Reasoning about Data — A Rough Set Perspective

Zdzisław Pawlak

Abstract

The paper contains some considerations concerning the relationship between decision rules and inference rules from the rough set theory perspective. It is shown that decision rules can be interpreted as a generalization of the modus ponens inference rule, however there is an essential difference between these two concepts. Decision rules in the rough set approach are used to describe dependencies in data, whereas modus ponens is used in general to derive conclusions from premises.
Author Zdzisław Pawlak II
Zdzisław Pawlak,,
- The Institute of Computer Science
Pages25-34
Book Polkowski Lech, Skowron Andrzej (eds.): Rough Sets and Current Trends in Computing, Lecture Notes In Computer Science, vol. LNAI 1424, 1998, Springer, ISBN 3-540-64655-8, 625 p., DOI:10.1007/3-540-69115-4
Keywords in EnglishArtificial Intelligence (incl. Robotics), Computation by Abstract Devices, Image Processing and Computer Vision, Mathematical Logic and Formal Languages
DOIDOI:10.1007/3-540-69115-4_4
URL http://link.springer.com/chapter/10.1007/3-540-69115-4_4
Languageen angielski
Score (nominal)7
Citation count*69 (2015-03-17)
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