Book Details

Learning Classifier Systems in Data Mining

Publication year: 2008

ISBN: 978-3-540-78979-6

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Just over thirty years after Holland first presented the outline for Learning Classifier System paradigm, the ability of LCS to solve complex real-world problems is becoming clear. In particular, their capability for rule induction in data mining has sparked renewed interest in LCS. This book brings together work by a number of individuals who are demonstrating their good performance in a variety of domains.


Subject: Engineering, classification, clustering, cognition, data mining, evolution, evolutionary computation, fuzzy logic, knowledge, knowledge discovery, learning, machine learning, modeling, proving, robotics, supervised learning