메뉴 건너뛰기




Volumn 8081 LNCS, Issue , 2013, Pages 307-320

Consensus clustering with robust evidence accumulation

Author keywords

Clustering Algorithm; Clustering Ensembles; Clustering Selection; Clustering Weighting; Evidence Accumulation Clustering; Median Partition

Indexed keywords

CLUSTERING ENSEMBLE; CLUSTERING SELECTION; CLUSTERING WEIGHTING; EVIDENCE ACCUMULATION; MEDIAN-PARTITION;

EID: 84884917727     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-40395-8_23     Document Type: Conference Paper
Times cited : (12)

References (20)
  • 2
    • 79957585617 scopus 로고    scopus 로고
    • A survey of clustering ensemble algorithms
    • Vega-Pons, S., Ruiz-Shulcloper, J.: A survey of clustering ensemble algorithms. IJPRAI 25(3), 337-372 (2011)
    • (2011) IJPRAI , vol.25 , Issue.3 , pp. 337-372
    • Vega-Pons, S.1    Ruiz-Shulcloper, J.2
  • 4
    • 0041965980 scopus 로고    scopus 로고
    • Cluster ensembles - a knowledge reuse framework for combining multiple partitions
    • Strehl, A., Ghosh, J.: Cluster ensembles - a knowledge reuse framework for combining multiple partitions. J. of Machine Learning Research 3 (2002)
    • (2002) J. Of Machine Learning Research , pp. 3
    • Strehl, A.1    Ghosh, J.2
  • 5
    • 0032131147 scopus 로고    scopus 로고
    • A fast and high quality multilevel scheme for partitioning irregular graphs
    • Karypis, G., Kumar, V.: A fast and high quality multilevel scheme for partitioning irregular graphs. SIAM J. Sci. Comput. 20(1), 359-392 (1998)
    • (1998) SIAM J. Sci. Comput. , vol.20 , Issue.1 , pp. 359-392
    • Karypis, G.1    Kumar, V.2
  • 6
    • 77958509515 scopus 로고    scopus 로고
    • Pairwise probabilistic clustering using evidence accumulation
    • Hancock, E.R., Wilson, R.C., Windeatt, T., Ulusoy, I., Escolano, F. (eds.) SSPR&SPR 2010. Springer, Heidelberg
    • Rota Bulò, S., Lourenço, A., Fred, A., Pelillo, M.: Pairwise probabilistic clustering using evidence accumulation. In: Hancock, E.R., Wilson, R.C., Windeatt, T., Ulusoy, I., Escolano, F. (eds.) SSPR&SPR 2010. LNCS, vol. 6218, pp. 395-404. Springer, Heidelberg (2010)
    • (2010) LNCS , vol.6218 , pp. 395-404
    • Rota Bulò, S.1    Lourenço, A.2    Fred, A.3    Pelillo, M.4
  • 8
    • 84883170582 scopus 로고    scopus 로고
    • Consensus clustering using partial evidence accumulation
    • Sanches, J.M., Micó, L., Cardoso, J.S. (eds.) IbPRIA 2013. Springer, Heidelberg
    • Lourenço, A., Rota Bulò, S., Rebagliati, N., Fred, A., Figueiredo, M., Pelillo, M.: Consensus clustering using partial evidence accumulation. In: Sanches, J.M., Micó, L., Cardoso, J.S. (eds.) IbPRIA 2013. LNCS, vol. 7887, pp. 69-78. Springer, Heidelberg (2013)
    • (2013) LNCS , vol.7887 , pp. 69-78
    • Lourenço, A.1    Rota Bulò, S.2    Rebagliati, N.3    Fred, A.4    Figueiredo, M.5    Pelillo, M.6
  • 10
    • 33744920539 scopus 로고    scopus 로고
    • Moderate diversity for better cluster ensembles
