Induction of decision rules and classification in the valued tolerance approach

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 2475, Issue , 2002, Pages 271-278

  Stefanowski, Jerzy ^a   Tsoukiàs, Alexis ^b  

^a POZNAN UNIVERSITY OF TECHNOLOGY   (Poland)

^b UNIVERSITÉ PARIS DAUPHINE   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ROUGH SET THEORY;

BENCHMARK DATA; CLASSIFICATION RULES; DECISION RULES; INCOMPLETE INFORMATION; INFORMATION TABLE; RULE INDUCTION ALGORITHMS; TOLERANCE APPROACH;

CLASSIFICATION (OF INFORMATION);

EID: 49249131573     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-45813-1_35     Document Type: Conference Paper

References (7)

1. Blake, C.L., Merz, C.J., UCI Repository of machine learning databases [http://www.ics.uci.edu/˜mlearn/MLRepository.html]. Irvine, CA: University of California, Department of Information and Computer Science, 1998.
2. Grzymala-Busse J. W. LERS - A system for learning from examples based on rough sets, in SElowiński R. (ed.), Intelligent Decision Support. Handbook of Applications and Advances of the Rough Sets Theory, Kluwer Academic Publishers, 1992, 3–18.
3. Pawlak Z., Rough sets. Theoretical aspects of reasoning about data. Kluwer Acad. Publs., Dordrecht, 1991.
4. Stefanowski J., On rough set based approaches to induction of decision rules, in Polkowski L., Skowron A. (eds.), Rough Sets in Data Mining and Knowledge Discovery, Physica-Verlag, 1998, 500–530.
5. Stefanowski J., Tsoukiàs A., On the extension of rough sets under incomplete information, in N. Zhong, A. Skowron, S. Ohsuga, (eds.), New Directions in Rough Sets, Data Mining and Granular-Soft Computing, Springer Verlag, LNAI 1711, Berlin, 1999, 73–81.
6. Stefanowski J., Tsoukiàs A., Valued tolerance and decision rules, in W.Ziarko, Y.Yao (eds.), Rough Sets and Current Trends in Computing, Springer Verlag, LNAI 2005, Berlin, 2001, 212–219.
7. Stefanowski J., Tsoukiàs A., Incomplete information tables and rough classification. Computational Intelligence, 2001, vol. 17, 545–566.