Data Mining: Theories, Algorithms, and Examples (Human Factors and Ergonomics) - Hardcover

Buch 22 von 40: Human Factors and Ergonomics

Ye, Nong

 
9781439808382: Data Mining: Theories, Algorithms, and Examples (Human Factors and Ergonomics)
Hardcover
ISBN 10: 1439808384 ISBN 13: 9781439808382
Verlag: CRC Press, 2013

Inhaltsangabe

New technologies have enabled us to collect massive amounts of data in many fields. However, our pace of discovering useful information and knowledge from these data falls far behind our pace of collecting the data. Data Mining: Theories, Algorithms, and Examples introduces and explains a comprehensive set of data mining algorithms from various data mining fields. The book reviews theoretical rationales and procedural details of data mining algorithms, including those commonly found in the literature and those presenting considerable difficulty, using small data examples to explain and walk through the algorithms.

The book covers a wide range of data mining algorithms, including those commonly found in data mining literature and those not fully covered in most of existing literature due to their considerable difficulty. The book presents a list of software packages that support the data mining algorithms, applications of the data mining algorithms with references, and exercises, along with the solutions manual and PowerPoint slides of lectures.

The author takes a practical approach to data mining algorithms so that the data patterns produced can be fully interpreted. This approach enables students to understand theoretical and operational aspects of data mining algorithms and to manually execute the algorithms for a thorough understanding of the data patterns produced by them.

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Über die Autorin bzw. den Autor

Nong Ye is Professor of Industrial Engineering at Arizona State University in Tempe.

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Verlag
CRC Press
Erscheinungsdatum
2013
Sprache
Englisch
ISBN 10 
1439808384
ISBN 13 
9781439808382
Einband
Gebundene Ausgabe
Anzahl der Seiten
329
Kontakt zum Hersteller
preigu GmbH & Co. KG
mail@preigu.de

Lengericher Landstr. 19
Osnabrück
Niedersachsen
49078
Deutschland

Weitere beliebte Ausgaben desselben Titels

9781138073661: Data Mining: Theories, Algorithms, and Examples (Human Factors and Ergonomics)

Vorgestellte Ausgabe

ISBN 10:  1138073660 ISBN 13:  9781138073661
Verlag: CRC Press, 2017
Softcover