Intelligent Data Analysis by Michael R Berthold

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Intelligent Data Analysis by Michael R Berthold

Regular price $11.53
Condition - Very Good
1 In stock
Regular price $11.53
Condition - Very Good
1 In stock

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Summary

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.

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Intelligent Data Analysis by Michael R Berthold

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 topics of rule induction methods, neural networks, fuzzy logic, and stochastic search methods. The book concludes with a chapter on Visualization and a higher-level overview of the IDA processes, which illustrates the breadth of application of the presented ideas.

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 of topics and ensured that this remains the key text for surveying the field. The twelve chapters which make up the book provide an academically rigorous and concise to the key methodologies which make up the discipline. … In all this is a comprehensive survey of the field, and will appeal to graduate and post-graduate students, researchers and academics seeking an overview of the theoretical tools available for intelligently analyzing large, complex data sets." (TechBookReport, November, 2003)

SKU CIN3540430601VG
ISBN 13 9783540430605
ISBN 10 3540430601
Title Intelligent Data Analysis
Author Michael R Berthold
Condition Very Good
Publisher Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Year published 2003-03-19
Number of pages 515
Cover note Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
Note This is a used book - there is no escaping the fact it has been read by someone else and it will show signs of wear and previous use. Overall we expect it to be in very good condition, but if you are not entirely satisfied please get in touch with us