Data Mining Concepts, Models, Methods, and Algorithms

The revised and updated third edition of Data Mining contains in one volume an introduction to a systematic approach to the analysis of large data sets that integrates results from disciplines such as statistics, artificial intelligence, data bases, pattern recognition, and computer visualization. A...

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Bibliographic Details
Main Author: Kantardzic, Mehmed (Author)
Format: Book
Language:English
Published: Hoboken, New Jersey Wiley-IEEE Press 2020
Edition:Third Edition
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Summary:The revised and updated third edition of Data Mining contains in one volume an introduction to a systematic approach to the analysis of large data sets that integrates results from disciplines such as statistics, artificial intelligence, data bases, pattern recognition, and computer visualization. Advances in deep learning technology have opened an entire new spectrum of applications. The author - a noted expert on the topic - explains the basic concepts, models, and methodologies that have been developed in recent years. This new edition introduces and expands on many topics, as well as providing revised sections on software tools and data mining applications. Additional changes include an updated list of references for further study, and an extended list of problems and questions that relate to each chapter.
Physical Description:xix, 639 pages illustrations 24 cm
Bibliography:Includes bibliographical references and index
ISBN:9781119516040 (hbk)