메뉴 건너뛰기




Volumn 2, Issue , 2009, Pages 577-588

Measuring discrimination in socially-sensitive decision records

Author keywords

[No Author keywords available]

Indexed keywords

ASSOCIATION RULE MINING; CLASSIFICATION RULES; CONTINGENCY TABLE; DATA SETS; DISCRIMINATION ANALYSIS; ECONOMIC SCIENCE; GEOGRAPHIC AREAS; HISTORICAL DATA; QUANTITATIVE MEASURES; RULE-BASED CLASSIFIER; STATISTICAL INFERENCE; STATISTICAL SIGNIFICANCE; TRAINING DATA;

EID: 72749094725     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (142)

References (22)
  • 1
    • 0001882616 scopus 로고
    • Fast algorithms for mining association rules in large databases
    • Morgan Kaufmann
    • R. Agrawal and R. Srikant. Fast algorithms for mining association rules in large databases. In Proc. of VLDB 1994, pages 487-499. Morgan Kaufmann, 1994.
    • (1994) Proc. of VLDB , pp. 487-499
    • Agrawal, R.1    Srikant, R.2
  • 3
    • 0034554907 scopus 로고    scopus 로고
    • Simple and effective confidence intervals for proportions and differences of proportions result from adding two successes and two failures
    • A. Agresti and C. Brian. Simple and effective confidence intervals for proportions and differences of proportions result from adding two successes and two failures. The American Statistician, 54(4):280-288, 2000.
    • (2000) The American Statistician , vol.54 , Issue.4 , pp. 280-288
    • Agresti, A.1    Brian, C.2
  • 4
    • 72749103166 scopus 로고    scopus 로고
    • Australian Legislation. (a) Equal Opportunity Act - Victoria State, (b) Anti-Discrimination Act - Queensland State, 2008. http://www.austlii.edu.au.
    • Australian Legislation. (a) Equal Opportunity Act - Victoria State, (b) Anti-Discrimination Act - Queensland State, 2008. http://www.austlii.edu.au.
  • 5
    • 72749104128 scopus 로고    scopus 로고
    • European Union Legislation. (a) Racial Equality Directive, (b) Employment Equality Directive, 2008. http://ec.europa.eu/employment.social.
    • European Union Legislation. (a) Racial Equality Directive, (b) Employment Equality Directive, 2008. http://ec.europa.eu/employment.social.
  • 6
    • 0025633361 scopus 로고
    • Test statistics and sample size formulae for comparative binomial trials with null hypothesis of non-zero risk difference or non-unity relative risk
    • C. Farrington and G. Manning. Test statistics and sample size formulae for comparative binomial trials with null hypothesis of non-zero risk difference or non-unity relative risk. Stat. in Medic., 9:1447-1454, 1990.
    • (1990) Stat. in Medic , vol.9 , pp. 1447-1454
    • Farrington, C.1    Manning, G.2
  • 8
    • 0042453426 scopus 로고
    • Statistical reasoning in the legal setting
    • J. L. Gastwirth. Statistical reasoning in the legal setting. The American Statistician, 46(1):55-69, 1992.
    • (1992) The American Statistician , vol.46 , Issue.1 , pp. 55-69
    • Gastwirth, J.L.1
  • 9
    • 21144474391 scopus 로고
    • An annotated bibliography on the attributable risk
    • O. Gefeller. An annotated bibliography on the attributable risk. Biometrical J., 34:1007-1012, 1992.
    • (1992) Biometrical J , vol.34 , pp. 1007-1012
    • Gefeller, O.1
  • 11
    • 72749115663 scopus 로고    scopus 로고
    • Classification without discrimination
    • IEEE press, Accepted for publication
    • F. Kamiran and T. Calders. Classification without discrimination. In Proc. of IEEE-IC4. IEEE press, 2009. Accepted for publication.
    • (2009) Proc. of IEEE-IC4
    • Kamiran, F.1    Calders, T.2
  • 13
