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Volumn , Issue , 2008, Pages 195-203

Structured metric learning for high dimensional problems

Author keywords

Algorithms; Experimentation

Indexed keywords

BASELINE METHODS; COLLABORATIVE FILTERING; DATA MINING APPLICATIONS; DATA SETS; DISTANCE FUNCTIONS; DISTANCE METRIC LEARNING; DOMAIN SPECIFICS; EXPERIMENTATION; HIGH-DIMENSIONAL; HIGH-DIMENSIONAL PROBLEMS; K-MEANS CLUSTERING; LATENT SEMANTIC ANALYSIS; LOW DIMENSIONAL; MAHALANOBIS DISTANCES; MATRIXES; METRIC LEARNING; NEAREST NEIGHBOR CLASSIFICATIONS; NEAREST NEIGHBOR SEARCHES; SEMI-SUPERVISED; STATISTICAL SOFTWARES; TECHNICAL CONTRIBUTIONS;

EID: 65449163521     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1401890.1401918     Document Type: Conference Paper
Times cited : (75)

References (11)
  • 6
    • 84864030708 scopus 로고    scopus 로고
    • Metric Learning by Collapsing Classes
    • A. Globerson and S. Roweis. Metric Learning by Collapsing Classes. In NIPS, 2005.
    • (2005) NIPS
    • Globerson, A.1    Roweis, S.2
  • 7
    • 65449145846 scopus 로고    scopus 로고
    • G.H. Golub and C.F. Van Loan. Matrix Computations. Johns Hopkins University Press, Baltimore, MD, second edition, 1989.
    • G.H. Golub and C.F. Van Loan. Matrix Computations. Johns Hopkins University Press, Baltimore, MD, second edition, 1989.
  • 9
  • 10
    • 33749257955 scopus 로고    scopus 로고
    • Distance Metric Learning for Large Margin Nearest Neighbor Classification
    • K. Q. Weinberger, J. Blitzer, and L. K. Saul. Distance Metric Learning for Large Margin Nearest Neighbor Classification. In NIPS, 2005.
    • (2005) NIPS
    • Weinberger, K.Q.1    Blitzer, J.2    Saul, L.K.3
  • 11
    • 85133386144 scopus 로고    scopus 로고
    • Distance metric learning with application to clustering with side-information
    • E. P. Xing, A. Y. Ng, M. I. Jordan, and S. Russell. Distance metric learning with application to clustering with side-information. In NIPS, 2002.
    • (2002) NIPS
    • Xing, E.P.1    Ng, A.Y.2    Jordan, M.I.3    Russell, S.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.