Combinatorial Machine Learning

Name: Combinatorial Machine Learning
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783642209949
Price: 584.36 RON
Availability: InStock

A Rough Set Approach

Autor: Mikhail Moshkov, Beata Zielosko

Limbă:

Legare: Copertă tare

Editura: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Disponibilitate: În depozitul extern în cantități mici

Expediem în 13-18 zile

584.36 lei

Decision trees and decision rule systems are widely used in different applications§as algorithms for...

Informații despre carte

Autor

Mikhail Moshkov, Beata Zielosko

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2011

Pagini

182

EAN

9783642209949

ISBN

3642209947

Enbook ID

01657965

Editura

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Greutate

1000

Dimensiuni

155 x 235 x 20

Descriere completă

Decision trees and decision rule systems are widely used in different applications§as algorithms for problem solving, as predictors, and as a way for§knowledge representation. Reducts play key role in the problem of attribute§(feature) selection. The aims of this book are (i) the consideration of the sets§of decision trees, rules and reducts; (ii) study of relationships among these§objects; (iii) design of algorithms for construction of trees, rules and reducts;§and (iv) obtaining bounds on their complexity. Applications for supervised§machine learning, discrete optimization, analysis of acyclic programs, fault§diagnosis, and pattern recognition are considered also. This is a mixture of§research monograph and lecture notes. It contains many unpublished results.§However, proofs are carefully selected to be understandable for students.§The results considered in this book can be useful for researchers in machine§learning, data mining and knowledge discovery, especially for those who are§working in rough set theory, test theory and logical analysis of data. The book§can be used in the creation of courses for graduate students.

S-ar putea să te intereseze

Cele mai căutate

Categories

Authors

Publishers

Produse

Produse

Cele mai căutate

Categories

Authors

Publishers

Produse

Produse

Combinatorial Machine Learning

A Rough Set Approach

Informații despre carte

Descriere completă

S-ar putea să te intereseze