Decomposition Methodology For Knowledge Discovery And Data Mining: Theory And Applications

Name: Decomposition Methodology For Knowledge Discovery And Data Mining: Theory And Applications
Brand: World Scientific Publishing Co Pte Ltd
SKU: 9789812560797
Price: 2757 CZK
Availability: InStock

Autor: Oded Z. Maimon, Lior Rokach

Jazyk:

Vazba: Pevná

Vydavatel: World Scientific Publishing Co Pte Ltd

Dostupnost: 50 % šance

Prohledáme celý svět

2 757 Kč

Data Mining is the science and technology of exploring data in order to discover previously unknown...

Informace o knize

Autor

Oded Z. Maimon, Lior Rokach

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2005

Stránek

344

EAN

9789812560797

ISBN

9812560793

Enbook ID

05067941

Vydavatel

World Scientific Publishing Co Pte Ltd

Hmotnost

636

Rozměry

158 x 234 x 24

Kompletní popis

Data Mining is the science and technology of exploring data in order to discover previously unknown patterns. It is a part of the overall process of Knowledge Discovery from Databases (KDD). The accessibility and abundance of information today makes data mining a matter of considerable importance and necessity. This book provides an introduction to the field with an emphasis on advanced decomposition methods in general data mining tasks and for classification tasks in particular. The book presents a complete methodology for decomposing classification problems into smaller and more manageable sub-problems that are solvable by using existing tools, and then joining them together to solve the initial problem. The benefits of decomposition methodology in data mining include: increased performance (classification accuracy), conceptual simplification of the problem, enhanced feasibility with huge databases, clearer and more comprehensible results, reduced runtime by solving smaller problems and by using parallel/distributed computation, and the opportunity of using different techniques for individual sub-problems.

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také

Nejčastěji hledané

Categories

Authors

Publishers

Produkty

Produkty

Nejčastěji hledané

Categories

Authors

Publishers

Produkty

Produkty

Decomposition Methodology For Knowledge Discovery And Data Mining: Theory And Applications

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také