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Mathematical Tools for Data Mining

Name: Mathematical Tools for Data Mining
Brand: Springer London Ltd
SKU: 02525857
Price: 173.66 EUR
Availability: InStock
Author: Dan A. Simovici
ISBN: 9781447164067

Set Theory, Partial Orders, Combinatorics

Dan A. Simovici

Chabane Djeraba

Language

English

Book Hardback

Libristo code: 02525857

Publishers Springer London Ltd, April 2014

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

Libristo code: 02525857

423 b

173.66 €

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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.