Opis
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.
Szczegóły książki
Format
Miękka okładka
Strony
526 stron
Język
Angielski
Opublikowany
Dec 5, 2010
Wydawca
Springer
Wydania
Wydania: 2
ISBN-10
3642077072
ISBN-13
9783642077074