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Volumn 4, Issue 2, 2011, Pages 199-215

Clustering Large Data Sets Described with Discrete Distributions and its Application on TIMSS Data Set

Author keywords

Agglomerative hierarchical clustering method; Clustering; k means method; Large data sets; Leaders method; Mixed units; Symbolic object; TIMSS; Ward's method

Indexed keywords

CLUSTERING ALGORITHMS; TEACHING;

EID: 79953040750     PISSN: 19321872     EISSN: 19321864     Source Type: Journal    
DOI: 10.1002/sam.10105     Document Type: Article
Times cited : (12)

References (26)
  • 8
    • 84944178665 scopus 로고
    • Hierarchical grouping to optimize an objective function
    • J. H. Ward, Hierarchical grouping to optimize an objective function, Journal of the American Statistical Association 58 (1963), 236-244.
    • (1963) Journal of the American Statistical Association , vol.58 , pp. 236-244
    • Ward, J.H.1
  • 10
    • 85196094412 scopus 로고    scopus 로고
    • Symbolic Data Analysis Approach to Clustering Large Ego-Centered Networks, Metodološki zvezki 17, Developments in Statistics, FDV Ljubljana
    • S. Korenjak-Černe, Symbolic Data Analysis Approach to Clustering Large Ego-Centered Networks, Metodološki zvezki 17, Developments in Statistics, FDV Ljubljana, 2002, 45-53.
    • (2002) , pp. 45-53
    • Korenjak-Černe, S.1
  • 11
    • 85196115217 scopus 로고    scopus 로고
    • The TIMSS International Database. TIMSS & PIRLS International Study Center. Boston College, Lynch School of Education. USA. Available: [Last accessed November 30, 2010].
    • The TIMSS International Database. TIMSS & PIRLS International Study Center. Boston College, Lynch School of Education. USA. Available: [Last accessed November 30, 2010].
  • 12
    • 85196106263 scopus 로고    scopus 로고
    • eds. "TIMSS 2003 Technical Report", Chestnut Hill, MA, TIMSS & PIRLS International Study Center, Boston College, Available: [Last accessed November 30, 2010].
    • M. O. Martin, I. V. S. Mullis, and S. J. Chrostowski, eds. "TIMSS 2003 Technical Report", Chestnut Hill, MA, TIMSS & PIRLS International Study Center, Boston College, 2004. Available: [Last accessed November 30, 2010].
    • (2004)
    • Martin, M.O.1    Mullis, I.V.S.2    Chrostowski, S.J.3
  • 13
    • 85196073929 scopus 로고    scopus 로고
    • The Educational Research Institute, Slovenia. Available: [Last accessed November 30, 2010].
    • The Educational Research Institute, Slovenia. Available: [Last accessed November 30, 2010].
  • 14
    • 85196085010 scopus 로고    scopus 로고
    • Comparing Dissimilarity Measures for Symbolic Data Analysis, In Proceedings of Techniques and Technologies for Statistics-Exchange of Technology and Know-How. Crete, 1, Available:
    • D. Malerba, F. Esposito, V. Gioviale, and V. Tamma, Comparing Dissimilarity Measures for Symbolic Data Analysis, In Proceedings of Techniques and Technologies for Statistics-Exchange of Technology and Know-How. Crete, 1, 2001, 473-481. Available:
    • (2001) , pp. 473-481
    • Malerba, D.1    Esposito, F.2    Gioviale, V.3    Tamma, V.4
  • 15
    • 85196070740 scopus 로고    scopus 로고
    • Metrics in symbolic data analysis, In Proceedings of the Meeting of the Classification and Data analysis Group (CLADAG) of the Italian Statistical Society, Universitiy of Bologna. Berlin Heidelberg, Springer
    • L. Nieddu and A. Rizzi, Metrics in symbolic data analysis, In New developments in Classification and Data Analysis. Proceedings of the Meeting of the Classification and Data analysis Group (CLADAG) of the Italian Statistical Society, Universitiy of Bologna. Berlin Heidelberg, Springer, 2003, 71-78.
    • (2003) New developments in Classification and Data Analysis , pp. 71-78
    • Nieddu, L.1    Rizzi, A.2
  • 17
    • 85196080789 scopus 로고    scopus 로고
    • Clustering of discrete distributions: a case of patents citations (Submitted).
