Learning Classifier Systems in Data Mining (Studies in Computational Intelligence, 125)

ISBN 10: 3642097758 / ISBN 13: 9783642097751

Editore: Springer, 2010

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Titolo: Learning Classifier Systems in Data Mining (...

Casa editrice: Springer

Data di pubblicazione: 2010

Legatura: Brossura

Condizione: New

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Riassunto:

The ability of Learning Classifier Systems (LCS) to solve complex real-world problems is becoming clear. This book brings together work by a number of individuals who demonstrate the good performance of LCS in a variety of domains.

Contenuti:

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.