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Volumn 45, Issue 4, 2012, Pages 1500-1510

Quadratic nonnegative matrix factorization

Author keywords

Clustering; Graph matching; Graph partitioning; Hidden Markov chain model; Multiplicative update; Nonnegative matrix factorization; Orthogonality; Stochasticity

Indexed keywords

CLUSTERING; GRAPH MATCHINGS; GRAPH PARTITIONING; HIDDEN MARKOV CHAIN MODEL; MULTIPLICATIVE UPDATE; NONNEGATIVE MATRIX FACTORIZATION; ORTHOGONALITY; STOCHASTICITY;

EID: 83655184772     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2011.10.014     Document Type: Article
Times cited : (28)

References (39)
  • 1
    • 0033592606 scopus 로고    scopus 로고
    • Learning the parts of objects by non-negative matrix factorization
    • D.D. Lee, and H.S. Seung Learning the parts of objects by non-negative matrix factorization Nature 401 1999 788 791
    • (1999) Nature , vol.401 , pp. 788-791
    • Lee, D.D.1    Seung, H.S.2
  • 3
    • 84900510076 scopus 로고    scopus 로고
    • Non-negative matrix factorization with sparseness constraints
    • P.O. Hoyer Non-negative matrix factorization with sparseness constraints Journal of Machine Learning Research 5 2004 1457 1469
    • (2004) Journal of Machine Learning Research , vol.5 , pp. 1457-1469
    • Hoyer, P.O.1
  • 5
    • 70350175761 scopus 로고    scopus 로고
    • Fast projection-based methods for the least squares nonnegative matrix approximation problem
    • D. Kim, S. Sra, and I.S. Dhillon Fast projection-based methods for the least squares nonnegative matrix approximation problem Statistical Analysis and Data Mining 1 1 2008 38 51
    • (2008) Statistical Analysis and Data Mining , vol.1 , Issue.1 , pp. 38-51
    • Kim, D.1    Sra, S.2    Dhillon, I.S.3
  • 6
    • 63249085556 scopus 로고    scopus 로고
    • Nonnegative matrix factorization with the ItakuraSaito divergence: With application to music analysis
    • C. Févotte, N. Bertin, and J.-L. Durrieu Nonnegative matrix factorization with the ItakuraSaito divergence: with application to music analysis Neural Computation 21 3 2009 793 830
    • (2009) Neural Computation , vol.21 , Issue.3 , pp. 793-830
    • Févotte, C.1    Bertin, N.2    Durrieu, J.-L.3
  • 7
    • 0141815618 scopus 로고    scopus 로고
    • Discovering hierarchical speech features using convolutional non-negative matrix factorization
    • S. Behnke Discovering hierarchical speech features using convolutional non-negative matrix factorization Proceedings of IEEE International Joint Conference on Neural Networks vol. 4 2003 2758 2763
    • (2003) Proceedings of IEEE International Joint Conference on Neural Networks , vol.4 , pp. 2758-2763
    • Behnke, S.1
  • 8
    • 34547844077 scopus 로고    scopus 로고
    • Sparse non-negative matrix factorizations via alternating non-negativity-constrained least squares for microarray data analysis
    • DOI 10.1093/bioinformatics/btm134
    • H. Kim, and H. Park Sparse non-negative matrix factorizations via alternating non-negativity-constrained least squares for microarray data analysis Bioinformatics 23 12 2007 1495 1502 (Pubitemid 47244474)
    • (2007) Bioinformatics , vol.23 , Issue.12 , pp. 1495-1502
    • Kim, H.1    Park, H.2
  • 9
    • 38349054314 scopus 로고    scopus 로고
    • Multilayer nonnegative matrix factorization using projected gradient approaches
    • A. Cichocki, and R. Zdunek Multilayer nonnegative matrix factorization using projected gradient approaches International Journal of Neural Systems 17 6 2007 431 446
    • (2007) International Journal of Neural Systems , vol.17 , Issue.6 , pp. 431-446
    • Cichocki, A.1    Zdunek, R.2
  • 10
    • 41249089920 scopus 로고    scopus 로고
    • On the equivalence between non-negative matrix factorization and probabilistic latent semantic indexing
