Descrizione
This second and revised edition contains a detailed introduction to the key classes of intelligent data analysis methods. The twelve coherently written chapters by leading experts provide complete coverage of the core issues. The first half of the book is devoted to the discussion of classical statistical issues. The following chapters concentrate on machine learning and artificial intelligence, rule induction methods, neural networks, fuzzy logic, and stochastic search methods. The book concludes with a chapter on visualization and an advanced overview of IDA processes.
Dettagli del libro
Formato
Brossura
Pagine
526 pagine
Lingua
Inglese
Pubblicato
Dec 5, 2010
Editore
Springer
Edizioni
2 edizioni
ISBN-10
3642077072
ISBN-13
9783642077074