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Volumn 98 CCIS, Issue PART 2, 2010, Pages 66-72

Particle swarm optimization based clustering: A comparison of different cluster validity indices

Author keywords

cluster validity; clustering; CS measure; manifold distance; particle swarm optimization; PBM index; point symmetry distance

Indexed keywords

CLUSTER VALIDITY; CLUSTERING; CS MEASURE; MANIFOLD DISTANCE; PARTICLE SWARM; PBM INDEX; POINT SYMMETRY;

EID: 78149249556     PISSN: 18650929     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-15859-9_10     Document Type: Conference Paper
Times cited : (6)

References (13)
  • 2
    • 34547681969 scopus 로고    scopus 로고
    • GAPS: A clustering method using a new point symmetry-based distance measure
    • Sanghamitra, B., Sriparna, S.: GAPS: A clustering method using a new point symmetry-based distance measure. Pattern Recognition 40, 3430-3451 (2007)
    • (2007) Pattern Recognition , vol.40 , pp. 3430-3451
    • Sanghamitra, B.1    Sriparna, S.2
  • 3
    • 35948988927 scopus 로고    scopus 로고
    • Density-Sensitive Semi-Supervised Spectral Clustering
    • Ling, W., Liefeng, B., Licheng, J.: Density-Sensitive Semi-Supervised Spectral Clustering. Journal of Software 18(18), 2412-2422 (2007)
    • (2007) Journal of Software , vol.18 , Issue.18 , pp. 2412-2422
    • Ling, W.1    Liefeng, B.2    Licheng, J.3
  • 4
    • 38749142896 scopus 로고    scopus 로고
    • Automatic Kernel Clustering with a Multi-Elitist Partical Swarm Optimization Algorithm
    • Swagatam, D., Ajith, A., Amit, K.: Automatic Kernel Clustering with a Multi-Elitist Partical Swarm Optimization Algorithm. Pattern Recognition Letters 29, 688-699 (2008)
    • (2008) Pattern Recognition Letters , vol.29 , pp. 688-699
    • Swagatam, D.1    Ajith, A.2    Amit, K.3
  • 5
    • 34250115918 scopus 로고
    • An Examination of Procedures for Determining the Number of Clusters in a Data Set
    • Milligan, G.W., Cooper, C.: An Examination of Procedures for Determining the Number of Clusters in a Data Set. Psychometrika 50(2), 159-179 (1985)
    • (1985) Psychometrika , vol.50 , Issue.2 , pp. 159-179
    • Milligan, G.W.1    Cooper, C.2
  • 6
    • 0001788080 scopus 로고    scopus 로고
    • An Experimental Comparison of Several Clustering and Initialization Methods
    • Morgan Kanfmann, Canada
    • Meila, M., Heckerman, D.: An Experimental Comparison of Several Clustering and Initialization Methods. In: Proc. 14th Conf. Uncertainty in Artificial Intelligence, pp. 386-395. Morgan Kanfmann, Canada (1998)
    • (1998) Proc. 14th Conf. Uncertainty in Artificial Intelligence , pp. 386-395
    • Meila, M.1    Heckerman, D.2
  • 9
    • 2442471989 scopus 로고    scopus 로고
    • Particle Swarm Optimization Versus Genetic Algorithms for Phased Array Synthesis
    • Boeringer, D.W., Werner, D.H.: Particle Swarm Optimization Versus Genetic Algorithms for Phased Array Synthesis. IEEE Trans. Antennas Propagation 52(3), 771-779 (2004)
    • (2004) IEEE Trans. Antennas Propagation , vol.52 , Issue.3 , pp. 771-779
    • Boeringer, D.W.1    Werner, D.H.2
  • 10
    • 4043077037 scopus 로고    scopus 로고
    • A New Cluster Validity Measure and Its Application to Image Compression
    • Chou, C.H., Su, M.C., Lai, E.: A New Cluster Validity Measure and Its Application to Image Compression. Pattern Anal. Appl. 7(2), 205-220 (2004)
    • (2004) Pattern Anal. Appl. , vol.7 , Issue.2 , pp. 205-220
    • Chou, C.H.1    Su, M.C.2    Lai, E.3
  • 11
    • 0035365076 scopus 로고    scopus 로고
    • A Modified version of the K-means Algorithm with a Distance Based on Cluster Symmetry
    • Muchun, S., Chienhsing, C.: A Modified version of the K-means Algorithm with a Distance Based on Cluster Symmetry. IEEE Trans. Pattern Anal. Mach. Intell. 23(6) (2001)
    • (2001) IEEE Trans. Pattern Anal. Mach. Intell. , vol.23 , Issue.6
    • Muchun, S.1    Chienhsing, C.2
  • 12
    • 28444473249 scopus 로고    scopus 로고
    • Supervised Nonlinear Dimen-sionality Reduction for Visualization and Classification
    • Geng, X., Zhan, D.C., Zhou, Z.H.: Supervised Nonlinear Dimen-sionality Reduction for Visualization and Classification. IEEE Trans. Syst. Man, Cybern., Part B: Cybern. 35(6), 1098-1107 (2005)
    • (2005) IEEE Trans. Syst. Man, Cybern., Part B: Cybern. , vol.35 , Issue.6 , pp. 1098-1107
    • Geng, X.1    Zhan, D.C.2    Zhou, Z.H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.