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Volumn , Issue , 2007, Pages 1037-1042

Selection of import vectors via binary particle swarm optimization and cross-validation for kernel logistic regression

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; BOOLEAN FUNCTIONS; COMPUTER NETWORKS; MATERIALS HANDLING; OPTIMIZATION; PARTICLE SWARM OPTIMIZATION (PSO); SUPPORT VECTOR MACHINES;

EID: 51749099180     PISSN: 10987576     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2007.4371101     Document Type: Conference Paper
Times cited : (20)

References (18)
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    • Kernel logistic regression and the import vector machine
    • J. Zhu and T. Hastie, "Kernel logistic regression and the import vector machine," Journal of Computational and Graphical Statistics, vol. 14, no. 1, pp. 185-205, 2005.
    • (2005) Journal of Computational and Graphical Statistics , vol.14 , Issue.1 , pp. 185-205
    • Zhu, J.1    Hastie, T.2
  • 8
    • 30044437592 scopus 로고    scopus 로고
    • A Fast Dual Algorithm for Kernel Logistic Regression
    • S. S. Keerthi, K. B. Duan, S. Shevade, and A. Poo, "A Fast Dual Algorithm for Kernel Logistic Regression," Machine Learning, vol. 61, no. 1, pp. 151-165, 2005.
    • (2005) Machine Learning , vol.61 , Issue.1 , pp. 151-165
    • Keerthi, S.S.1    Duan, K.B.2    Shevade, S.3    Poo, A.4
  • 9
    • 0000629975 scopus 로고
    • Cross-validatory choice and assessment of statistical predictions
    • M. Stone, "Cross-validatory choice and assessment of statistical predictions," Journal of the Royal Statistical Society, 1974.
    • (1974) Journal of the Royal Statistical Society
    • Stone, M.1
  • 10
    • 0037186503 scopus 로고    scopus 로고
    • Feature selection for structure-activity correlation using binary particle swarms
    • D. K. Agrafiotis and W. Cedeno, "Feature selection for structure-activity correlation using binary particle swarms," J. Med. Chem, vol. 45, no. 5, pp. 1098-1107, 2002.
    • (2002) J. Med. Chem , vol.45 , Issue.5 , pp. 1098-1107
    • Agrafiotis, D.K.1    Cedeno, W.2
  • 12
    • 0016355478 scopus 로고
    • A new look at the statistical model identification
    • H. Akaike, "A new look at the statistical model identification, " IEEE Trans. on Automatic Control, vol. AC-19, no. 6, pp. 716-723, 1974.
    • (1974) IEEE Trans. on Automatic Control , vol.AC-19 , Issue.6 , pp. 716-723
    • Akaike, H.1
  • 14
  • 15
    • 51749091139 scopus 로고    scopus 로고
    • Tuning hyperparameters of support vector machines using particle swarm optimization
    • in Japanese
    • K. Tanaka, T. Kurita, and T. Kawabe, "Tuning hyperparameters of support vector machines using particle swarm optimization," in Proceeding ofPRMU workshop Mar., 2007, (in Japanese).
    • (2007) Proceeding ofPRMU workshop Mar
    • Tanaka, K.1    Kurita, T.2    Kawabe, T.3
  • 18
    • 0141639615 scopus 로고    scopus 로고
    • Efficient leave-one-out cross-validation of kernel fisher discriminant classifiers
    • Nov
    • _, "Efficient leave-one-out cross-validation of kernel fisher discriminant classifiers," Pattern Recognition, vol. 36, no. 11, pp. 2585-2592, Nov. 2003.
    • (2003) Pattern Recognition , vol.36 , Issue.11 , pp. 2585-2592
    • Cawley, G.C.1    Talbot, N.L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.