Download E-books Learning Classifier Systems in Data Mining (Studies in Computational Intelligence) PDF
Just over thirty years after Holland first offered the description for studying Classifier approach paradigm, the facility of LCS to unravel advanced real-world difficulties is turning into transparent. specifically, their potential for rule induction in facts mining has sparked renewed curiosity in LCS. This ebook brings jointly paintings via a couple of people who are demonstrating their solid functionality in quite a few domain names.
The first contribution is prepared as follows: to start with, the most different types of LCS are defined in a few element. a few old makes use of of LCS in info mining are then reviewed ahead of an outline of the remainder of the amount is gifted. the remainder of this ebook describes fresh study at the use of LCS commonly components of computer studying facts mining: category, clustering, time-series and numerical prediction, function choice, ensembles, and information discovery.
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