메뉴 건너뛰기




Volumn 17, Issue 3, 2008, Pages 355-379

Non-negative matrix factorization for semi-supervised data clustering

Author keywords

Non negative matrix factorization; Pairwise constraint; Semi supervised clustering

Indexed keywords

CLUSTER ANALYSIS; FACTORIZATION; ITERATIVE METHODS; KNOWLEDGE ACQUISITION; MATRIX ALGEBRA;

EID: 57149147265     PISSN: 02191377     EISSN: 02193116     Source Type: Journal    
DOI: 10.1007/s10115-008-0134-6     Document Type: Article
Times cited : (121)

References (55)
  • 6
    • 22644451496 scopus 로고    scopus 로고
    • Principal direction divisive partitioning
    • Boley D (1998). Principal direction divisive partitioning. Data Mining Knowledge Discovery 2(4): 325-344
    • (1998) Data Mining Knowledge Discovery , vol.2 , Issue.4 , pp. 325-344
    • Boley, D.1
  • 9
    • 0002629270 scopus 로고
    • Maximum likelihood from incomplete data via the em algorithm
    • Dempster AP, Laird NM, Rubin DB (1977) Maximum likelihood from incomplete data via the em algorithm. J R Stat Soc B pp 1-38
    • (1977) J R Stat Soc B , pp. 1-38
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.B.3
  • 12
    • 0036532753 scopus 로고    scopus 로고
    • A new nonparametric pairwise clustering algorithm based on iterative estimation of distance profiles
    • Dubnov S, EI-Yaniv R, Gdalyahu Y, Schneidman E, Tishby N and Yona G (2002). A new nonparametric pairwise clustering algorithm based on iterative estimation of distance profiles. Machine Learning 47(1): 35-61
    • (2002) Machine Learning , vol.47 , Issue.1 , pp. 35-61
    • Dubnov, S.1    EI-Yaniv, R.2    Gdalyahu, Y.3    Schneidman, E.4    Tishby, N.5    Yona, G.6
  • 14
    • 0001350119 scopus 로고
    • Algebraic connectivity of graphs
    • Fiedler M (1973). Algebraic connectivity of graphs. Czechoslovak Math J 23: 298-305
    • (1973) Czechoslovak Math J , vol.23 , pp. 298-305
    • Fiedler, M.1
  • 15
    • 0003186094 scopus 로고
    • Eigenvectors of acyclic matrices
    • Fiedler M (1975a). Eigenvectors of acyclic matrices. Czechoslovak Math J 25: 607-618
    • (1975) Czechoslovak Math J , vol.25 , pp. 607-618
    • Fiedler, M.1
  • 16
    • 0000827674 scopus 로고
    • A property of eigenvectors of nonnegative symmetric matrices and its application to graph theory
    • Fiedler M (1975b). A property of eigenvectors of nonnegative symmetric matrices and its application to graph theory. Czechoslovak Math J 25: 619-633
    • (1975) Czechoslovak Math J , vol.25 , pp. 619-633
    • Fiedler, M.1
  • 17
    • 0343442766 scopus 로고
    • Knowledge acquisition via incremental conceptual clustering
    • Fisher D (1987). Knowledge acquisition via incremental conceptual clustering. Machine Learning 2: 139-172
    • (1987) Machine Learning , vol.2 , pp. 139-172
    • Fisher, D.1
  • 20
    • 0026925324 scopus 로고
    • New spectral methods for ratio cut partitioning and clustering
    • Hagen L and Kahng AB (1992). New spectral methods for ratio cut partitioning and clustering. IEEE Trans CAD Integrated Circuits Systems 11(9): 1074-1085
    • (1992) IEEE Trans CAD Integrated Circuits Systems , vol.11 , Issue.9 , pp. 1074-1085
    • Hagen, L.1    Kahng, A.B.2
  • 23
    • 85132256511 scopus 로고    scopus 로고
    • A general approach to clustering in large databases with noise
    • Hinneburg A and Keim D (2003). A general approach to clustering in large databases with noise. Knowledge Information Systems 5(4): 387-415
    • (2003) Knowledge Information Systems , vol.5 , Issue.4 , pp. 387-415
    • Hinneburg, A.1    Keim, D.2
  • 25
    • 6344251104 scopus 로고    scopus 로고
    • Text clustering based on background knowledge
    • University of Karlsruhe, Institute AIFB, Karlsruhe
    • Hotho A, Staab S, Stumme G (2003) Text clustering based on background knowledge, Technical report 425. University of Karlsruhe, Institute AIFB, Karlsruhe
    • (2003) Technical Report 425
    • Hotho, A.1    Staab, S.2    Stumme, G.3
  • 33
    • 35248827851 scopus 로고    scopus 로고
    • An intelligent information system for organizing online text documents
    • Kim H and Lee S (2004). An intelligent information system for organizing online text documents. Knowledge Information Systems 6(2): 125-149
    • (2004) Knowledge Information Systems , vol.6 , Issue.2 , pp. 125-149
    • Kim, H.1    Lee, S.2
  • 35
    • 34248641408 scopus 로고    scopus 로고
    • Fast agglomerative hierarchical clustering algorithm using locality-sensitive hashing
    • Koga H, Ishibashi T and Watanabe T (2007). Fast agglomerative hierarchical clustering algorithm using locality-sensitive hashing. Knowledge Information Systems 12(1): 25-53
    • (2007) Knowledge Information Systems , vol.12 , Issue.1 , pp. 25-53
    • Koga, H.1    Ishibashi, T.2    Watanabe, T.3
  • 37
    • 0033592606 scopus 로고    scopus 로고
    • Learning the parts of objects by non-negative matrix factorization
    • Lee DD and Seung HS (1999). Learning the parts of objects by non-negative matrix factorization. Nature 401: 788-791
    • (1999) Nature , vol.401 , pp. 788-791
    • Lee, D.D.1    Seung, H.S.2
  • 49
    • 0034244751 scopus 로고    scopus 로고
    • Normalized cuts and image segmentation
    • Shi J and Malik J (2000). Normalized cuts and image segmentation. IEEE Trans on PAMI 22(8): 888-905
    • (2000) IEEE Trans on PAMI , vol.22 , Issue.8 , pp. 888-905
    • Shi, J.1    Malik, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.