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Volumn 3, Issue , 2004, Pages 442-445

Learning prototypes and distances (LPD). A prototype reduction technique based on nearest neighbor error minimization

Author keywords

Condensing; Nearest neighbor; Weighted dissimilarity distances

Indexed keywords

CONDENSING; ERROR MINIMIZATION; NEAREST NEIGHBOR (NN); WEIGHTED DISSIMILARITY DISTANCES;

EID: 10044230513     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2004.1334561     Document Type: Conference Paper
Times cited : (8)

References (14)
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    • Cover, T.1    Hart, P.2
  • 4
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    • A class-dependent weighted dissimilarity measure for nearest neighbor classification problems
    • November
    • R. Paredes and E. Vidal. A class-dependent weighted dissimilarity measure for nearest neighbor classification problems. Pattern Recognition Letters., 21:1027-1036, November 2000.
    • (2000) Pattern Recognition Letters. , vol.21 , pp. 1027-1036
    • Paredes, R.1    Vidal, E.2
  • 7
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    • Small sample effects in statistical pattern recognition: Recomendations for practitioners
    • S. Raudys and A. Jain. Small sample effects in statistical pattern recognition: Recomendations for practitioners. IEEE Trans. on PAMI, 13(3):252-264, 1991.
    • (1991) IEEE Trans. on PAMI , vol.13 , Issue.3 , pp. 252-264
    • Raudys, S.1    Jain, A.2
  • 9
    • 0032305049 scopus 로고    scopus 로고
    • Probabilistic modeling of local appearance and spatial relationships for object recognition
    • H. Schneiderman and T. Kanade. Probabilistic modeling of local appearance and spatial relationships for object recognition. In Proc. Conf. Computer Vision and Pattern Recognition, pages 45-51, 1998.
    • (1998) Proc. Conf. Computer Vision and Pattern Recognition , pp. 45-51
    • Schneiderman, H.1    Kanade, T.2
  • 13
    • 0031648023 scopus 로고    scopus 로고
    • Example-based learning for view-based human face detection
    • K. Sung and T. Poggio. Example-based learning for view-based human face detection. IEEE Trans. on PAMI, 20(1):39-51, 1998.
    • (1998) IEEE Trans. on PAMI , vol.20 , Issue.1 , pp. 39-51
    • Sung, K.1    Poggio, T.2
  • 14
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    • Class conditional density estimation using mixtures with constrained component sharing
    • M. Titsias and A. Likas. Class conditional density estimation using mixtures with constrained component sharing. IEEE Transactions on PAMI, 25(7):924-928, 2003.
    • (2003) IEEE Transactions on PAMI , vol.25 , Issue.7 , pp. 924-928
    • Titsias, M.1    Likas, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.