    • N. Kejžar, S. Korenjak-Černe and V. Batagelj, Clustering of discrete distributions: a case of patents citations (Submitted).
    • Kejžar, N.1    Korenjak-Černe, S.2    Batagelj, V.3
  • 18
    • 85196063148 scopus 로고
    • Optimisation en classification automatique, Tome 1.,2. INRIA, Rocquencourt (in French)
    • E. Diday, Optimisation en classification automatique, Tome 1., 2. INRIA, Rocquencourt (in French), 1979.
    • (1979)
    • Diday, E.1
  • 19
    • 0033720134 scopus 로고    scopus 로고
    • The analysis of a simple k-means clustering algorithm, In Proceedings of the Symposium on Computational Geometry
    • T. Kanungo, D. M. Mount, N. S. Netanyahu, C. D. Piatko, R. Silverman, and A. Y. Wu, The analysis of a simple k-means clustering algorithm, In Proceedings of the Symposium on Computational Geometry, 2000, 100-109.
    • (2000) , pp. 100-109
    • Kanungo, T.1    Mount, D.M.2    Netanyahu, N.S.3    Piatko, C.D.4    Silverman, R.5    Wu, A.Y.6
  • 20
    • 0042460151 scopus 로고
    • Clustering with Relational Constraint
    • A. Ferligoj and V. Batagelj, Clustering with Relational Constraint, Psychometrika 47(4), (1982), 413-425.
    • (1982) Psychometrika , vol.47 , Issue.4 , pp. 413-425
    • Ferligoj, A.1    Batagelj, V.2
  • 21
    • 85196064174 scopus 로고
    • Agglomerative Methods in clustering with Constraints, Presented at the Joint European Meeting of the Psychometric and Clasification Societies, Jouy-en-Josas, France, July, 6-8
    • V. Batagelj, Agglomerative Methods in clustering with Constraints, Presented at the Joint European Meeting of the Psychometric and Clasification Societies, Jouy-en-Josas, France, July, 6-8, 1983.
    • (1983)
    • Batagelj, V.1
  • 22
    • 10644276935 scopus 로고
    • Generalized Ward and related clustering problems, In, Amsterdam, North-Holland
    • V. Batagelj, Generalized Ward and related clustering problems, In Classification and Related Methods of Data Analysis, Amsterdam, North-Holland, 1988, 67-74.
    • (1988) Classification and Related Methods of Data Analysis , pp. 67-74
    • Batagelj, V.1
  • 23
    • 0003126317 scopus 로고
    • A general theory of classificatory sorting startegies, 1. Hierarchical systems
    • G. N. Lance and W. T. Williams, A general theory of classificatory sorting startegies, 1. Hierarchical systems, The Computer Journal 9, (1967), 373-380.
    • (1967) The Computer Journal , vol.9 , pp. 373-380
    • Lance, G.N.1    Williams, W.T.2
  • 24
    • 34250238240 scopus 로고
    • Note on ultrametric hierarchical clustering algorithms
    • V. Batagelj, Note on ultrametric hierarchical clustering algorithms, Psychometrika 46(3) (1981), 351-352.
    • (1981) Psychometrika , vol.46 , Issue.3 , pp. 351-352
    • Batagelj, V.1
  • 25
    • 85196105026 scopus 로고    scopus 로고
    • Differences in teaching and learning mathematics in classes over the world: the application of adapted leaders clustering method, In Proceedings of the IRC-2004: IEA International Research Conference, Nicosia, University of Cyprus, Department of Education
    • B. Japelj Pavešić and S. Korenjak-Černe, Differences in teaching and learning mathematics in classes over the world: the application of adapted leaders clustering method, In Proceedings of the IRC-2004: IEA International Research Conference, Nicosia, University of Cyprus, Department of Education, 2004, 85-101.
    • (2004) , pp. 85-101
    • Japelj Pavešić, B.1    Korenjak-Černe, S.2
  • 26
    • 85196103792 scopus 로고    scopus 로고
    • Comparison of teaching mathematics: An application of Adapted Leaders Clustering Method, Presented on the International Conference IFCS 2006 in Ljubljana.
    • B. Japelj Pavešić, Comparison of teaching mathematics: An application of Adapted Leaders Clustering Method, Presented on the International Conference IFCS 2006 in Ljubljana.
    • Japelj Pavešić, B.1


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