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Volumn 6322 LNAI, Issue PART 2, 2010, Pages 451-466

Improved MinMax cut graph clustering with nonnegative relaxation

Author keywords

cluster balance; MinMax cut; Nonnegative relaxation; Normalized cut; random graphs; Spectral clustering

Indexed keywords

CLUSTER BALANCE; MIN-MAX; NONNEGATIVE RELAXATION; NORMALIZED CUTS; RANDOM GRAPHS; SPECTRAL CLUSTERING;

EID: 78049372129     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-15883-4_29     Document Type: Conference Paper
Times cited : (104)

References (24)
  • 2
    • 78049383727 scopus 로고    scopus 로고
    • Spectral embedded clustering
    • Nie, F., Xu, D., Tsang, I. W., Zhang, C.: Spectral embedded clustering. In: IJCAI, pp. 1181-1186 (2009)
    • (2009) IJCAI , pp. 1181-1186
    • Nie, F.1    Xu, D.2    Tsang, I.W.3    Zhang, C.4
  • 6
    • 56449109295 scopus 로고    scopus 로고
    • Maximum margin clustering made practical
    • Corvallis, Oregon, USA
    • Zhang, K., Tsang, I., Kwok, J.: Maximum margin clustering made practical. In: ICML, Corvallis, Oregon, USA (2007)
    • (2007) ICML
    • Zhang, K.1    Tsang, I.2    Kwok, J.3
  • 7
    • 77956537253 scopus 로고    scopus 로고
    • Tighter and convex maximum margin clustering
    • Li, Y., Tsang, I., Kwok, J. T., Zhou, Z.: Tighter and convex maximum margin clustering. In: AISTATS (2009)
    • (2009) AISTATS
    • Li, Y.1    Tsang, I.2    Kwok, J.T.3    Zhou, Z.4
  • 8
    • 0034244751 scopus 로고    scopus 로고
    • Normalized cuts and image segmentation
    • Shi, J., Malik, J.: Normalized cuts and image segmentation. IEEE Transactions on PAMI 22(8), 888-905 (2000)
    • (2000) IEEE Transactions on PAMI , vol.22 , Issue.8 , pp. 888-905
    • Shi, J.1    Malik, J.2
  • 9
    • 20344404193 scopus 로고    scopus 로고
    • Clustering fiber traces using normalized cuts
    • Barillot, C., Haynor, D. R., Hellier, P. eds., Springer, MICCAI 2004, Heidelberg
    • Brun, A., Park, H. J., Shenton, M. E.: Clustering fiber traces using normalized cuts. In: Barillot, C., Haynor, D. R., Hellier, P. (eds.) MICCAI 2004. LNCS, vol. 3216, pp. 368-375. Springer, Heidelberg (2004)
    • (2004) LNCS , vol.3216 , pp. 368-375
    • Brun, A.1    Park, H.J.2    Shenton, M.E.3
  • 10
    • 36349007626 scopus 로고    scopus 로고
    • Spectral clustering of biological sequence data
    • Pentney, W., Meila, M.: Spectral clustering of biological sequence data. In: AAAI (2005)
    • (2005) AAAI
    • Pentney, W.1    Meila, M.2
  • 11
    • 78149301227 scopus 로고    scopus 로고
    • A min-max cut algorithm for graph partitioning and data clustering
    • Ding, C. H. Q., He, X., Zha, H., Gu, M., Simon, H. D.: A min-max cut algorithm for graph partitioning and data clustering. In: ICDM, pp. 107-114 (2001)
    • (2001) ICDM , pp. 107-114
    • Ding, C.H.Q.1    He, X.2    Zha, H.3    Gu, M.4    Simon, H.D.5
  • 13
    • 0026396076 scopus 로고
    • An improved two-way partitioning algorithm with stable performance [vlsi]
    • Cheng, C. K., Wei, Y. C. A.: An improved two-way partitioning algorithm with stable performance [vlsi]. IEEE Trans. on CAD of Integrated Circuits and Systems 10(12), 1502-1511 (1991)
    • (1991) IEEE Trans. on CAD of Integrated Circuits and Systems , vol.10 , Issue.12 , pp. 1502-1511
    • Cheng, C.K.1    Wei, Y.C.A.2
  • 16
    • 67349170432 scopus 로고    scopus 로고
    • Stable local dimensionality reduction approaches
    • Hou, C., Zhang, C., Wu, Y., Jiao, Y.: Stable local dimensionality reduction approaches. Pattern Recognition 42(9), 2054-2066 (2009)
    • (2009) Pattern Recognition , vol.42 , Issue.9 , pp. 2054-2066
    • Hou, C.1    Zhang, C.2    Wu, Y.3    Jiao, Y.4
  • 17
    • 84898964201 scopus 로고    scopus 로고
    • Algorithms for non-negative matrix factorization
    • MIT Press, Cambridge
    • Lee, D. D., Seung, H. S.: Algorithms for non-negative matrix factorization. In: NIPS, pp. 556-562. MIT Press, Cambridge (2001)
    • (2001) NIPS , pp. 556-562
    • Lee, D.D.1    Seung, H.S.2
  • 18
    • 49849097634 scopus 로고    scopus 로고
    • The relationships among various nonnegative matrix factorization methods for clustering
    • Perner, P. ed., Springer, ICDM 2006, Heidelberg
    • Li, T., Ding, C. H. Q.: The relationships among various nonnegative matrix factorization methods for clustering. In: Perner, P. (ed.) ICDM 2006. LNCS (LNAI), vol. 4065, pp. 362-371. Springer, Heidelberg (2006)
    • (2006) LNCS (LNAI) , vol.4065 , pp. 362-371
    • Li, T.1    Ding, C.H.Q.2
  • 21
    • 0001576029 scopus 로고    scopus 로고
    • Characterizing virtual eigensignatures for general purpose face recognition. in face recognition: From theory to applications
    • Graham, D. B., Allinson, N. M.: Characterizing virtual eigensignatures for general purpose face recognition. in face recognition: From theory to applications. NATO ASI Series F, Computer and Systems Sciences 163, 446-456 (1998)
    • (1998) NATO ASI Series F, Computer and Systems Sciences , vol.163 , pp. 446-456
    • Graham, D.B.1    Allinson, N.M.2
  • 22
    • 0035363672 scopus 로고    scopus 로고
    • From few to many: Illumination cone models for face recognition under variable lighting and pose
    • Georghiades, A., Belhumeur, P., Kriegman, D.: From few to many: Illumination cone models for face recognition under variable lighting and pose. IEEE Transactions on PAMI 23(6), 643-660 (2001)
    • (2001) IEEE Transactions on PAMI , vol.23 , Issue.6 , pp. 643-660
    • Georghiades, A.1    Belhumeur, P.2    Kriegman, D.3
  • 23
    • 33644783522 scopus 로고    scopus 로고
    • Self-tuning spectral clustering
    • Zelnik-Manor, L., Perona, P.: Self-tuning spectral clustering. In: NIPS (2004)
    • (2004) NIPS
    • Zelnik-Manor, L.1    Perona, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.