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Volumn 72, Issue 1-3 SPEC. ISS., 2006, Pages 379-391

Rough sets for handling imbalanced data: Combining filtering and rule-based classifiers

Author keywords

Class Imbalance; Classification; Data Mining; Knowledge Discovery; Rough Sets; Rule Induction

Indexed keywords

ALGORITHMS; DATA MINING; DATA PROCESSING; DATA STRUCTURES; INFORMATION TECHNOLOGY; PROBLEM SOLVING;

EID: 33747062126     PISSN: 01692968     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Conference Paper
Times cited : (18)

References (28)
  • 1
  • 2
    • 27144531570 scopus 로고    scopus 로고
    • A study of the behavior of several methods for balancing machine learning training data
    • Batista G., Prati R., Monard M.: A study of the behavior of several methods for balancing machine learning training data. ACM SIGKDD Explorations Newsletter, 6(1), 2004, 20-29
    • (2004) ACM SIGKDD Explorations Newsletter , vol.6 , Issue.1 , pp. 20-29
    • Batista, G.1    Prati, R.2    Monard, M.3
  • 11
    • 27744463461 scopus 로고    scopus 로고
    • December
    • An extended version of this study has been published in Journal of Intelligent Manufacturing, 16 (6), December 2005, 565-575.
    • (2005) Journal of Intelligent Manufacturing , vol.16 , Issue.6 , pp. 565-575
  • 19
    • 0028202408 scopus 로고
    • Representation design and Brute-force induction in a Boening manufacturing fomain
    • Riddle P., Segal R., Etzioni O.: Representation design and Brute-force induction in a Boening manufacturing fomain. Applied Artificial Intelligence Journal, 8, 1994, 125-147.
    • (1994) Applied Artificial Intelligence Journal , vol.8 , pp. 125-147
    • Riddle, P.1    Segal, R.2    Etzioni, O.3
  • 20
    • 0036948440 scopus 로고    scopus 로고
    • Application of rule induction and rough sets to verification of magnetic resonance diagnosis
    • Slowinski K., Stefanowski J., Siwinski D.: Application of rule induction and rough sets to verification of magnetic resonance diagnosis, Fundamenta Informaticae, 53 (3/4), 2002, 345-363.
    • (2002) Fundamenta Informaticae , vol.53 , Issue.3-4 , pp. 345-363
    • Slowinski, K.1    Stefanowski, J.2    Siwinski, D.3
  • 25
  • 27
    • 20844458491 scopus 로고    scopus 로고
    • Mining with rarity: A unifying framework
    • Weiss G.M.: Mining with rarity: a unifying framework. ACM SIGKDD Explorations Newsletter, 6(1), 2004, 7-19.
    • (2004) ACM SIGKDD Explorations Newsletter , vol.6 , Issue.1 , pp. 7-19
    • Weiss, G.M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.