    • C. Ding, T. Li, and W. Peng On the equivalence between non-negative matrix factorization and probabilistic latent semantic indexing Computational Statistics and Data Analysis 52 8 2008 3913 3927
    • (2008) Computational Statistics and Data Analysis , vol.52 , Issue.8 , pp. 3913-3927
    • Ding, C.1    Li, T.2    Peng, W.3
  • 12
    • 33847655586 scopus 로고    scopus 로고
    • A generalized divergence measure for nonnegative matrix factorization
    • R. Kompass A generalized divergence measure for nonnegative matrix factorization Neural Computation 19 3 2006 780 791
    • (2006) Neural Computation , vol.19 , Issue.3 , pp. 780-791
    • Kompass, R.1
  • 13
    • 84864031935 scopus 로고    scopus 로고
    • Generalized nonnegative matrix approximations with Bregman divergences
    • I.S. Dhillon, and S. Sra Generalized nonnegative matrix approximations with Bregman divergences Advances in Neural Information Processing Systems vol. 18 2006 283 290
    • (2006) Advances in Neural Information Processing Systems , vol.18 , pp. 283-290
    • Dhillon, I.S.1    Sra, S.2
  • 20
    • 77951938107 scopus 로고    scopus 로고
    • Linear and nonlinear projective nonnegative matrix factorization
    • Z. Yang, and E. Oja Linear and nonlinear projective nonnegative matrix factorization IEEE Transaction on Neural Networks 21 5 2010 734 749
    • (2010) IEEE Transaction on Neural Networks , vol.21 , Issue.5 , pp. 734-749
    • Yang, Z.1    Oja, E.2
  • 21
    • 38149047008 scopus 로고    scopus 로고
    • Projective nonnegative matrix factorization for image compression and feature extraction
    • Joensuu, Finland
    • Z. Yuan, E. Oja, Projective nonnegative matrix factorization for image compression and feature extraction, in: Proceedings of 14th Scandinavian Conference on Image Analysis (SCIA), Joensuu, Finland, 2005, pp. 333342.
    • (2005) Proceedings of 14th Scandinavian Conference on Image Analysis (SCIA) , pp. 333342
    • Yuan, Z.1    Oja, E.2
  • 22
    • 83855163513 scopus 로고    scopus 로고
    • Unified development of multiplicative algorithms for linear and quadratic nonnegative matrix factorization
    • Z. Yang, E. Oja, Unified development of multiplicative algorithms for linear and quadratic nonnegative matrix factorization, IEEE Transactions on Neural Networks, doi: org/10.1109/TNN.2011.2170094, in press.
    • IEEE Transactions on Neural Networks
    • Yang, Z.1    Oja, E.2
  • 25
    • 35648932867 scopus 로고    scopus 로고
    • Multiplicative updates for non-negative projections
    • DOI 10.1016/j.neucom.2006.11.023, PII S0925231207000318, Dedicated Hardware Architectures for Intelligent Systems
    • Z. Yang, and J. Laaksonen Multiplicative updates for non-negative projections Neurocomputing 71 13 2007 363 373 (Pubitemid 350028651)
    • (2007) Neurocomputing , vol.71 , Issue.1-3 , pp. 363-373
    • Yang, Z.1    Laaksonen, J.2
  • 37
    • 0002719797 scopus 로고
    • The Hungarian method for the assignment problem
    • H.W. Kuhn The Hungarian method for the assignment problem Naval Research Logistics Quarterly 2 1955 83 97
    • (1955) Naval Research Logistics Quarterly , vol.2 , pp. 83-97
    • Kuhn, H.W.1
  • 38
    • 35548969471 scopus 로고    scopus 로고
    • Projected gradient methods for non-negative matrix factorization
    • C.-J. Lin Projected gradient methods for non-negative matrix factorization Neural Computation 19 2007 2756 2779
    • (2007) Neural Computation , vol.19 , pp. 2756-2779
    • Lin, C.-J.1
  • 39
    • 44649157722 scopus 로고    scopus 로고
    • Nonnegative matrix factorization with quadratic programming
    • R. Zdunek, and A. Cichocki Nonnegative matrix factorization with quadratic programming Neurocomputing 71 1012 2008 2309 2320
    • (2008) Neurocomputing , vol.71 , Issue.1012 , pp. 2309-2320
    • Zdunek, R.1    Cichocki, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.