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Intelligent Data Analysis: An Introduction - Michael R. Berthold, David Hand
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Michael R. Berthold, David Hand:

Intelligent Data Analysis: An Introduction - Livres de poche

ISBN: 3642077072

Paperback, [EAN: 9783642077074], Springer, Springer, Book, [PU: Springer], Springer, Intelligent Data Analysis 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, r... Full description, 404260, Artificial Intelligence, 269265, Computer Science, 71, Computing & Internet, 1025612, Subjects, 266239, Books, 269279, Information Systems, 269349, Systems Analysis & Design, 269265, Computer Science, 71, Computing & Internet, 1025612, Subjects, 266239, Books, 1035288, Data Mining, 1035284, Data Storage & Management, 269899, Databases, 71, Computing & Internet, 1025612, Subjects, 266239, Books, 269709, Algorithms, 269678, Programming, 71, Computing & Internet, 1025612, Subjects, 266239, Books, 278385, Probability & Statistics, 278320, Mathematics, 57, Science & Nature, 1025612, Subjects, 266239, Books, 570878, Statistics & Probability, 570874, Applied Mathematics, 564352, Mathematics, 564334, Scientific, Technical & Medical, 1025612, Subjects, 266239, Books, 5346501031, General, 5346499031, Computers & Internet, 52, Young Adult, 1025612, Subjects, 266239, Books

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Intelligent Data Analysis: An Introduction - Michael R. Berthold, David Hand
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Michael R. Berthold, David Hand:

Intelligent Data Analysis: An Introduction - Livres de poche

ISBN: 3642077072

Paperback, [EAN: 9783642077074], Springer, Springer, Book, [PU: Springer], Springer, Intelligent Data Analysis 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, r... Full description, 404260, Artificial Intelligence, 269265, Computer Science, 71, Computing & Internet, 1025612, Subjects, 266239, Books, 269279, Information Systems, 269349, Systems Analysis & Design, 269265, Computer Science, 71, Computing & Internet, 1025612, Subjects, 266239, Books, 1035288, Data Mining, 1035284, Data Storage & Management, 269899, Databases, 71, Computing & Internet, 1025612, Subjects, 266239, Books, 269709, Algorithms, 269678, Programming, 71, Computing & Internet, 1025612, Subjects, 266239, Books, 278385, Probability & Statistics, 278320, Mathematics, 57, Science & Nature, 1025612, Subjects, 266239, Books, 570878, Statistics & Probability, 570874, Applied Mathematics, 564352, Mathematics, 564334, Scientific, Technical & Medical, 1025612, Subjects, 266239, Books, 5346501031, General, 5346499031, Computers & Internet, 52, Young Adult, 1025612, Subjects, 266239, Books

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Intelligent Data Analysis - Michael R. Berthold
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Michael R. Berthold:
Intelligent Data Analysis - Livres de poche

2010

ISBN: 3642077072

ID: 12652649013

[EAN: 9783642077074], Neubuch, [PU: Springer Dez 2010], This item is printed on demand - Print on Demand Titel. Neuware - This monograph is a detailed introductory presentation of the key classes of intelligent data analysis (IDA) methods. The 12 coherently written chapters by leading experts provide complete coverage of the core issues. The previous edition was completely revised and a new chapter on kernel methods and support vector machines and a chapter on visualization techniques were added. The revised chapters from the original edition cover classical statistics issues, ranging from the basic concepts of probability through general notions of inference to advanced multivariate and time-series methods, and provide a detailed discussion of the increasingly important Bayesian approaches. The remaining chapters then concentrate on the area of machine learning and artificial intelligence and provide introductions to the topics of rule induction methods, neural networks, fuzzy logic, and stochastic search methods. The book concludes with a higher-level overview of the IDA processes, illustrating the breadth of application of the presented ideas. The second edition features an extensive index, which makes this volume also useful as a quick reference on the key techniques in intelligent data analysis. 528 pp. Englisch

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Intelligent Data Analysis - Michael R. Berthold
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Michael R. Berthold:
Intelligent Data Analysis - Livres de poche

2010, ISBN: 3642077072

ID: 12652649013

[EAN: 9783642077074], Neubuch, [PU: Springer Dez 2010], This item is printed on demand - Print on Demand Neuware - This monograph is a detailed introductory presentation of the key classes of intelligent data analysis (IDA) methods. The 12 coherently written chapters by leading experts provide complete coverage of the core issues. The previous edition was completely revised and a new chapter on kernel methods and support vector machines and a chapter on visualization techniques were added. The revised chapters from the original edition cover classical statistics issues, ranging from the basic concepts of probability through general notions of inference to advanced multivariate and time-series methods, and provide a detailed discussion of the increasingly important Bayesian approaches. The remaining chapters then concentrate on the area of machine learning and artificial intelligence and provide introductions to the topics of rule induction methods, neural networks, fuzzy logic, and stochastic search methods. The book concludes with a higher-level overview of the IDA processes, illustrating the breadth of application of the presented ideas. The second edition features an extensive index, which makes this volume also useful as a quick reference on the key techniques in intelligent data analysis. 528 pp. Englisch

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Intelligent Data Analysis - Michael R. Berthold; David Hand
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Michael R. Berthold; David Hand:
Intelligent Data Analysis - Livres de poche

2010, ISBN: 9783642077074

Edition reliée, ID: 14937603

An Introduction, [ED: 2], 2., Softcover reprint of hardcover 2nd ed. 2003, Softcover, Buch, [PU: Springer Berlin]

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Détails sur le livre
Intelligent Data Analysis
Auteur:

Michael R. Berthold; David J. Hand

Titre:

Intelligent Data Analysis

ISBN:

3642077072

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.

Informations détaillées sur le livre - Intelligent Data Analysis


EAN (ISBN-13): 9783642077074
ISBN (ISBN-10): 3642077072
Version reliée
Livre de poche
Date de parution: 2010
Editeur: Springer-Verlag GmbH
528 Pages
Poids: 0,886 kg
Langue: eng/Englisch

Livre dans la base de données depuis 05.02.2011 15:42:26
Livre trouvé récemment le 28.05.2016 13:28:47
ISBN/EAN: 3642077072

ISBN - Autres types d'écriture:
3-642-07707-2, 978-3-642-07707-4

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