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Intelligent Data Analysis
Hoofdkenmerken
Auteur: Michael R. Berthold; ‎David J Hand
Titel: Intelligent Data Analysis
Uitgever: Springer Nature
ISBN: 9783540486251
ISBN boekversie: 9783540430605
Editie: 2
Prijs: € 131.88
Verschijningsdatum: 07-06-2007
Inhoudelijke kenmerken
Categorie: Computer Vision & Pattern Recognition
Taal: English
Imprint: Springer
Technische kenmerken
Verschijningsvorm: E-book
 

Inhoudsopgave:

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.
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