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Volumn 22, Issue 2, 2014, Pages 211-238

Combating discrimination using Bayesian networks

Author keywords

Bayesian network; Data mining; Discrimination discovery; Discrimination prevention

Indexed keywords

DATA MINING; DATA PROCESSING; DECISION MAKING; PROBABILITY DISTRIBUTIONS;

EID: 84900866164     PISSN: 09248463     EISSN: 15728382     Source Type: Journal    
DOI: 10.1007/s10506-014-9156-4     Document Type: Article
Times cited : (57)

References (20)
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    • 77958063401 scopus 로고    scopus 로고
    • Three naive Bayes approaches for discrimination-free classification
    • (special issue with selected papers from ECML/PKDD)
    • Calders T, Verwer S (2010) Three naive Bayes approaches for discrimination-free classification. Data Min J (special issue with selected papers from ECML/PKDD)
    • (2010) Data Min J
    • Calders, T.1    Verwer, S.2
  • 2
    • 34249832377 scopus 로고
    • A Bayesian method for the induction of probabilistic networks from data
    • Cooper GF, Herskovits E (1991) A Bayesian method for the induction of probabilistic networks from data. Mach Learn BMIR-1991-0293
    • (1991) Mach Learn BMIR-1991-0293
    • Cooper, G.F.1    Herskovits, E.2
  • 7
    • 84886753182 scopus 로고    scopus 로고
    • Data preprocessing techniques for classification without discrimination
    • Kamiran F, Calders T (2011) Data preprocessing techniques for classification without discrimination. Knowl Inf Syst
    • (2011) Knowl Inf Syst
    • Kamiran, F.1    Calders, T.2
  • 15
    • 84900849170 scopus 로고    scopus 로고
    • A multidisciplinary survey on discrimination analysis
    • Romei A, Ruggieri S (2013) A multidisciplinary survey on discrimination analysis. Knowl Eng Rev 1-57
    • (2013) Knowl Eng Rev , pp. 1-57
    • Romei, A.1    Ruggieri, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.