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Volumn , Issue , 2013, Pages 147-157

Sample size vs. Bias in defect prediction

Author keywords

Bias; Defect prediction; Size

Indexed keywords

BIAS; DEFECT PREDICTION; EMPIRICAL SOFTWARE ENGINEERING; EXTERNAL VALIDITIES; MODEL PERFORMANCE; PREDICTION MODEL; SIMULATED DATASETS; SIZE;

EID: 84883659473     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2491411.2491418     Document Type: Conference Paper
Times cited : (116)

References (22)
  • 1
    • 71649110371 scopus 로고    scopus 로고
    • A systematic and comprehensive investigation of methods to build and evaluate fault prediction models
    • E. Arisholm, L. C. Briand, and E. B. Johannessen. A systematic and comprehensive investigation of methods to build and evaluate fault prediction models. JSS, 83(1):2-17, 2010.
    • (2010) JSS , vol.83 , Issue.1 , pp. 2-17
    • Arisholm, E.1    Briand, L.C.2    Johannessen, E.B.3
  • 5
    • 80053180611 scopus 로고    scopus 로고
    • Don't touch my code!: Examining the effects of ownership on software quality
    • T. Gyimóthy and A. Zeller, editors ACM
    • C. Bird, N. Nagappan, B. Murphy, H. Gall, and P. T. Devanbu. Don't touch my code!: examining the effects of ownership on software quality. In T. Gyimóthy and A. Zeller, editors, SIGSOFT FSE, pages 4-14. ACM, 2011.
    • (2011) SIGSOFT FSE , pp. 4-14
    • Bird, C.1    Nagappan, N.2    Murphy, B.3    Gall, H.4    Devanbu, P.T.5
  • 6
    • 84891610832 scopus 로고    scopus 로고
    • Applied multiple regression/correlation analysis for the behavioral sciences
    • J. Cohen. Applied multiple regression/correlation analysis for the behavioral sciences. Lawrence Erlbaum, 2003.
    • (2003) Lawrence Erlbaum
    • Cohen, J.1
  • 7
    • 0037587327 scopus 로고    scopus 로고
    • Hipikat: Recommending pertinent software development artifacts
    • Portland, Oregon IEEE Computer Society Press
    • D. Cubranić and G. C. Murph. Hipikat: recommending pertinent software development artifacts. In Proc. Int'l Conf. Software Engineering (ICSE), pages 408-418, Portland, Oregon, 2003. IEEE Computer Society Press.
    • (2003) Proc. Int'l Conf. Software Engineering (ICSE) , pp. 408-418
    • Cubranić, D.1    Murph, G.C.2
  • 8
    • 77956619193 scopus 로고    scopus 로고
    • Populating a release history database from version control and bug tracking systems
    • Los Alamitos CA, September IEEE Press
    • M. Fischer, M. Pinzger, and H. Gall. Populating a release history database from version control and bug tracking systems. In Proceedings of the International Conference on Software Maintenance, pages 23-32, Los Alamitos CA, September 2003. IEEE Press.
    • (2003) Proceedings of the International Conference on Software Maintenance , pp. 23-32
    • Fischer, M.1    Pinzger, M.2    Gall, H.3
  • 9
    • 33750228994 scopus 로고    scopus 로고
    • Relative importance for linear regression in r: The package relaimpo
    • U. Grömping. Relative importance for linear regression in r: the package relaimpo. Journal of Statistical Software, 17(1):1-27, 2006.
    • (2006) Journal of Statistical Software , vol.17 , Issue.1 , pp. 1-27
    • Grömping, U.1
  • 13
    • 33845782503 scopus 로고    scopus 로고
    • Data mining static code attributes to learn defect predictors
    • T. Menzies, J. Greenwald, and A. Frank. Data mining static code attributes to learn defect predictors. IEEE TSE, 33(1):2-13, 2007.
    • (2007) IEEE TSE , vol.33 , Issue.1 , pp. 2-13
    • Menzies, T.1    Greenwald, J.2    Frank, A.3
  • 14
    • 0034513916 scopus 로고    scopus 로고
    • Identifying reasons for software changes using historic databases
    • Washington, DC, USA IEEE Computer Society
    • A. Mockus and L. G. Votta. Identifying reasons for software changes using historic databases. In ICSM '00, page 120, Washington, DC, USA, 2000. IEEE Computer Society.
    • (2000) ICSM '00 , pp. 120
    • Mockus, A.1    Votta, L.G.2
  • 15
    • 0034172234 scopus 로고    scopus 로고
    • Predicting risk of software changes
    • A. Mockus and D. M. Weiss. Predicting risk of software changes. Bell Labs Technical Journal, 5(2):169-180, 2000.
    • (2000) Bell Labs Technical Journal , vol.5 , Issue.2 , pp. 169-180
    • Mockus, A.1    Weiss, D.M.2
  • 16
    • 57349133760 scopus 로고    scopus 로고
    • A comparative analysis of the efficiency of change metrics and static code attributes for defect prediction
    • W. Schäfer, M. B. Dwyer, and V. Gruhn, editors ACM
    • R. Moser, W. Pedrycz, and G. Succi. A comparative analysis of the efficiency of change metrics and static code attributes for defect prediction. In W. Schäfer, M. B. Dwyer, and V. Gruhn, editors, ICSE, pages 181-190. ACM, 2008.
    • (2008) ICSE , pp. 181-190
    • Moser, R.1    Pedrycz, W.2    Succi, G.3
  • 18
    • 84855445994 scopus 로고    scopus 로고
    • Ecological inference in empirical software engineering
    • IEEE
    • D. Posnett, V. Filkov, and P. Devanbu. Ecological inference in empirical software engineering. In ASE'2011, pages 362-371. IEEE, 2011.
    • (2011) ASE'2011 , pp. 362-371
    • Posnett, D.1    Filkov, V.2    Devanbu, P.3
  • 20
    • 84871348143 scopus 로고    scopus 로고
    • Recalling the "imprecision," of cross-project defect prediction
    • ACM
    • F. Rahman, D. Posnett, and P. Devanbu. Recalling the "imprecision, " of cross-project defect prediction. In the 20th ACM SIGSOFT FSE, pages. ACM, 2012.
    • (2012) The 20th ACM SIGSOFT FSE
    • Rahman, F.1    Posnett, D.2    Devanbu, P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.