    • 0019573598 scopus 로고
    • Comparisons of confidence intervals for attributable risk
    • H. M. Leung and L. L. Kupper. Comparisons of confidence intervals for attributable risk. Biometrics, 37(2):293-302, 1981.
    • (1981) Biometrics , vol.37 , Issue.2 , pp. 293-302
    • Leung, H.M.1    Kupper, L.L.2
  • 14
    • 0032580377 scopus 로고    scopus 로고
    • Interval estimation for the difference between independent proportions: Comparison of eleven methods
    • R. G. Newcombe. Interval estimation for the difference between independent proportions: comparison of eleven methods. Stat. in Medic., 17:873-89, 1998.
    • (1998) Stat. in Medic , vol.17 , pp. 873-889
    • Newcombe, R.G.1
  • 16
    • 65449163899 scopus 로고    scopus 로고
    • Discrimination-aware data mining
    • ACM
    • D. Pedreschi, S. Ruggieri, and F. Turini. Discrimination-aware data mining. In Proc. of KDD 2008, pages 560-568. ACM, 2008.
    • (2008) Proc. of KDD , pp. 560-568
    • Pedreschi, D.1    Ruggieri, S.2    Turini, F.3
  • 17
    • 33750867688 scopus 로고    scopus 로고
    • Approaches for dealing with small sample sizes in employment discrimination litigation
    • M. J. Piette and P. F. White. Approaches for dealing with small sample sizes in employment discrimination litigation. J. of Forensic Economics, 12:43-56, 1999.
    • (1999) J. of Forensic Economics , vol.12 , pp. 43-56
    • Piette, M.J.1    White, P.F.2
  • 18
    • 46549086822 scopus 로고    scopus 로고
    • An exact confidence set for two binomial proportions and exact unconditional confidence intervals for the difference and ratio of proportions
    • J. Reiczigel, Z. Abonyi-Tóth, and J. Singer. An exact confidence set for two binomial proportions and exact unconditional confidence intervals for the difference and ratio of proportions. Computational Statistics & Data Analysis, 52(11):5046-5053, 2008.
    • (2008) Computational Statistics & Data Analysis , vol.52 , Issue.11 , pp. 5046-5053
    • Reiczigel, J.1    Abonyi-Tóth, Z.2    Singer, J.3
  • 19
    • 48249128371 scopus 로고    scopus 로고
    • Confidence intervals for the risk ratio under inverse sampling
    • M. Tian, M. L. Tang, H. K. T. Ng, and P. S. Chan. Confidence intervals for the risk ratio under inverse sampling. Statistics in Medicine, 27:3301-3324, 2008.
    • (2008) Statistics in Medicine , vol.27 , pp. 3301-3324
    • Tian, M.1    Tang, M.L.2    Ng, H.K.T.3    Chan, P.S.4
  • 20
    • 72749086810 scopus 로고    scopus 로고
    • U.K. Legislation, (a) Sex Discrimination Act, (b) Race Relation Act, 2008. http://www.statutelaw.gov.uk.
    • U.K. Legislation, (a) Sex Discrimination Act, (b) Race Relation Act, 2008. http://www.statutelaw.gov.uk.
  • 21
    • 72749087257 scopus 로고    scopus 로고
    • U.S. Federal Legislation. (a) Equal Credit Opportunity Act, (b) Fair Housing Act, (c) Intentional Employment Discrimination, (d) Uniform guidelines on employee selection procedure, 2008. http://www.usdoj.gov.
    • U.S. Federal Legislation. (a) Equal Credit Opportunity Act, (b) Fair Housing Act, (c) Intentional Employment Discrimination, (d) Uniform guidelines on employee selection procedure, 2008. http://www.usdoj.gov.
  • 22
    • 11344262990 scopus 로고    scopus 로고
    • CPAR: Classification based on Predictive Association Rules
    • SIAM
    • X. Yin and J. Han. CPAR: Classification based on Predictive Association Rules. In Proc. of SIAM ICDM 2003. SIAM, 2003.
    • (2003) Proc. of SIAM ICDM 2003
    • Yin, X.1    Han, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.