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

Data mining is a very active research area with many successful real-world app- cations. It consists of a set of concepts and methods used to extract interesting or useful knowledge (or patterns) from real-world datasets, providing valuable support for decision making in industry, business, governme...

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Bibliographic Details
Call Number:Libro Electrónico
Main Authors: Pappa, Gisele L. (Author), Freitas, Alex (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:Inglés
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2010.
Edition:1st ed. 2010.
Series:Natural Computing Series,
Subjects:
Data mining.
Artificial intelligence-Data processing.
Artificial intelligence.
Data Mining and Knowledge Discovery.
Data Science.
Artificial Intelligence.
Online Access:Texto Completo
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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