Automating the Design of Data Mining Algorithms: An Evolutionary Computation Approach / Edition 1

Automating the Design of Data Mining Algorithms: An Evolutionary Computation Approach / Edition 1

by Gisele L. Pappa, Alex A. Freitas
     
 

This unique text seeks to automate the design of a data mining algorithm. It first overviews data mining and evolutionary algorithms then discusses the design of a new genetic programming system for automating the design of full rule induction algorithms.

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Overview

This unique text seeks to automate the design of a data mining algorithm. It first overviews data mining and evolutionary algorithms then discusses the design of a new genetic programming system for automating the design of full rule induction algorithms.

Product Details

ISBN-13:
9783642025402
Publisher:
Springer Berlin Heidelberg
Publication date:
10/01/2009
Series:
Natural Computing Series
Edition description:
2010
Pages:
187
Product dimensions:
6.20(w) x 9.20(h) x 0.80(d)

Meet the Author

Table of Contents

Data Mining.- Evolutionary Algorithms.- Genetic Programming for Classification and Algorithm Design.- Automating the Design of Rule Induction Algorithms.- Computational Results on the Automatic Design of Full Rule Induction Algorithms.- Directions for Future Research on the Automatic Design of Data Mining Algorithms.

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