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Intelligent Data Analysis
. Ed(S): Berthold, Michael; Hand, David J.
€ 231.98
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Description for Intelligent Data Analysis
Hardback. Contains an introduction to the key classes of intelligent data analysis methods. This book focuses on the discussion of classical statistical issues, machine learning and artificial intelligence, rule induction methods, neural networks, fuzzy logic, and stochastic search methods. Editor(s): Berthold, Michael; Hand, David J. Num Pages: 515 pages, biography. BIC Classification: PBT; UYQ. Category: (UU) Undergraduate. Dimension: 240 x 160 x 34. Weight in Grams: 1177.
This monograph is a detailed introductory presentation of 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, ranging from the basic concepts of probability, through general notions of inference, to advanced multivariate and time series methods, as well as a detailed discussion of the increasingly important Bayesian approaches and Support Vector Machines. The following chapters then concentrate on the area of machine learning and artificial intelligence and provide introductions into the ... Read more
This monograph is a detailed introductory presentation of 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, ranging from the basic concepts of probability, through general notions of inference, to advanced multivariate and time series methods, as well as a detailed discussion of the increasingly important Bayesian approaches and Support Vector Machines. The following chapters then concentrate on the area of machine learning and artificial intelligence and provide introductions into the ... Read more
Product Details
Format
Hardback
Publication date
2002
Publisher
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Germany
Number of pages
515
Condition
New
Number of Pages
515
Place of Publication
Berlin, Germany
ISBN
9783540430605
SKU
V9783540430605
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
Reviews for Intelligent Data Analysis
From the reviews of the second edition: "One excellent feature of the second addition … . This is a particularly nice overview with excellent descriptions and numerous illustrations, most in color, for a wide variety of types of visualizations. " (E. Ziegel, Technometrics, 2005) "In this second edition … have expanded the coverage ... Read more