Learning Classifier Systems in Data Mining

Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Bull, Larry. (Editor), Bernadó-Mansilla, Ester. (Editor), Holmes, John. (Editor)
Format: eBook
Language:English
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2008.
Edition:1st ed. 2008.
Series:Studies in Computational Intelligence, 125
Subjects:
Online Access:https://doi.org/10.1007/978-3-540-78979-6
Table of Contents:
  • Learning Classifier Systems in Data Mining: An Introduction
  • Data Mining in Proteomics with Learning Classifier Systems
  • Improving Evolutionary Computation Based Data-Mining for the Process Industry: The Importance of Abstraction
  • Distributed Learning Classifier Systems
  • Knowledge Discovery from Medical Data: An Empirical Study with XCS
  • Mining Imbalanced Data with Learning Classifier Systems
  • XCS for Fusing Multi-Spectral Data in Automatic Target Recognition
  • Foreign Exchange Trading Using a Learning Classifier System
  • Towards Clustering with Learning Classifier Systems
  • A Comparative Study of Several Genetic-Based Supervised Learning Systems.