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Volumn 47, Issue 2 SPEC. ISS., 2004, Pages 237-253

Experiments with, and on, algorithms for maximum likelihood clustering

Author keywords

Clustering; Data mining; Heuristic search; Simulated annealing; Tabu search

Indexed keywords

ALGORITHMS; HEURISTIC METHODS; MATHEMATICAL MODELS; MAXIMUM LIKELIHOOD ESTIMATION; PROBLEM SOLVING; STATISTICAL METHODS;

EID: 4444358559     PISSN: 01679473     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.csda.2003.11.002     Document Type: Article
Times cited : (12)

References (27)
  • 1
    • 0027453616 scopus 로고
    • Model-based Gaussian and non-Gaussian Clustering
    • Banfield J.D., Raftery A.E. Model-based Gaussian and non-Gaussian Clustering. Biometrics. 49:1993;803-821.
    • (1993) Biometrics , vol.49 , pp. 803-821
    • Banfield, J.D.1    Raftery, A.E.2
  • 5
    • 23044523797 scopus 로고    scopus 로고
    • Cluster analyse for large data sets: Efficient algorithms for maximizing the mixture likelihood
    • Coleman D.A., Woodruff D.L. Cluster analyse for large data sets. efficient algorithms for maximizing the mixture likelihood J. Comput. Graphic. Statist. 9:2000;672-688.
    • (2000) J. Comput. Graphic. Statist. , vol.9 , pp. 672-688
    • Coleman, D.A.1    Woodruff, D.L.2
  • 6
    • 0000764772 scopus 로고
    • The use of multiple measurements in taxonomic problems
    • Fisher R.A. The use of multiple measurements in taxonomic problems. Ann. Eugen. 7:1936;179-188.
    • (1936) Ann. Eugen. , vol.7 , pp. 179-188
    • Fisher, R.A.1
  • 7
    • 34247969087 scopus 로고
    • On some invariant criteria for grouping data
    • Friedman H.P., Rubin J. On some invariant criteria for grouping data. J. Amer. Statist. Assoc. 62:1967;1159-1178.
    • (1967) J. Amer. Statist. Assoc. , vol.62 , pp. 1159-1178
    • Friedman, H.P.1    Rubin, J.2
  • 8
    • 0000411214 scopus 로고
    • Tabu search (Part I)
    • Glover F. Tabu search. (Part I) ORSA J. Comput. 1:1989;190-206.
    • (1989) ORSA J. Comput. , vol.1 , pp. 190-206
    • Glover, F.1
  • 9
    • 0004215426 scopus 로고    scopus 로고
    • Boston, Dordrecht, London: Kluwer Academic Publisher
    • Glover F., Laguna M. Tabu Search. 1997;Kluwer Academic Publisher, Boston, Dordrecht, London.
    • (1997) Tabu Search
    • Glover, F.1    Laguna, M.2
  • 11
    • 0000559699 scopus 로고
    • The feasible solution algorithm for the minimum covariance determinant estimator in multivariate data
    • Hawkins D.M. The feasible solution algorithm for the minimum covariance determinant estimator in multivariate data. Comput. Statist. Data Anal. 17:1994;197-210.
    • (1994) Comput. Statist. Data Anal. , vol.17 , pp. 197-210
    • Hawkins, D.M.1
  • 12
    • 0037191010 scopus 로고    scopus 로고
    • Validating visual clusters in larger datasets: Fixed point clusters of spectral features
    • Hennig C., Christlieb N. Validating visual clusters in larger datasets: fixed point clusters of spectral features. Comput. Statist. Data Anal. 40:2002;723-739.
    • (2002) Comput. Statist. Data Anal. , vol.40 , pp. 723-739
    • Hennig, C.1    Christlieb, N.2
  • 13
    • 0024770085 scopus 로고
    • Optimization by simulated annealing: An experimental evaluation (Part I). Graph partitioning
    • Johnson D.S., Aragon C.R., McGeoch L.A., Schevon C. Optimization by simulated annealing. an experimental evaluation (Part I). Graph partitioning Oper. Res. 37:1989;865-892.
