메뉴 건너뛰기




Volumn , Issue , 2005, Pages 205-220

Weighted evidence accumulation clustering

Author keywords

Clustering; Combining multiple partitions; Validity indices; Weighting cluster ensembles

Indexed keywords

CLUSTER ENSEMBLES; CLUSTERING; CLUSTERING ENSEMBLE; CO-ASSOCIATION MATRIX; COMBINATION PROCESS; EVIDENCE ACCUMULATION; SYNTHETIC AND REAL DATA; VALIDITY INDEX;

EID: 84884293274     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (3)

References (28)
  • 3
    • 84884292883 scopus 로고    scopus 로고
    • Data Mining- Concepts and Techniques, Morgan Kaufmann Publishers
    • J. Han, M. Kamber, Data Mining- Concepts and Techniques, Morgan Kaufmann Publishers, 2001.
    • (2001)
    • Han, J.1    Kamber, M.2
  • 4
    • 84957012677 scopus 로고    scopus 로고
    • Finding consistent clusters in data partitions
    • Multiple Classifier Systems, Vol. LNCS 2096, Josef Kittler and Fabio Roli, editors, Springer
    • A. Fred, "Finding consistent clusters in data partitions", Multiple Classifier Systems, Vol. LNCS 2096, Josef Kittler and Fabio Roli, editors, Springer, 2001. 309-318
    • (2001) , pp. 309-318
    • Fred, A.1
  • 5
    • 84951752334 scopus 로고    scopus 로고
    • Evidence accumulation clustering based on the k-means algorithm
    • S.S.S.P.R., Vol. LNCS 2396, T.Caelli et al., editor, Springer-Verlag
    • A. Fred, A.K. Jain, "Evidence accumulation clustering based on the k-means algorithm", S.S.S.P.R., Vol. LNCS 2396, T.Caelli et al., editor, Springer-Verlag, 2002, pp. 442-451.
    • (2002) , pp. 442-451
    • Fred, A.1    Jain, A.K.2
  • 6
    • 21244468777 scopus 로고    scopus 로고
    • Combining Multiple Clusterings using Evidence Accumulation
    • IEEE Transactions on Pattern analysis and Machine Intelligence, No.6, June
    • A. Fred and A.K. Jain, "Combining Multiple Clusterings using Evidence Accumulation", IEEE Transactions on Pattern analysis and Machine Intelligence, Vol.27, No.6, June 2005, pp. 835-850.
    • (2005) , vol.27 , pp. 835-850
    • Fred, A.1    Jain, A.K.2
  • 8
    • 70349238123 scopus 로고    scopus 로고
    • Combining Multiple Weak Clusterings
    • on Data Mining, Melbourne Florida
    • A. Topchy, A.K. Jain, and W. Punch, "Combining Multiple Weak Clusterings", IEEE Intl. Conf. on Data Mining, Melbourne Florida, pp. 331-338. 2003
    • (2003) IEEE Intl. Conf. , pp. 331-338
    • Topchy, A.1    Jain, A.K.2    Punch, W.3
  • 9
    • 0001788080 scopus 로고    scopus 로고
    • An Experimental Comparison of Several Clustering and Initialization Methods
    • Uncertainty in Artificial Intelligence
    • M. Meila and D. Heckerman, "An Experimental Comparison of Several Clustering and Initialization Methods", Proc. 14th Conf. Uncertainty in Artificial Intelligence, p.p. 386-395, 1998.
    • (1998) Proc. 14th Conf. , pp. 386-395
    • Meila, M.1    Heckerman, D.2
  • 11
    • 84884300385 scopus 로고    scopus 로고
    • Pattern Recognition Academic Press
    • S. Theodorodis, K. Koutroubas, Pattern Recognition Academic Press, 1999.
    • (1999)
    • Theodorodis, S.1    Koutroubas, K.2
  • 13
    • 84941155240 scopus 로고
    • Well separated clusters and optimal fuzzy partitions
    • J.C. Dunn, "Well separated clusters and optimal fuzzy partitions", J. Cybern, Vol. 4, 1974, pp. 95-104.
    • (1974) J. Cybern , vol.4 , pp. 95-104
    • Dunn, J.C.1
  • 15
