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Volumn 44, Issue 3, 2011, Pages 694-703

Combining multiple clusterings using similarity graph

Author keywords

Cluster ensemble; Clustering; Combining clustering partitions; Evidence accumulation; Mutual information; Robust clustering

Indexed keywords

CLUSTER ENSEMBLES; CLUSTERING; COMBINING CLUSTERING PARTITIONS; EVIDENCE ACCUMULATION; MUTUAL INFORMATIONS; ROBUST CLUSTERING;

EID: 78649326845     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2010.09.008     Document Type: Article
Times cited : (70)

References (25)
  • 1
    • 77953765820 scopus 로고    scopus 로고
    • Data clustering: 50 years beyond k-means
    • A.K. Jain Data clustering: 50 years beyond k-means W. Daelemans, B. Goethals, K. Morik, ECML/PKDD (1), Lecture Notes in Computer Science vol. 5211 2008 Springer 3 4
    • (2008) ECML/PKDD (1), Lecture Notes in Computer Science , vol.5211 , pp. 3-4
    • Jain, A.K.1
  • 4
    • 75749158471 scopus 로고    scopus 로고
    • On voting-based consensus of cluster ensembles
    • H.G. Ayad, and M.S. Kamel On voting-based consensus of cluster ensembles Pattern Recognition 43 5 2010 1943 1953
    • (2010) Pattern Recognition , vol.43 , Issue.5 , pp. 1943-1953
    • Ayad, H.G.1    Kamel, M.S.2
  • 5
    • 58249083744 scopus 로고    scopus 로고
    • Clustering aggregation by probability accumulation
    • X. Wang, C. Yang, and J. Zhou Clustering aggregation by probability accumulation Pattern Recognition 42 5 2009 668 675
    • (2009) Pattern Recognition , vol.42 , Issue.5 , pp. 668-675
    • Wang, X.1    Yang, C.2    Zhou, J.3
  • 7
    • 0041965980 scopus 로고    scopus 로고
    • Cluster ensemblesa knowledge reuse framework for combining multiple partitions
    • A. Strehl, and J. Ghosh Cluster ensemblesa knowledge reuse framework for combining multiple partitions Journal of Machine Learning Research 3 2003 583 617
    • (2003) Journal of Machine Learning Research , vol.3 , pp. 583-617
    • Strehl, A.1    Ghosh, J.2
  • 9
    • 0032131147 scopus 로고    scopus 로고
    • A fast and high quality multilevel scheme for partitioning irregular graphs
    • G. Karypis, and V. Kumar A fast and high quality multilevel scheme for partitioning irregular graphs SIAM Journal on Scientific Computing 20 1 1998 359 392
    • (1998) SIAM Journal on Scientific Computing , vol.20 , Issue.1 , pp. 359-392
    • Karypis, G.1    Kumar, V.2
  • 13
    • 58249083148 scopus 로고    scopus 로고
    • A scalable framework for cluster ensembles
    • P. Hore, L.O. Hall, and D.B. Goldgof A scalable framework for cluster ensembles Pattern Recognition 42 5 2009 676 688
    • (2009) Pattern Recognition , vol.42 , Issue.5 , pp. 676-688
    • Hore, P.1    Hall, L.O.2    Goldgof, D.B.3
  • 14
    • 13444283223 scopus 로고    scopus 로고
    • Finding median partitions using information-theoretical-based genetic algorithms
    • D. Cristofor, and D. Simovici Finding median partitions using information-theoretical-based genetic algorithms Journal of Universal Computer Science 8 2 2002 153 172
    • (2002) Journal of Universal Computer Science , vol.8 , Issue.2 , pp. 153-172
    • Cristofor, D.1    Simovici, D.2
  • 17
    • 71049115558 scopus 로고    scopus 로고
    • Clustering Ensembles Using Ants Algorithm, Methods and Models in Artificial and Natural Computation
    • J. Azimi, P. Cull, X. Fern, Clustering Ensembles Using Ants Algorithm, Methods and Models in Artificial and Natural Computation. A Homage to Professor Miras Scientific Legacy, 2009, pp. 295304.
    • (2009) A Homage to Professor Miras Scientific Legacy , pp. 295-304
    • Azimi, J.1    Cull, P.2    Fern, X.3
  • 20
    • 74949115617 scopus 로고    scopus 로고
    • A binary method for fast computation of inter and intra cluster similarities for combining multiple clusterings
    • ACM New York, NY, USA
    • S. Mimaroglu, and A.M. Yagci A binary method for fast computation of inter and intra cluster similarities for combining multiple clusterings ICIS '09: Proceedings of the 2nd International Conference on Interaction Sciences 2009 ACM New York, NY, USA 452 456
    • (2009) ICIS '09: Proceedings of the 2nd International Conference on Interaction Sciences , pp. 452-456
    • Mimaroglu, S.1    Yagci, A.M.2
  • 21
    • 84950632109 scopus 로고
    • Objective criteria for the evaluation of clustering methods
    • W.M. Rand Objective criteria for the evaluation of clustering methods Journal of the American Statistical Association 66 336 1971 846 850 ArticleType: primary-article/Full publication date: December 1971/Copyright 1971 American Statistical Association
    • (1971) Journal of the American Statistical Association , vol.66 , Issue.336 , pp. 846-850
    • Rand, W.M.1
  • 23
    • 41549149997 scopus 로고    scopus 로고
    • Comparison of distance indices between partitions
    • Springer
    • L. Denud, and A. Gunoche Comparison of distance indices between partitions Data Science and Classification 2006 Springer 21 28
    • (2006) Data Science and Classification , pp. 21-28
    • Denud, L.1    Gunoche, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.