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Volumn 18, Issue 10, 2007, Pages 2412-2422

Density-sensitive semi-supervised spectral clustering

Author keywords

Pairwise constraints; Prior knowledge; Semi supervised clustering; Spectral clustering

Indexed keywords

LEARNING ALGORITHMS; LEARNING SYSTEMS; SUPERVISED LEARNING;

EID: 35948988927     PISSN: 10009825     EISSN: None     Source Type: Journal    
DOI: 10.1360/jos182412     Document Type: Article
Times cited : (55)

References (14)
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    • From instance-level constraints to space-level constraints: Making the most of prior knowledge in data clustering
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    • Klein D, Kamvar SD, Manning CD. From instance-level constraints to space-level constraints: Making the most of prior knowledge in data clustering. In: Sammut C, Hoffmann AG, eds. Proc. of the 19th Int'l Conf. on Machine Learning. Sydney: Morgan Kaufmann Publishers, 2002. 307-314.
    • (2002) Proc. of the 19th Int'l Conf. on Machine Learning , pp. 307-314
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  • 5
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    • Clustering with instance-level constraints
    • Langley P. (ed.), Morgan Kaufmann Publishers
    • Wagstaff K, Cardie C. Clustering with instance-level constraints. In: Langley P, ed. Proc. of the 17th Int'l Conf. on Machine Learning. Morgan Kaufmann Publishers, 2000. 1103-1110.
    • (2000) Proc. of the 17th Int'l Conf. on Machine Learning , pp. 1103-1110
    • Wagstaff, K.1    Cardie, C.2
  • 8
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    • Spectral relaxation models and structure analysis for k-way graph clustering and bi-clustering
    • Technical Report, CSE-01-007, Penn State University
    • Gu M, Zha H, Ding C, He X, Simon H. Spectral relaxation models and structure analysis for k-way graph clustering and bi-clustering. Technical Report, CSE-01-007, Penn State University, 2001.
    • (2001)
    • Gu, M.1    Zha, H.2    Ding, C.3    He, X.4    Simon, H.5
  • 9
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    • On spectral clustering: Analysis and an algorithm
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    • Ng AY, Jordan MI, Weiss Y. On spectral clustering: Analysis and an algorithm. In: Dietterich TG, Becker S, Ghahramani Z, eds. Advances in Neural Information Processing Systems (NIPS) 14. Cambridge: MIT Press, 2002. 894-856.
    • (2002) Advances in Neural Information Processing Systems (NIPS) 14 , pp. 856-894
    • Ng, A.Y.1    Jordan, M.I.2    Weiss, Y.3
  • 10
    • 10944248872 scopus 로고    scopus 로고
    • Multiway cuts and spectral clustering
    • Technical Report, 442, University of Washington
    • Meila M, Xu L. Multiway cuts and spectral clustering. Technical Report, 442, University of Washington, 2004.
    • (2004)
    • Meila, M.1    Xu, L.2
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.