Data Mining and Knowledge Discovery Approaches Based on Rule Induction Techniques

Data Mining and Knowledge Discovery Approaches Based on Rule Induction Techniques
Author: Evangelos Triantaphyllou
Publisher: Springer Science & Business Media
Total Pages: 784
Release: 2006-09-10
Genre: Computers
ISBN: 0387342966


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This book outlines the core theory and practice of data mining and knowledge discovery (DM & KD) examining theoretical foundations for various methods, and presenting an array of examples, many drawn from real-life applications. Most theoretical developments are accompanied by extensive empirical analysis, offering a deep insight into both theoretical and practical aspects of the subject. The book presents the combined research experiences of 40 expert contributors of world renown.


Data Mining and Knowledge Discovery Approaches Based on Rule Induction Techniques
Language: en
Pages: 784
Authors: Evangelos Triantaphyllou
Categories: Computers
Type: BOOK - Published: 2006-09-10 - Publisher: Springer Science & Business Media

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This book outlines the core theory and practice of data mining and knowledge discovery (DM & KD) examining theoretical foundations for various methods, and pres
Data Mining
Language: en
Pages: 601
Authors: Krzysztof J. Cios
Categories: Computers
Type: BOOK - Published: 2007-10-05 - Publisher: Springer Science & Business Media

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This comprehensive textbook on data mining details the unique steps of the knowledge discovery process that prescribes the sequence in which data mining project
Data Mining and Knowledge Discovery Handbook
Language: en
Pages: 1378
Authors: Oded Maimon
Categories: Computers
Type: BOOK - Published: 2006-05-28 - Publisher: Springer Science & Business Media

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Data Mining and Knowledge Discovery Handbook organizes all major concepts, theories, methodologies, trends, challenges and applications of data mining (DM) and
Data Mining and Knowledge Discovery via Logic-Based Methods
Language: en
Pages: 371
Authors: Evangelos Triantaphyllou
Categories: Computers
Type: BOOK - Published: 2010-06-08 - Publisher: Springer Science & Business Media

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The importance of having ef cient and effective methods for data mining and kn- ledge discovery (DM&KD), to which the present book is devoted, grows every day a
Mathematical Methods for Knowledge Discovery and Data Mining
Language: en
Pages: 394
Authors: Felici, Giovanni
Categories: Computers
Type: BOOK - Published: 2007-10-31 - Publisher: IGI Global

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"This book focuses on the mathematical models and methods that support most data mining applications and solution techniques, covering such topics as associatio