An algorithm for induction of decision rules consistent with the dominance principle

Salvatore Greco; Benedetto Matarazzo; Roman Slowinski; Jerzy Stefanowski

doi:10.1007/3-540-45554-X_37

An algorithm for induction of decision rules consistent with the dominance principle

Salvatore Greco, Benedetto Matarazzo, Roman Slowinski, Jerzy Stefanowski

Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review

Abstract

Induction of decision rules within the dominance-based rough set approach to the multiple-criteria sorting decision problem is discussed in this paper. We introduce an algorithm called DOMLEM that induces a minimal set of generalized decision rules consistent with the dominance principle. An extension of this algorithm for a variable consistency model of dominance based rough set approach is also presented.

Original language	English
Title of host publication	Rough sets and current trends in computing
Subtitle of host publication	proceedings of the second international conference
Editors	Wojciech Ziarko, Yiyu Yao
Place of Publication	Berlin, Germany
Publisher	Springer
Pages	304-313
ISBN (Print)	9783540430742
DOIs	https://doi.org/10.1007/3-540-45554-X_37
Publication status	Published - 2001

Publication series

Name	Lecture notes in computer science
Publisher	Springer
Volume	2005
ISSN (Print)	0302-9743

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10.1007/3-540-45554-X_37

http://link.springer.com/chapter/10.1007%2F3-540-45554-X_37

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Greco, S., Matarazzo, B., Slowinski, R., & Stefanowski, J. (2001). An algorithm for induction of decision rules consistent with the dominance principle. In W. Ziarko, & Y. Yao (Eds.), Rough sets and current trends in computing: proceedings of the second international conference (pp. 304-313). (Lecture notes in computer science; Vol. 2005). Springer. https://doi.org/10.1007/3-540-45554-X_37

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abstract = "Induction of decision rules within the dominance-based rough set approach to the multiple-criteria sorting decision problem is discussed in this paper. We introduce an algorithm called DOMLEM that induces a minimal set of generalized decision rules consistent with the dominance principle. An extension of this algorithm for a variable consistency model of dominance based rough set approach is also presented.",

author = "Salvatore Greco and Benedetto Matarazzo and Roman Slowinski and Jerzy Stefanowski",

year = "2001",

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language = "English",

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series = "Lecture notes in computer science",

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editor = "Wojciech Ziarko and Yiyu Yao",

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Greco, S, Matarazzo, B, Slowinski, R & Stefanowski, J 2001, An algorithm for induction of decision rules consistent with the dominance principle. in W Ziarko & Y Yao (eds), Rough sets and current trends in computing: proceedings of the second international conference. Lecture notes in computer science, vol. 2005, Springer, Berlin, Germany, pp. 304-313. https://doi.org/10.1007/3-540-45554-X_37

An algorithm for induction of decision rules consistent with the dominance principle. / Greco, Salvatore; Matarazzo, Benedetto; Slowinski, Roman et al.
Rough sets and current trends in computing: proceedings of the second international conference. ed. / Wojciech Ziarko; Yiyu Yao. Berlin, Germany: Springer, 2001. p. 304-313 (Lecture notes in computer science; Vol. 2005).

Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review

TY - CHAP

T1 - An algorithm for induction of decision rules consistent with the dominance principle

AU - Greco, Salvatore

AU - Matarazzo, Benedetto

AU - Slowinski, Roman

AU - Stefanowski, Jerzy

PY - 2001

Y1 - 2001

N2 - Induction of decision rules within the dominance-based rough set approach to the multiple-criteria sorting decision problem is discussed in this paper. We introduce an algorithm called DOMLEM that induces a minimal set of generalized decision rules consistent with the dominance principle. An extension of this algorithm for a variable consistency model of dominance based rough set approach is also presented.

AB - Induction of decision rules within the dominance-based rough set approach to the multiple-criteria sorting decision problem is discussed in this paper. We introduce an algorithm called DOMLEM that induces a minimal set of generalized decision rules consistent with the dominance principle. An extension of this algorithm for a variable consistency model of dominance based rough set approach is also presented.

U2 - 10.1007/3-540-45554-X_37

DO - 10.1007/3-540-45554-X_37

M3 - Chapter (peer-reviewed)

SN - 9783540430742

T3 - Lecture notes in computer science

SP - 304

EP - 313

BT - Rough sets and current trends in computing

A2 - Ziarko, Wojciech

A2 - Yao, Yiyu

PB - Springer

CY - Berlin, Germany

ER -

Greco S, Matarazzo B, Slowinski R, Stefanowski J. An algorithm for induction of decision rules consistent with the dominance principle. In Ziarko W, Yao Y, editors, Rough sets and current trends in computing: proceedings of the second international conference. Berlin, Germany: Springer. 2001. p. 304-313. (Lecture notes in computer science). doi: 10.1007/3-540-45554-X_37

An algorithm for induction of decision rules consistent with the dominance principle

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