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Volumn 32, Issue 6, 2010, Pages 988-995

An information-theoretic derivation of min-cut-based clustering

Author keywords

Clustering; Graph diffusion.; Graphs; Information Bottleneck; Information theory; Min cut

Indexed keywords

COMMUNITY STRUCTURES; GENERATIVE MODEL; GRAPH DIFFUSION.; GRAPH PARTITIONING; HIGH PROBABILITY; INFORMATION BOTTLENECK; MIN-CUT; PREDICTIVE INFORMATION; RANDOM WALKERS; THEORETIC DERIVATION;

EID: 77951578710     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2009.124     Document Type: Article
Times cited : (14)

References (15)
  • 3
    • 33746476985 scopus 로고    scopus 로고
    • Diffusion maps and coarse-graining: A unified framework for dimensionality reduction, graph partitioning, and data set parameterization
    • DOI 10.1109/TPAMI.2006.184
    • S. Lafon and A.B. Lee, "Diffusion Maps and Coarse-Graining: A Unified Framework for Dimensionality Reduction, Graph Partitioning, and Data Set Parameterization," IEEE Trans. Pattern Analysis and Machine Intelligence, vol.28, no.9, pp. 1393-1403, Sept. 2006. (Pubitemid 44132647)
    • (2006) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.28 , Issue.9 , pp. 1393-1403
    • Lafon, S.1    Lee, A.B.2
  • 6
    • 84898956621 scopus 로고    scopus 로고
    • Data clustering by markovian relaxation and the information bottleneck method
    • MIT Press, Jan.
    • N. Tishby and N. Slonim, "Data Clustering by Markovian Relaxation and the Information Bottleneck Method," Advances in Neural Information Processing Systems, MIT Press, Jan. 2001.
    • (2001) Advances in Neural Information Processing Systems
    • Tishby, N.1    Slonim, N.2
  • 11
    • 0001350119 scopus 로고
    • Algebraic connectivity of graphs
    • M. Fiedler, "Algebraic Connectivity of Graphs," Czechoslovak Math. J., vol.23, no.98, pp. 298-305, 1973.
    • (1973) Czechoslovak Math. J. , vol.23 , Issue.98 , pp. 298-305
    • Fiedler, M.1
  • 14
    • 0010826363 scopus 로고
    • Local structure in social networks
    • Jan.
    • P.W. Holland and S. Leinhardt, "Local Structure in Social Networks," Sociological Methodology, pp. 1-45, Jan. 1976, http://www.cs.cmu.edu/Web/Groups/NIPX/00papers-pu-on-web/TishbySlonim.ps.gz.
    • (1976) Sociological Methodology , pp. 1-45
    • Holland, P.W.1    Leinhardt, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.