Kniha Mathematical Tools for Data Mining Dan A. Simovici

Mathematical Tools for Data Mining

Set Theory, Partial Orders, Combinatorics

Jazyk: Angličtina
Vazba: Pevná
Vydavatel: Springer London Ltd
Dostupnost: Skladem u dodavatele
Odesíláme za 10-13 dnů
4 111
Data mining essentially relies on several mathematical disciplines, many of which are presented in t...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Pevná
Vydáno
2014
Stránek
831
EAN
9781447164067
ISBN
1447164067
Enbook ID
02525857
Hmotnost
1394
Rozměry
239 x 164 x 49

Kompletní 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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