Data Mining: Theories, Algorithms, and Examples - Brossura

Libro 22 di 40: Human Factors and Ergonomics

Ye, Nong

 
9781138073661: Data Mining: Theories, Algorithms, and Examples
Brossura
ISBN 10: 1138073660 ISBN 13: 9781138073661
Casa editrice: CRC Press, 2017

Sinossi

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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Informazioni sull?autore

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

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
CRC Press
Data di pubblicazione
2017
Lingua
Inglese
ISBN 10 
1138073660
ISBN 13 
9781138073661
Rilegatura
Copertina flessibile
Numero edizione
1
Numero di pagine
352
Contatto del produttore
non disponibile
Persona responsabile
gpsr@libri.de
gpsr@libri.de

Friedensallee 273
Hamburg
22763
Germania

Altre edizioni note dello stesso titolo

9781439808382: Data Mining: Theories, Algorithms, and Examples

Edizione in evidenza

ISBN 10:  1439808384 ISBN 13:  9781439808382
Casa editrice: CRC Press, 2013
Rilegato