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portada data mining: a knowledge discovery approach
Type
Physical Book
Publisher
Year
2010
Language
English
Pages
606
Format
Paperback
Dimensions
25.4 x 17.8 x 3.2 cm
Weight
1.07 kg.
ISBN
1441941207
ISBN13
9781441941206

data mining: a knowledge discovery approach

Witold Pedrycz (Author) · Krzysztof J. Cios (Author) · Roman W. Swiniarski (Author) · Springer · Paperback

data mining: a knowledge discovery approach - Cios, Krzysztof J. ; Pedrycz, Witold ; Swiniarski, Roman W.

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Synopsis "data mining: a knowledge discovery approach"

This comprehensive textbook on data mining details the unique steps of the knowledge discovery process that prescribes the sequence in which projects should be performed, from data understanding and preprocessing to deployment of the results. This knowledge discovery approach is what distinguishes Data Mining from other texts in this area. The book provides a suite of exercises and includes links to instructional presentations. Furthermore, it contains appendices covering relevant mathematical material. The authors' experience and expertise ensure that this text will be an authoritative instructional tool. Researchers, practitioners and students are certain to consider this text an indispensable resource in successfully accomplishing the goals of their data mining projects.

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