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Data Mining and Knowledge Discovery with Evolutionary Algorithms [Hardcover]

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Item description for Data Mining and Knowledge Discovery with Evolutionary Algorithms by Alex A. Freitas & G. Rozenberg...

This book integrates two areas of computer science, namely data mining and evolutionary algorithms. Both these areas have become increasingly popular in the last few years, and their integration is currently an area of active research.In general, data mining consists of extracting knowledge from data. In this book we particularly emphasize the importance of discovering comprehensible, interesting knowledge, which is potentially useful for the reader for intelligent decision making.In a nutshell, the motivation for applying evolutionary algorithms to data mining is that evolutionary algorithms are robust search methods which perform a global search in the space of candidate solutions. In contrast, most rule induction methods perform a local, greedy search in the space of candidate rules. Intuitively, the global search of evolutionary algorithms can discover interesting rules and patterns that would be missed by the greedy search.



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Item Specifications...


Pages   264
Est. Packaging Dimensions:   Length: 1" Width: 6.25" Height: 9.75"
Weight:   1.15 lbs.
Binding  Hardcover
Release Date   Oct 3, 2002
Publisher   Springer
ISBN  3540433317  
ISBN13  9783540433316  


Availability  82 units.
Availability accurate as of Mar 30, 2017 02:43.
Usually ships within one to two business days from La Vergne, TN.
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More About Alex A. Freitas & G. Rozenberg


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Product Categories

1Books > Special Features > New & Used Textbooks > Computer Science & Information Systems > Algorithms
2Books > Special Features > New & Used Textbooks > Computer Science & Information Systems > Artificial Intelligence
3Books > Special Features > New & Used Textbooks > Computer Science & Information Systems > Database Storage & Design
4Books > Special Features > New & Used Textbooks > Computer Science & Information Systems > Programming Languages
5Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > General
6Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Machine Learning
7Books > Subjects > Computers & Internet > Computer Science > Software Engineering > Methodology
8Books > Subjects > Computers & Internet > Databases > Data Storage & Management > Data Mining
9Books > Subjects > Computers & Internet > Databases > General
10Books > Subjects > Computers & Internet > General
11Books > Subjects > Computers & Internet > Programming > Algorithms > General
12Books > Subjects > Computers & Internet > Programming > General



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