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Volumn 6857 LNAI, Issue , 2011, Pages 188-195

Subtractive initialization of nonnegative matrix factorizations for document clustering

Author keywords

[No Author keywords available]

Indexed keywords

DATA CLUSTERING; DOCUMENT CLUSTERING; IMAGE EXPLOITATION; INITIALIZATION METHODS; LOCAL CONVERGENCE; MULTIVARIATE DATA; NONNEGATIVE MATRIX FACTORIZATION; REDUCED REPRESENTATION;

EID: 80052751714     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-23713-3_24     Document Type: Conference Paper
Times cited : (5)

References (13)
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    • 36749071484 scopus 로고    scopus 로고
    • Svd based initialization: Ahead start for nonnegative matrix factorization
    • Boutsidis, C., Gallopoulos, E.: Svd based initialization: ahead start for nonnegative matrix factorization. Pattern Recognition 41(4), 1350-1362 (2008)
    • (2008) Pattern Recognition , vol.41 , Issue.4 , pp. 1350-1362
    • Boutsidis, C.1    Gallopoulos, E.2
  • 3
    • 84974743850 scopus 로고
    • Fuzzy Model Estimation based on Cluster Estimation
    • Chiu, S.L.: Fuzzy Model Estimation based on Cluster Estimation. J. Intelligent and Fuzzy Systems 2, 267-278 (1994)
    • (1994) J. Intelligent and Fuzzy Systems , vol.2 , pp. 267-278
    • Chiu, S.L.1
  • 7
    • 84900510076 scopus 로고    scopus 로고
    • Non-negative matrix factorization with sparseness constraints
    • Hoyer, P.O.: Non-negative matrix factorization with sparseness constraints. J. Machine Learning Research 5, 1457-1469 (2004)
    • (2004) J. Machine Learning Research , vol.5 , pp. 1457-1469
    • Hoyer, P.O.1
  • 8
    • 77953159390 scopus 로고    scopus 로고
    • Non Negative Matrix Factorization clustering capabilities; application on multivariate image segmentation
    • Lazar, C., Doncescu, A., Kabbaj, N.: Non Negative Matrix Factorization clustering capabilities; application on multivariate image segmentation. Int. J. of Business Intel. Data Mining 5(3), 285-296 (2010)
    • (2010) Int. J. of Business Intel. Data Mining , vol.5 , Issue.3 , pp. 285-296
    • Lazar, C.1    Doncescu, A.2    Kabbaj, N.3
  • 11
    • 1542347778 scopus 로고    scopus 로고
    • Document clustering based on nonnegative matrix factorization
    • Xu, W., Liu, X., Gong, Y.: Document clustering based on nonnegative matrix factorization. In: Proc. SIGIR, pp. 267-273 (2003)
    • (2003) Proc. SIGIR , pp. 267-273
    • Xu, W.1    Liu, X.2    Gong, Y.3
  • 12
    • 54249084407 scopus 로고    scopus 로고
    • Clustering-based initialization for non-negative matrix factorization
    • Xue, Y., Tong, C.S., Chen, Y., Chen, W.-S.: Clustering-based initialization for non-negative matrix factorization. Appl. Math. and Comp. 205, 525-536 (2008)
    • (2008) Appl. Math. and Comp. , vol.205 , pp. 525-536
    • Xue, Y.1    Tong, C.S.2    Chen, Y.3    Chen, W.-S.4
  • 13
    • 33750620445 scopus 로고    scopus 로고
    • Initialization enhancer for non-negative matrix factorization
    • Zhenga, Z., Yang, J.: Initialization enhancer for non-negative matrix factorization. Eng. Appl. Art. Int. 20, 101-110 (2007)
    • (2007) Eng. Appl. Art. Int. , vol.20 , pp. 101-110
    • Zhenga, Z.1    Yang, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.