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Volumn 21, Issue 2, 2010, Pages 241-258

Accelerating spectral clustering with partial supervision

Author keywords

[No Author keywords available]

Indexed keywords

CLUSTER MODELS; DATA SETS; DIVERSE APPLICATIONS; EFFICIENCY GAIN; EIGENSOLVERS; EIGENVALUES; EIGENVECTOR ALGORITHMS; EIGENVECTORS; INPUT MATRICES; LAPLACIAN MATRICES; LARGE SIZES; LEARNING PARADIGMS; MEMORY EFFICIENT; PAGERANK; POWER METHOD; SEMI-SUPERVISED; SPARSE MATRICES; SPECTRAL CLUSTERING; SPECTRAL METHODS;

EID: 77958053467     PISSN: 13845810     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10618-010-0191-9     Document Type: Conference Paper
Times cited : (28)

References (16)
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  • 6
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    • In: Gottlob G,Walsh T, (eds) IJCAI, Morgan Kaufmann
    • Kamvar SD, Klein D, Manning CD (2003) Spectral learning. In: Gottlob G,Walsh T, (eds) IJCAI, Morgan Kaufmann, pp 561-566
    • (2003) Spectral Learning , pp. 561-566
    • Kamvar, S.D.1    Klein, D.2    Manning, C.D.3
  • 8
    • 70450267700 scopus 로고    scopus 로고
    • Constrained clustering via spectral regularization
    • Li Z, Liu J, Tang X (2009) Constrained clustering via spectral regularization. In: CVPR, IEEE, pp 421-428
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  • 9
    • 51949113919 scopus 로고    scopus 로고
    • Constrained spectral clustering through affinity propagation
    • In: CVPR
    • Lu Z, Carreira-PerpinánMÁ(2008) Constrained spectral clustering through affinity propagation. In: CVPR, IEEE Computer Society
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    • Lu, Z.1    Carreira-Perpinán, M.A.2
  • 10
    • 67049098029 scopus 로고    scopus 로고
    • Enhancing the stability of spectral ordering with sparsification and partial supervision: Application to paleontological data
    • Mavroeidis D, Bingham E (2008) Enhancing the stability of spectral ordering with sparsification and partial supervision: Application to paleontological data. In: ICDM, IEEE Computer Society, pp 462-471
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    • Mavroeidis, D.1    Bingham, E.2
  • 11
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    • Enhancing the stability and efficiency of spectral ordering with partial supervision and feature selection
    • Mavroeidis D, Bingham E (2010) Enhancing the stability and efficiency of spectral ordering with partial supervision and feature selection. Knowledge and Information Systems 23(2):243-265
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  • 14
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    • A tutorial on spectral clustering
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.