Accumulated cost based test-cost-sensitive attribute reduction

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

Volumn 6743 LNAI, Issue , 2011, Pages 244-247

  He, Huaping ^a   Min, Fan ^b  

^a SICHUAN UNIVERSITY OF SCIENCE AND ENGINEERING   (China)

^b MINNAN NORMAL UNIVERSITY   (China)

Author keywords

accumulated cost; attribute reduction test cost; Cost sensitive learning

Indexed keywords

ACCUMULATED COST; ATTRIBUTE REDUCTION; ATTRIBUTE SIGNIFICANCE; COST-SENSITIVE LEARNING; DATA SETS; PERFORMANCE IMPROVEMENTS; TEST COST;

ALGORITHMS; FUZZY SETS; GRANULAR COMPUTING; ROUGH SET THEORY; STATISTICAL TESTS; COSTS; DATA MINING; TESTING;

COST REDUCTION;

EID: 79960322164     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-21881-1_39     Document Type: Conference Paper

References (7)

1. Pawlak, Z.: Rough sets. International Journal of Computer and Information Sciences 11, 341-356 (1982)
2. Zhang, W., Mi, J., Wu, W.: Knowledge reductions in inconsistent information systems. Chinese Journal of Computers 26(1), 12-18 (2003)
3. Zhu, W., Wang, F.Y.: Reduction and axiomization of covering generalized rough sets. Information Sciences 152(1), 217-230 (2003)
4. Min, F., Liu, Q.: A hierarchical model for test-cost-sensitive decision systems. Information Sciences 179(14), 2442-2452 (2009)
5. Min, F., He, H., Qian, Y., Zhu, W.: Test-cost-sensitive attribute reduction. Submitted to Information Sciences (2011)
6. Turney, P.D.: Cost-sensitive classification: Empirical evaluation of a hybrid genetic decision tree induction algorithm. Journal of Artificial Intelligence Research 2, 369-409 (1995)
7. Blake, C.L., Merz, C.J.: UCI repository of machine learning databases (1998), http://www.ics.uci.edu/~mlearn/mlrepository.html