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Multi-Objective Evolutionary Algorithms for Knowledge Discovery from Databases (Studies in Computational Intelligence) [Hardcover]

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Item description for Multi-Objective Evolutionary Algorithms for Knowledge Discovery from Databases (Studies in Computational Intelligence) by Ashish Ghosh...

Data Mining (DM) is the most commonly used name to describe such computational analysis of data and the results obtained must conform to several objectives such as accuracy, comprehensibility, interest for the user etc. Though there are many sophisticated techniques developed by various interdisciplinary fields only a few of them are well equipped to handle these multi-criteria issues of DM. Therefore, the DM issues have attracted considerable attention of the well established multiobjective genetic algorithm community to optimize the objectives in the tasks of DM.

The present volume provides a collection of seven articles containing new and high quality research results demonstrating the significance of Multi-objective Evolutionary Algorithms (MOEA) for data mining tasks in Knowledge Discovery from Databases (KDD). These articles are written by leading experts around the world. It is shown how the different MOEAs can be utilized, both in individual and integrated manner, in various ways to efficiently mine data from large databases.





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Item Specifications...


Pages   160
Est. Packaging Dimensions:   Length: 9.37" Width: 6.38" Height: 0.55"
Weight:   0.97 lbs.
Binding  Hardcover
Release Date   Mar 18, 2008
Publisher   Springer
ISBN  3540774661  
ISBN13  9783540774662  


Availability  87 units.
Availability accurate as of May 22, 2017 11:20.
Usually ships within one to two business days from La Vergne, TN.
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Product Categories

1Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Computer Mathematics
2Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > General
3Books > Subjects > Computers & Internet > Databases > Data Storage & Management > Data Mining
4Books > Subjects > Computers & Internet > Databases > Database Design
5Books > Subjects > Computers & Internet > Databases > Object Databases
6Books > Subjects > Computers & Internet > General
7Books > Subjects > Computers & Internet > Programming > Algorithms > General
8Books > Subjects > Professional & Technical > Professional Science > Mathematics > Applied > General
9Books > Subjects > Science > Evolution > General
10Books > Subjects > Science > General
11Books > Subjects > Science > Mathematics > Applied > General



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