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Volumn 28, Issue 4, 2006, Pages 497-508

Metric learning for text documents

Author keywords

Distance learning; Machine learning; Text analysis

Indexed keywords

CHARACTER RECOGNITION; INVERSE PROBLEMS; LEARNING ALGORITHMS; MATHEMATICAL MODELS; MAXIMUM LIKELIHOOD ESTIMATION; PROBABILITY DISTRIBUTIONS; STATISTICAL METHODS;

EID: 33144478661     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2006.77     Document Type: Article
Times cited : (118)

References (13)
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    • Stanford Univ
    • A. Gous, "Exponential and Spherical Subfamily Models," Stanford Univ., 1998.
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    • Gous, A.1
  • 3
    • 33144483519 scopus 로고    scopus 로고
    • "Learning Curved Multinomial Subfamilies for Natural Language Processing and Information Retrieval"
    • P. Langley ed
    • K. Hall and T. Hofmann, "Learning Curved Multinomial Subfamilies for Natural Language Processing and Information Retrieval," Proc. 17th Int'l Conf. Machine Learning, P. Langley, ed., pp. 351-358, 2000.
    • (2000) Proc. 17th Int'l Conf. Machine Learning , pp. 351-358
    • Hall, K.1    Hofmann, T.2
  • 4
    • 0012718560 scopus 로고    scopus 로고
    • "The Maximum Margin Approach to Learning Text Classifiers Methods, Theory and Algorithms"
    • PhD thesis Dortmund Univ
    • T. Joachims, "The Maximum Margin Approach to Learning Text Classifiers Methods, Theory and Algorithms," PhD thesis, Dortmund Univ., 2000.
    • (2000)
    • Joachims, T.1
  • 7
    • 35748951200 scopus 로고    scopus 로고
    • "Riemannian Geometry Statistical Machine Learning"
    • Technical Report CMU-LTI-05-189 Carengie Mellon Univ
    • G. Lebanon, "Riemannian Geometry and Statistical Machine Learning," Technical Report CMU-LTI-05-189, Carengie Mellon Univ., 2005.
    • (2005)
    • Lebanon, G.1
  • 11
    • 0034704222 scopus 로고    scopus 로고
    • "Nonlinear Dimensionality Reduction by Locally Linear Embedding"
    • S. Roweis and L. Saul, "Nonlinear Dimensionality Reduction by Locally Linear Embedding," Science, vol. 290, p. 2323, 2000.
    • (2000) Science , vol.290 , pp. 2323
    • Roweis, S.1    Saul, L.2
  • 12
    • 0039084973 scopus 로고    scopus 로고
    • "A Variational Principle for Model-Based Interpolation"
    • M.C. Mozer M.I. Jordan T. Petsche eds
    • L.K. Saul and M.I. Jordan, "A Variational Principle for Model-Based Interpolation," Advances in Neural Information Processing Systems 9, M.C. Mozer, M.I. Jordan, and T. Petsche, eds., 1997.
    • (1997) Advances in Neural Information Processing Systems , vol.9
    • Saul, L.K.1    Jordan, M.I.2
  • 13
    • 84879571292 scopus 로고    scopus 로고
    • "Distance Metric Learning with Applications to Clustering with Side Information"
    • S Becker S. Thrun K. Obermayer eds
    • E.P. Xing, A.Y. Ng, M.I. Jordan, and S. Russel, "Distance Metric Learning with Applications to Clustering with Side Information," Advances in Neural Information Processing Systems, 15, S. Becker, S. Thrun, and K. Obermayer, eds., pp. 505-512, 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    Russel, S.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.