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Volumn , Issue , 2012, Pages 78-83

Experiments on rule induction from incomplete data using three probabilistic approximations

Author keywords

Data mining; MLEM2 rule induction algorithm; parameterized approximations; probabilistic approximations; rough set theory

Indexed keywords

ATTRIBUTE VALUES; CHARACTERISTIC SET; INCOMPLETE DATA; INCOMPLETE DATA SETS; PARAMETERIZED; PROBABILISTIC APPROXIMATION; RULE INDUCTION; RULE INDUCTION ALGORITHMS;

EID: 84875049914     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/GrC.2012.6468610     Document Type: Conference Paper
Times cited : (17)

References (15)
  • 2
    • 9444231706 scopus 로고    scopus 로고
    • Rough set strategies to data with missing attribute values
    • in conjunction with the 3-rd International Conference on Data Mining
    • J. W. Grzymala-Busse, "Rough set strategies to data with missing attribute values, "in Workshop Notes, Foundations and New Directions of Data Mining, in conjunction with the 3-rd International Conference on Data Mining, 2003, pp. 56-63.
    • (2003) Workshop Notes, Foundations and New Directions of Data Mining , pp. 56-63
    • Grzymala-Busse, J.W.1
  • 5
    • 0035414869 scopus 로고    scopus 로고
    • Incomplete information tables and rough classification
    • J. Stefanowski and A. Tsoukias, "Incomplete information tables and rough classification, "Computational Intelligence, vol. 17, no. 3, pp. 545-566, 2001.
    • (2001) Computational Intelligence , vol.17 , Issue.3 , pp. 545-566
    • Stefanowski, J.1    Tsoukias, A.2
  • 10
    • 9444240317 scopus 로고    scopus 로고
    • Data mining based on rough sets
    • J. Wang, Ed. Hershey, PA: Idea Group Publ.
    • J. W. Grzymala-Busse and W. Ziarko, "Data mining based on rough sets, "in Data Mining: Opportunities and Challenges, J. Wang, Ed. Hershey, PA: Idea Group Publ., 2003, pp. 142-173.
    • (2003) Data Mining: Opportunities and Challenges , pp. 142-173
    • Grzymala-Busse, J.W.1    Ziarko, W.2
  • 14
    • 0027543613 scopus 로고
    • Variable precision rough set model
    • W. Ziarko, "Variable precision rough set model, "Journal of Computer and System Sciences, vol. 46, no. 1, pp. 39-59, 1993.
    • (1993) Journal of Computer and System Sciences , vol.46 , Issue.1 , pp. 39-59
    • Ziarko, W.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.