    • (1989) Oper. Res. , vol.37 , pp. 865-892
    • Johnson, D.S.1    Aragon, C.R.2    Mcgeoch, L.A.3    Schevon, C.4
  • 14
    • 0001294055 scopus 로고
    • The classification and mixture maximum likelihood approaches to cluster analysis
    • Krishnaiah, P.R., Kanal, L. (Eds.). North-Holland, Amsterdam
    • McLachlan, G.J., 1982. The classification and mixture maximum likelihood approaches to cluster analysis. In: Krishnaiah, P.R., Kanal, L. (Eds.), Handbook of Statistics, Vol. 2. North-Holland, Amsterdam, (pp. 199-208).
    • (1982) Handbook of Statistics , vol.2 , pp. 199-208
    • McLachlan, G.J.1
  • 17
    • 0021644144 scopus 로고
    • Fitting straight lines to point patterns
    • Murtagh F., Raftery A.E. Fitting straight lines to point patterns. Pattern Recognition. 17:1984;479-483.
    • (1984) Pattern Recognition , vol.17 , pp. 479-483
    • Murtagh, F.1    Raftery, A.E.2
  • 18
    • 0038683388 scopus 로고    scopus 로고
    • Design of hybrids for the minimum sum-of-squares clustering problem
    • Pacheco J., Valencia O. Design of hybrids for the minimum sum-of-squares clustering problem. Comput. Statist. Data Anal. 43:2003;235-248.
    • (2003) Comput. Statist. Data Anal. , vol.43 , pp. 235-248
    • Pacheco, J.1    Valencia, O.2
  • 19
    • 4243961818 scopus 로고    scopus 로고
    • Master Thesis. Technical Report, Department of Economics, Business Computer Science and Information Management, Technische Universität Braunschweig, D-38106 Germany
    • Reiners, T., 1998. Maximum likelihood clustering of data sets using a multilevel, parallel heuristic. Master Thesis. Technical Report, Department of Economics, Business Computer Science and Information Management, Technische Universität Braunschweig, D-38106 Germany.
    • (1998) Maximum Likelihood Clustering of Data Sets Using a Multilevel, Parallel Heuristic
    • Reiners, T.1
  • 20
    • 0002564033 scopus 로고
    • Multivariate estimation with high breakdown point
    • Grossmann, W., Pflug, G., Vincze, I., Werz, W. (Eds.). Reidel, Dordrecht
    • Rousseeuw, P.J., 1985. Multivariate estimation with high breakdown point In: Grossmann, W., Pflug, G., Vincze, I., Werz, W. (Eds.), Mathematical Statistics and Applications, Vol. B. Reidel, Dordrecht.
    • (1985) Mathematical Statistics and Applications , vol.B
    • Rousseeuw, P.J.1
  • 22
    • 0001340183 scopus 로고
    • Clustering based on likelihood ratio criteria
    • Scott A.J., Symons M.J. Clustering based on likelihood ratio criteria. Biometrics. 27:1971;387-397.
    • (1971) Biometrics , vol.27 , pp. 387-397
    • Scott, A.J.1    Symons, M.J.2
  • 25
    • 84944178665 scopus 로고
    • Hierarchial groupings to optimize an objective function
    • Ward J.H. Hierarchial groupings to optimize an objective function. J. Amer. Statist. Assoc. 58:1963;236-244.
    • (1963) J. Amer. Statist. Assoc. , vol.58 , pp. 236-244
    • Ward, J.H.1
  • 27
    • 21844492457 scopus 로고
    • Computable robust estimation of multivariate location and shape in high dimension using compound estimators
    • Woodruff D.L., Rocke D.M. Computable robust estimation of multivariate location and shape in high dimension using compound estimators. J. Amer. Statist. Assoc. 89:1994;888-896.
    • (1994) J. Amer. Statist. Assoc. , vol.89 , pp. 888-896
    • Woodruff, D.L.1    Rocke, D.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.