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Volumn , Issue , 2011, Pages 83-88

An empirical study of software metrics selection using Support Vector Machine

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFIER PERFORMANCE; DATA SETS; EMPIRICAL EVALUATIONS; EMPIRICAL STUDIES; FEATURE RANKING; LINEAR SUPPORT VECTOR MACHINES; RECOMMENDED VALUES; REDUNDANT FEATURES; SOFTWARE METRICS; SOFTWARE QUALITY MODELS; UNBALANCED DATA;

EID: 84862929844     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (12)

References (24)
  • 5
    • 0036161259 scopus 로고    scopus 로고
    • Gene selection for cancer classification using support vector machines
    • DOI 10.1023/A:1012487302797
    • I. Guyon, J. Weston, S. Barnhill, and V. Vapnik, "Gene selection for cancer classification using support vector machines," Mach. Learn., vol. 46, pp. 389-422, March 2002. (Pubitemid 34129977)
    • (2002) Machine Learning , vol.46 , Issue.1-3 , pp. 389-422
    • Guyon, I.1    Weston, J.2    Barnhill, S.3    Vapnik, V.4
  • 7
    • 0038021028 scopus 로고    scopus 로고
    • A comparative study on feature selection and classification methods using gene expression profiles and proteomic patterns
    • H. Liu, J. Li, and L. Wong, "A comparative study on feature selection and classification methods using gene expression profiles and proteomic patterns," Genome Informatics, vol. 13, pp. 51-60, 2002.
    • (2002) Genome Informatics , vol.13 , pp. 51-60
    • Liu, H.1    Li, J.2    Wong, L.3
  • 9
    • 67349212116 scopus 로고    scopus 로고
    • An investigation into the functional form of the size-defect relationship for software modules
    • A. G. Koru, D. Zhang, K. E. Emam, and H. Liu, "An investigation into the functional form of the size-defect relationship for software modules," IEEE Trans. Software Eng., vol. 35, no. 2, pp. 293-304, 2009.
    • (2009) IEEE Trans. Software Eng. , vol.35 , Issue.2 , pp. 293-304
    • Koru, A.G.1    Zhang, D.2    Emam, K.E.3    Liu, H.4
  • 12
    • 0025725905 scopus 로고
    • Instance-based learning algorithms
    • January
    • D. W. Aha, D. Kibler, and M. K. Albert, "Instance-based learning algorithms," Machine Learning, vol. 6, no. 1, pp. 1573-0565, January 1991.
    • (1991) Machine Learning , vol.6 , Issue.1 , pp. 1573-0565
    • Aha, D.W.1    Kibler, D.2    Albert, M.K.3
  • 14
    • 0000521473 scopus 로고
    • Ridge estimators in logistic regression
    • S. Le Cessie and J. C. Van Houwelingen, "Ridge estimators in logistic regression," Applied Statistics, vol. 41, no. 1, pp. 191-201, 1992.
    • (1992) Applied Statistics , vol.41 , Issue.1 , pp. 191-201
    • Le Cessie, S.1    Van Houwelingen, J.C.2
  • 17
    • 33745561205 scopus 로고    scopus 로고
    • An introduction to variable and feature selection
    • March
    • I. Guyon and A. Elisseeff, "An introduction to variable and feature selection," Journal of Machine Learning Research, vol. 3, pp. 1157-1182, March 2003.
    • (2003) Journal of Machine Learning Research , vol.3 , pp. 1157-1182
    • Guyon, I.1    Elisseeff, A.2
  • 18
    • 17044405923 scopus 로고    scopus 로고
    • Toward integrating feature selection algorithms for classification and clustering
    • DOI 10.1109/TKDE.2005.66
    • H. Liu and L. Yu, "Toward integrating feature selection algorithms for classification and clustering," IEEE Tramactiom on Knowledge and Data Engineering, vol. 17, no. 4, pp. 491-502, 2005. (Pubitemid 40495592)
    • (2005) IEEE Transactions on Knowledge and Data Engineering , vol.17 , Issue.4 , pp. 491-502
    • Liu, H.1    Yu, L.2
  • 23
    • 77949507309 scopus 로고    scopus 로고
    • Robust biomarker identification for cancer diagnosis with ensemble feature selection methods
    • February
    • T. Abeel, T. Hellepulte, Y. Van de Peer, P. Dupont, and Y. Saeys, "Robust biomarker identification for cancer diagnosis with ensemble feature selection methods," Bioinformatics, vol. 26, pp. 392-398, February 2010.
    • (2010) Bioinformatics , vol.26 , pp. 392-398
    • Abeel, T.1    Hellepulte, T.2    Van De Peer, Y.3    Dupont, P.4    Saeys, Y.5
  • 24
    • 28244470710 scopus 로고    scopus 로고
    • Finding the right data for software cost modeling
    • DOI 10.1109/MS.2005.151
    • Z. Chen, T. Menzies, D. Port, and B. Boehm, "Finding the right data for software cost modeling," IEEE Software, no. 22, pp. 38-46, 2005. (Pubitemid 41709723)
    • (2005) IEEE Software , vol.22 , Issue.6 , pp. 38-46
    • Chen, Z.1    Menzies, T.2    Port, D.3    Boehm, B.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.