    • 84884327566 scopus 로고    scopus 로고
    • Applied Multivariate Techniques, John Willwy & Sons
    • S.C. Sharma, Applied Multivariate Techniques, John Willwy & Sons, 1996.
    • (1996)
    • Sharma, S.C.1
  • 17
    • 84884293001 scopus 로고
    • Finding groups in data: an introduction to cluster analysis, New York, Wiley
    • L. Kaufman, P. Roussesseeuw, Finding groups in data: an introduction to cluster analysis, New York, Wiley, 1990.
    • (1990)
    • Kaufman, L.1    Roussesseeuw, P.2
  • 18
    • 0033715579 scopus 로고    scopus 로고
    • Genetic Algorithm Based Clustering Technique
    • U. Maulik, Bandyopadhyay, "Genetic Algorithm Based Clustering Technique", Pattern Recognition, Vol. 33, pages, 2000, pp. 1455-1465.
    • (2000) Pattern Recognition , vol.33 , pp. 1455-1465
    • Maulik, M.1    Bandyopadhyay, S.2
  • 20
    • 0023905024 scopus 로고
    • A criterion for determining the number of groups in a dataset using sum of squares clustering
    • W. Krazanowski, Y. Lai, "A criterion for determining the number of groups in a dataset using sum of squares clustering", Biometrics, 1985, pp. 23-34.
    • (1985) Biometrics , pp. 23-34
    • Krazanowski, W.1    Lai, Y.2
  • 21
    • 33748888529 scopus 로고
    • Statistical theory in clustering
    • J.A. Hartigan, "Statistical theory in clustering", J. Classification, 1985, 63-76.
    • (1985) J. Classification , pp. 63-76
    • Hartigan, J.A.1
  • 22
    • 4043077037 scopus 로고    scopus 로고
    • A new cluster validity measure and its application to image compression
    • C.H. Chou, M.C. Su, E. Lai, "A new cluster validity measure and its application to image compression", Pattern Analysis and Applications, Vol. 7, 2004, pp. 205-220.
    • (2004) Pattern Analysis and Applications , vol.7 , pp. 205-220
    • Chou, C.H.1    Su, M.C.2    Lai, E.3
  • 24
    • 1942517297 scopus 로고    scopus 로고
    • Random projection for high dimensional data clustering: a cluster ensemble approach
    • 20th International Conference on Machine Learning, ICML;Washington, DC
    • X.Z. Fern, C.E. Broadley, "Random projection for high dimensional data clustering: a cluster ensemble approach", 20th International Conference on Machine Learning, ICML;Washington, DC, 2003, pp. 186-193.
    • (2003) , pp. 186-193
    • Fern, X.Z.1    Broadley, C.E.2
  • 25
    • 0038724494 scopus 로고    scopus 로고
    • Consensus clustering: a resampling-based method for class discovery and visualization of gene expression microarray data
    • S Monti; P. Tamayo; J. Mesirov; T. Golub, "Consensus clustering: a resampling-based method for class discovery and visualization of gene expression microarray data", Machine learning, 52, 2003, pp. 91-118.
    • (2003) Machine learning , vol.52 , pp. 91-118
    • Monti, S.1    Tamayo, P.2    Mesirov, J.3    Golub, T.4
  • 27
    • 3042595860 scopus 로고    scopus 로고
    • Ensembles of Partitions via Data Resampling
    • on Information Technology: Coding and Computing, ITCC04, April
    • B. Minaei-Bidgoli, A. Topchy, W. Punch, "Ensembles of Partitions via Data Resampling", Proc. IEEE Intl. Conf. on Information Technology: Coding and Computing, ITCC04, vol. 2, April 2004, pp. 188-192.
    • (2004) Proc. IEEE Intl. Conf. , vol.2 , pp. 188-192
    • Minaei-Bidgoli, B.1    Topchy, A.2    Punch, W.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.