Combinatorial machine learning: a rough set approach

by Moshkov, Mikhail Ju

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Title Statements

Full title :Combinatorial machine learning : a rough set approach / Mikhail Moshkov and Beata Zielosko.

Edition Statements

Publication Date:2011

Publication Statements

Publisher(s):Springer
Place of Publication:Berlin
Language:eng
Publication Date:2011

The Physical Object

Description:xiv, 181 pages : : illustrations ; : 24 cm.

Edition Identifiers

ISBN:9783642209949, 3642209947
oclc:ocn731918754
LC Classification:Q325.5
Dewey Decimal:006.31

Examples from applications -- Part I: Tools -- Sets of tests, decision rules and trees -- Bounds on complexity of tests, decision rules and trees -- Algorithms for construction of tests, decision rules and trees -- Decision tables with many-valued decisions -- Approximate tests, decision trees and rules -- Part II: Applications -- Supervised learning -- Local and global approaches to study of trees and rules -- Decision trees and rules over quasilinear information systems -- Recognition of words and diagnosis of faults.

Subjects

Apprentissage automatique Data Mining Entscheidungsbaum Entscheidungsregel Entscheidungstabelle Grobmenge Komplexitätstheorie Machine learning Maschinelles Lernen Optimierungsproblem Wissensextraktion