Mathematical Tools for Data Mining

Name: Mathematical Tools for Data Mining
Brand: Springer London Ltd
SKU: 9781447171348
Price: 129.67 EUR
Availability: InStock

Set Theory, Partial Orders, Combinatorics

Autor: Dan A. Simovici, Chabane Djeraba

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer London Ltd

Dostupnosť: Skladom u dodávateľa

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129.67 €

Data mining essentially relies on several mathematical disciplines, many of which are presented in t...

Informácie o knihe

Autor

Dan A. Simovici, Chabane Djeraba

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2016

Stránok

831

EAN

9781447171348

ISBN

1447171349

Enbook ID

14166613

Vydavateľ

Springer London Ltd

Hmotnosť

1287

Rozmery

155 x 235 x 46

Kompletný popis

Data mining essentially relies on several mathematical disciplines, many of which are presented in this second edition of this book. Topics include partially ordered sets, combinatorics, general topology, metric spaces, linear spaces, graph theory. To motivate the reader a significant number of applications of these mathematical tools are included ranging from association rules, clustering algorithms, classification, data constraints, logical data analysis, etc. The book is intended as a reference for researchers and graduate students. The current edition is a significant expansion of the first edition. We strived to make the book self-contained and only a general knowledge of mathematics is required. More than 700 exercises are included and they form an integral part of the material. Many exercises are in reality supplemental material and their solutions are included.

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Mathematical Tools for Data Mining

Set Theory, Partial Orders, Combinatorics

Informácie o knihe

Kompletný popis

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