    • Hadjitodorov, S.T., Kuncheva, L.I., Todorova, L.P.: Moderate diversity for better cluster ensembles. Inf. Fusion 7(3), 264-275 (2006)
    • (2006) Inf. Fusion , vol.7 , Issue.3 , pp. 264-275
    • Hadjitodorov, S.T.1    Kuncheva, L.I.2    Todorova, L.P.3
  • 12
    • 72449173699 scopus 로고    scopus 로고
    • Cluster ensemble selection
    • Fern, X.Z., Lin, W.: Cluster ensemble selection. Stat. Anal. Data Min. 1(3), 128-141 (2008)
    • (2008) Stat. Anal. Data Min. , vol.1 , Issue.3 , pp. 128-141
    • Fern, X.Z.1    Lin, W.2
  • 13
    • 55349084078 scopus 로고    scopus 로고
    • Weighted cluster ensemble using a kernel consensus function
    • Ruiz-Shulcloper, J., Kropatsch, W.G. (eds.) CIARP 2008. Springer, Heidelberg
    • Vega-Pons, S., Correa-Morris, J., Ruiz-Shulcloper, J.: Weighted cluster ensemble using a kernel consensus function. In: Ruiz-Shulcloper, J., Kropatsch, W.G. (eds.) CIARP 2008. LNCS, vol. 5197, pp. 195-202. Springer, Heidelberg (2008)
    • (2008) LNCS , vol.5197 , pp. 195-202
    • Vega-Pons, S.1    Correa-Morris, J.2    Ruiz-Shulcloper, J.3
  • 15
    • 57249104712 scopus 로고    scopus 로고
    • Resampling-based selective clustering ensembles
    • Hong, Y., Kwong, S., Wang, H., Ren, Q.: Resampling-based selective clustering ensembles. Pattern Recognition Letters 30(3), 298-305 (2009)
    • (2009) Pattern Recognition Letters , vol.30 , Issue.3 , pp. 298-305
    • Hong, Y.1    Kwong, S.2    Wang, H.3    Ren, Q.4
  • 16
    • 79956344429 scopus 로고    scopus 로고
    • Bagging-based spectral clustering ensemble selection
    • Jia, J., Xiao, X., Liu, B., Jiao, L.: Bagging-based spectral clustering ensemble selection. Pattern Recognition Letters 32(10), 1456-1467 (2011)
    • (2011) Pattern Recognition Letters , vol.32 , Issue.10 , pp. 1456-1467
    • Jia, J.1    Xiao, X.2    Liu, B.3    Jiao, L.4
  • 17
    • 16244401458 scopus 로고    scopus 로고
    • Regularization and variable selection via the elastic net
    • Zou, H., Hastie, T.: Regularization and variable selection via the elastic net. J. of the Royal Stat. Society, Series B, 301-320 (2005)
    • (2005) J. Of the Royal Stat. Society, Series B , pp. 301-320
    • Zou, H.1    Hastie, T.2
  • 19
    • 0041875229 scopus 로고    scopus 로고
    • On spectral clustering: Analysis and an algorithm
    • MIT Press
    • Ng, A.Y., Jordan, M.I., Weiss, Y.: On spectral clustering: Analysis and an algorithm. In: NIPS, pp. 849-856. MIT Press (2001)
    • (2001) NIPS , pp. 849-856
    • Ng, A.Y.1    Jordan, M.I.2    Weiss, Y.3
  • 20
    • 9444274777 scopus 로고    scopus 로고
    • Comparing clusterings by the variation of information
    • Schölkopf, B., Warmuth, M.K. (eds.) COLT/Kernel 2003. Springer, Heidelberg
    • Meilǎ, M.: Comparing clusterings by the variation of information. In: Schölkopf, B., Warmuth, M.K. (eds.) COLT/Kernel 2003. LNCS (LNAI), vol. 2777, pp. 173-187. Springer, Heidelberg (2003)
    • (2003) LNCS (LNAI) , vol.2777 , pp. 173-187
    • Meilǎ, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.