to fundamental algorithms, to optimization techniques and web mining methodology. The proposed book expertly combines the finest data mining material from the Morgan Kaufmann portfolio. Individual chapters are derived from a select group of MK books authored by the best and brightest in the field. These chapters are combined into one comprehensive volume in a way that allows it to be used as a reference work for those interested in new and developing aspects of data mining. This book represents a quick and efficient way to unite valuable content from leading data mining experts, thereby creating a definitive, one-stop-shopping opportunity for customers to receive
More Information
| Author | Micheline Kamber, Toby J Teorey, Jiawei Han, Dorian Pyle, Mamdouh Refaat, Xia Jiang, Eibe Frank, Markus Schneider, Ralf Hartmut Güting, Richard E Neapolitan, Th |
|---|---|
| Publisher | Elsevier Science |
| Release year | 2008 |
| Cover type | Hardcover |
| EAN | 9780123746290 |