Learning Classifier Systems in Data Mining
- Author
- Larry Bull, Ester Bernadó-Mansilla, John Holmes
- Publication Year
- 2008
- Publisher
- Springer
- Language
- English
- Document Type
- Book
- Faculty / Subject Heading
- Engineering
- Download Book Read book
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.
Keywords: Engineering / Classification / Clustering / Cognition / Data mining / Evolution / Evolutionary computation / Fuzzy logic / Knowledge / Knowledge discovery / Learning / Machine learning / Modeling / Proving / Robotics / Supervised learning
