Mathematical Methods for Knowledge Discovery and Data Mining

Mathematical Methods for Knowledge Discovery and Data Mining
Author: Felici, Giovanni
Publisher: IGI Global
Total Pages: 394
Release: 2007-10-31
Genre: Computers
ISBN: 1599045303

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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 association rules; Bayesian methods; data visualization; kernel methods; neural networks; text, speech, and image recognition; an invaluable resource for scholars and practitioners in the fields of biomedicine, engineering, finance, manufacturing, marketing, performance measurement, and telecommunications"--Provided by publisher.


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
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 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
Data Mining Methods for Knowledge Discovery
Language: en
Pages: 508
Authors: Krzysztof J. Cios
Categories: Computers
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

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Data Mining Methods for Knowledge Discovery provides an introduction to the data mining methods that are frequently used in the process of knowledge discovery.
Machine Learning for Data Science Handbook
Language: en
Pages: 975
Authors: Lior Rokach
Categories: Computers
Type: BOOK - Published: 2023-08-17 - Publisher: Springer Nature

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This book organizes key concepts, theories, standards, methodologies, trends, challenges and applications of data mining and knowledge discovery in databases. I