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Volumn , Issue , 2011, Pages 1288-1293

On trivial solution and scale transfer problems in graph regularized NMF

Author keywords

[No Author keywords available]

Indexed keywords

CLUSTER ASSIGNMENT; DOCUMENT CLUSTERING; FACTORIZATION MODEL; GEOMETRIC STRUCTURE; NON-NEGATIVE MATRIX; OPTIMIZATION PROBLEMS; PERFORMANCE IMPROVEMENTS; UPDATING ALGORITHM;

EID: 84880711286     PISSN: 10450823     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.5591/978-1-57735-516-8/IJCAI11-218     Document Type: Conference Paper
Times cited : (47)

References (13)
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  • 4
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    • Deng Cai, Xiaofei He, and Jiawei Han. Document clustering using locality preserving indexing. IEEE Trans. Knowl. Data Eng., 17(12):1624-1637, 2005.
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    • Cai, D.1    He, X.2    Han, J.3
  • 5
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    • Non-negative matrix factorization on manifold
    • Deng Cai, Xiaofei He, Xiaoyun Wu, and Jiawei Han. Non-negative matrix factorization on manifold. In ICDM, pages 63-72, 2008.
    • (2008) ICDM , pp. 63-72
    • Cai, D.1    He, X.2    Wu, X.3    Han, J.4
  • 6
    • 77952375075 scopus 로고    scopus 로고
    • Information-theoretic co-clustering
    • Inderjit S. Dhillon, Subramanyam Mallela, and Dharmendra S. Modha. Information-theoretic co-clustering. In KDD, pages 89-98, 2003.
    • (2003) KDD , pp. 89-98
    • Dhillon, I.S.1    Mallela, S.2    Modha, D.S.3
  • 7
    • 33749575326 scopus 로고    scopus 로고
    • Orthogonal nonnegative matrix t-factorizations for clustering
    • Chris H. Q. Ding, Tao Li, Wei Peng, and Haesun Park. Orthogonal nonnegative matrix t-factorizations for clustering. In KDD, pages 126-135, 2006.
    • (2006) KDD , pp. 126-135
    • Ding, C.H.Q.1    Li, T.2    Peng, W.3    Park, H.4
  • 9
    • 70350697580 scopus 로고    scopus 로고
    • Coclustering on manifolds
    • Quanquan Gu and Jie Zhou. Coclustering on manifolds. In KDD, pages 359-368, 2009.
    • (2009) KDD , pp. 359-368
    • Gu, Q.1    Zhou, J.2
  • 10
    • 0001093042 scopus 로고    scopus 로고
    • Algorithms for non-negative matrix factorization
    • Daniel D. Lee and H. Sebastian Seung. Algorithms for non-negative matrix factorization. In NIPS, pages 556-562, 2000.
    • (2000) NIPS , pp. 556-562
    • Lee, D.D.1    Sebastian Seung, H.2
  • 11
    • 49849097634 scopus 로고    scopus 로고
    • The relationships among various nonnegative matrix factorization methods for clustering
    • Tao Li and Chris H. Q. Ding. The relationships among various nonnegative matrix factorization methods for clustering. In ICDM, pages 362-371, 2006.
    • (2006) ICDM , pp. 362-371
    • Li, T.1    Ding, C.H.Q.2
  • 12
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    • Normalized cuts and image segmentation
    • Jianbo Shi and Jitendra Malik. Normalized cuts and image segmentation. IEEE Trans. Pattern Anal. Mach. Intell., 22(8):888-905, 2000.
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  • 13
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    • Document clustering based on non-negative matrix factorization
    • Wei Xu, Xin Liu, and Yihong Gong. Document clustering based on non-negative matrix factorization. In SIGIR, pages 267-273, 2003.
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.