Minimal attribute space bias for attribute reduction

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

Volumn 4481 LNAI, Issue , 2007, Pages 379-386

  Min, Fan ^a   Du, Xianghui ^a   Qiu, Hang ^a   Liu, Qihe ^a  

^a UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA   (China)

Author keywords

Attribute reduction; Bias; Rule set; Space coverage

Indexed keywords

DATA STRUCTURES; DATABASE SYSTEMS; DECISION TABLES; LEARNING SYSTEMS;

ATTRIBUTE REDUCTION; ATTRIBUTE SPACE; SPACE COVERAGE;

ROUGH SET THEORY;

EID: 37249051816     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-72458-2_47     Document Type: Conference Paper

References (10)

1. Zhong, N., Dong, J.: Using rough sets with heuristics for feature selection. Journal of Intelligent Information Systems, 16 (2001) 199-214
2. Pawlak, Z.: Rough sets. International Journal of Computer and Information Sciences 11 (1982) 341-356
3. Pawlak, Z.: Some issues on rough sets. In Peters, J.F., Skowron, A., GrzymalaBusse, J.W., Kostek, B., Swiniarski, R.W., Szczuka, M.S., eds.: Transactions on Rough Sets I. LNCS 3100. Springer-Verlag, Berlin Heidelberg (2004) 1-58
4. Zhang, W., Mi, J., Wu, W.: Knowledge reductions in inconsistent information systems. Chinese Journal of Computers 26(1) (2003) 12-18
5. Yao, Y., Yan, Z., Wang, J.: On reduct construction algorithms. In Wang, G., Peters, J.F., Skowron, A., Yao, Y., eds.: RSKT 2006. LNCS 4062, Berlin Heidelberg, Springer-Verlag (2006) 297-304
6. Skowron, A., Rauszer, C.: The discernibility matrices and functions in information systems. In Slowinski, R., ed.: Intelligent Decision Support-Handbook of Applications and Advances of the Rough Sets Theory. Kluwer, Academic Publishers, Dordrecht (1992) 331-362
7. Xu, C., Min, F.: Weighted reduction for decision tables. In Wang, L., Jiao, L., Shi, G., Li, X., Liu, J., eds.: FSKD 2006. LNCS 4223, Berlin Heidelberg, Springer-Verlag (2006) 246-255
8. Blake, C.L., Merz, C.J.: UCI repository of machine learning databases, http:// www.ics.uci.edu/∼mlearn/mlrepository.html (1998)
9. Bazan, J., Szczuka, M.: The RSES homepage, http://alfa.mimuw.edu.pl/ ∼rses (1994-2005)
10. Quinlan, J.R.: Induction of decision trees. Machine Learning 1 (1986) 81-106