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An Algorithm for Induction of Decision Rules Consistent with the Dominance Principle

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Rough Sets and Current Trends in Computing (RSCTC 2000)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 2005))

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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.

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References

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Author information

Authors and Affiliations

  1. ߢFaculty of Economics, University of Catania, Corso Italia 55, 95 129, Catania, Italy

    Salvatore Greco & Benedetto Matarazzo

  2. Institute of Computing Science, Poznan University of Technology, 3A Piotrowo Street, 60-965, Poznan, Poland

    Roman Slowinski & Jerzy Stefanowski

Authors
  1. Salvatore Greco
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  2. Benedetto Matarazzo
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  3. Roman Slowinski
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  4. Jerzy Stefanowski
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Editor information

Editors and Affiliations

  1. Department of Computer Science, University of Regina Regina, S4S 0A2, Saskatchewan, Canada

    Wojciech Ziarko  & Yiyu Yao  & 

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© 2001 Springer-Verlag Berlin Heidelberg

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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: Ziarko, W., Yao, Y. (eds) Rough Sets and Current Trends in Computing. RSCTC 2000. Lecture Notes in Computer Science(), vol 2005. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-45554-X_37

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  • DOI: https://doi.org/10.1007/3-540-45554-X_37

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-43074-2

  • Online ISBN: 978-3-540-45554-7

  • eBook Packages: Springer Book Archive

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