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

Libro 22 de 40: Human Factors and Ergonomics

Ye, Nong

 
9781138073661: Data Mining: Theories, Algorithms, and Examples (Human Factors and Ergonomics)
Tapa blanda
ISBN 10: 1138073660 ISBN 13: 9781138073661
Editorial: CRC Press, 2017

Sinopsis

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.

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

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

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
CRC Press
Año de publicación
2017
Idioma
Inglés
ISBN 10 
1138073660
ISBN 13 
9781138073661
Encuadernación
Tapa blanda
Número de edición
1
Número de páginas
349
Contacto del fabricante
Taylor and Francis, GPSR Taylor and Francis
gpsr@taylorandfrancis.com

Taylor & Francis Verlag GmbH, Kaufingerstraße 24
München
80331
Alemania

Otras ediciones populares con el mismo título

9781439808382: Data Mining: Theories, Algorithms, and Examples (Human Factors and Ergonomics)

Edición Destacada

ISBN 10:  1439808384 ISBN 13:  9781439808382
Editorial: CRC Press, 2013
Tapa dura