Incremental Rule Induction for Multicriteria and Multiattribute Classification

Jerzy Stefanowski; Marcin Żurawski

doi:10.1007/978-3-540-36562-4_33

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Title

Incremental Rule Induction for Multicriteria and Multiattribute Classification

Authors

Jerzy Stefanowski ^{[ 1 ][ P ]}
Marcin Żurawski

^{[ 1 ]} Instytut Informatyki (II), Wydział Informatyki i Zarządzania, Politechnika Poznańska | ^{[ P ]} employee

Year of publication

2003

Chapter type

paper

Publication language

english

Abstract

EN Incremental induction of decision rules within the dominance-based rough set approach to the multicriteria and multiattribute classification is discussed. We introduce an algorithm, called Glance, that incrementally induces a set of all rules from examples. We experimentally evaluate it and compare with two other algorithms, previously proposed for this kind of classification problem.

Pages (from - to)

311 - 319

DOI

10.1007/978-3-540-36562-4_33

URL

https://link.springer.com/chapter/10.1007/978-3-540-36562-4_33

Book

Intelligent Information Processing and Web Mining : proceedings of the International IIS : IIPWM'03 Conference held in Zakopane, Poland, June 2-5, 2003

Presented on

Intelligent information processing and web mining IIPWM'03, 2-5.06.2003, Zakopane, Polska

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