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Volumn , Issue , 2011, Pages

Target neighbor consistent feature weighting for nearest neighbor classification

Author keywords

[No Author keywords available]

Indexed keywords

FEATURE SELECTION AND WEIGHTING; FEATURE SPACE; FEATURE WEIGHTING; KEEP TRACK OF; LEARNING PROCESS; METRIC LEARNING; NEAREST NEIGHBOR CLASSIFICATION; NEAREST NEIGHBOR CLASSIFIER; NEAREST-NEIGHBOUR; TECHNICAL CHALLENGES;

EID: 85162381181     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (18)

References (19)
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  • 3
    • 85133386144 scopus 로고    scopus 로고
    • Distance metric learning with application to clustering with side-information
    • S. Thrun S. Becker and K. Obermayer, editors. MIT Press, Cambridge MA
    • E. P. Xing, A. Y. Ng, M. I. Jordan, and S. Russell. Distance metric learning with application to clustering with side-information. In S. Thrun S. Becker and K. Obermayer, editors, Advances in Neural Information Processing Systems 15, pages 505-512. MIT Press, Cambridge MA, 2003.
    • (2003) Advances in Neural Information Processing Systems , vol.15 , pp. 505-512
    • Xing, E.P.1    Ng, A.Y.2    Jordan, M.I.3    Russell, S.4
  • 5
    • 33749257955 scopus 로고    scopus 로고
    • Distance metric learning for large margin nearest neighbor classification
    • Y. Weiss, B. Schölkopf, and J. Platt, editors. MIT Press, Cambridge, MA
    • K.Weinberger, J. Blitzer, and L. Saul. Distance metric learning for large margin nearest neighbor classification. In Y. Weiss, B. Schölkopf, and J. Platt, editors, Advances in Neural Information Processing Systems 18, pages 1473-1480. MIT Press, Cambridge, MA, 2006.
    • (2006) Advances in Neural Information Processing Systems , vol.18 , pp. 1473-1480
    • Weinberger, K.1    Blitzer, J.2    Saul, L.3
  • 13
    • 34249086815 scopus 로고    scopus 로고
    • Dimensionality reduction of multimodal labeled data by local fisher discriminant analysis
    • M. Sugiyama. Dimensionality reduction of multimodal labeled data by local fisher discriminant analysis. Journal of Machine Learning Research, 8:1027-1061, 2007.
    • (2007) Journal of Machine Learning Research , vol.8 , pp. 1027-1061
    • Sugiyama, M.1
  • 16
    • 0033536012 scopus 로고    scopus 로고
    • Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays
    • U. Alon, N. Barkia, D.A. Notterman, and K. Gish et al. Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays. Proc. Natl. Acad. Sci. USA, 96:6745-6750, 1999.
    • (1999) Proc. Natl. Acad. Sci. USA , vol.96 , pp. 6745-6750
    • Alon, U.1    Barkia, N.2    Notterman, D.A.3    Gish, K.4
  • 18
    • 0033569406 scopus 로고    scopus 로고
    • Molecular classification of cancer: Class discovery and class prediction by gene expression monitoring
    • T. R. Golub, D. K. Slonim, P. Tamayo, and C. Huard et al. Molecular classification of cancer: class discovery and class prediction by gene expression monitoring. Science, 286:531-537, 1999.
    • (1999) Science , vol.286 , pp. 531-537
    • Golub, T.R.1    Slonim, D.K.2    Tamayo, P.3    Huard, C.4
  • 19
    • 19044391072 scopus 로고    scopus 로고
    • Gene expression correlates of clinical prostate cancer behavior
    • D. Singh, P. G. Febbo, K. Ross, and D. G. Jackson et al. Gene expression correlates of clinical prostate cancer behavior. Cancer Cell, 1:203-209, 2002.
    • (2002) Cancer Cell , vol.1 , pp. 203-209
    • Singh, D.1    Febbo, P.G.2    Ross, K.3    Jackson, D.G.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.