Vladimir Batagelj
List of publications on data analysis

  1. Batagelj V.: Note on ultrametric hierarchical clustering algorithms. Psychometrika, 46(1981)3, 351-352.
  2. Batagelj V.: Dissimilarity measures and clustering. III Conference on Applied Mathematics, Institute of mathematics, Novi Sad 1982, 1-12. (in Slovene).
  3. Ferligoj A., Batagelj V.: Clustering with relational constraint. Psychometrika, 47(1982)4, 413-426.
  4. Ferligoj A., Batagelj V.: Some types of clustering with relational constraints. Psychometrika, 48(1983)4, 541-552.
  5. Batagelj V.: Notes on the dynamic clusters method. IV conference on applied mathematics, Split, May 28-30, 1984. University of Split, Split 1985, 139-146.
  6. Batagelj V.: Algorithmic aspects of clustering problem. (invited talk) Proceedings of the 7 th International Symposium "Computer at the University", Cavtat 27-29.5.1985, SRCE, Zagreb 1985.
  7. Batagelj V.: On the adding clustering algorithms. (COMPSTAT 86, Short communications and posters), Dipartimento di Statistica Probabilita e Statistiche Applicate, Universita "La Sapienza", Roma, 1986, 29-30.
  8. Batagelj V.: Generalized Ward and related clustering problems. (H.H. Bock, ed.: Classification and related methods of data analysis), North-Holland, Amsterdam, 1988, p. 67-74. (PDF)
  9. Rajkovič V., Bohanec M., Batagelj V.: Knowledge Engineering Techniques for Utility Identification. Acta Psychologica 68(1988), 271-286.
  10. Batagelj V.: Similarity measures between structured objects. MATH/CHEM/COMP 88, Proceedings of International Course and Conference on the Interfaces between Mathematics, Chemistry and Computer Science, Dubrovnik, 20-25 June 1988, A. Graovac (Ed.). Studies in Physical and Theoretical Chemistry, Vol. 63; Elsevier/Noth-Holland, Amsterdam, 1989, p. 25-40.
  11. Košmelj K., Batagelj V.: Cross-sectional approach for clustering time varying data. Journal of Classification 7(1990), pp. 99-109.
  12. Batagelj V., Ferligoj A.: Agglomerative Hierarchical Multicriteria Clustering Using Decision Rules. 9th Symposium COMPSTAT, Dubrovnikm September 1990, K. Momirović, V. Mildner (Eds.), Proceedings in Computational Statistics, Physica-Verlag, Heidelberg, 1990, p. 15-20.
  13. Batagelj V.: Dissimilarities Between Structured Objects -- Fragments. Invited lecture. (E. Diday, Y. Lechevallier ed.: Proceedings of the Conference Symbolic-numeric Data Analysis and Learning, Versailles, France, September 18-20, 1991) Nova Science Publishers, New York 1991, 255-262.
  14. Fabič-Petrač I., Jerman-Blažič B., Batagelj V.: Study of Computation, Relatedness and Activity Prediction of Topological Indices. Journal of Mathematical Chemistry 8(1991), 121-134.
  15. Ferligoj A., Batagelj V.: Direct Multicriteria Clustering Algorithms. Journal of Classification 9(1992)1, 43-61.
  16. Batagelj V., Ferligoj A., Doreian P.: Direct and Indirect Methods for Structural Equivalence. Social Networks 14(1992), 63-90.
  17. Batagelj V., Doreian P., Ferligoj A.: An Optimizational Approach to Regular Equivalence. Social Networks 14(1992), 121-135. (PDF)
  18. Batagelj V., Pisanski T., Keržič D.: Automatic Clustering of Languages. Computational Lingustics 18(1992)3, 339-352.
  19. Batagelj V., Korenjak-Černe S., Sandi Klavžar: Dynamic Programming and Convex Clustering. Algorithmica 11(1994), 93-103.
  20. Keržič D., Jerman-Blažič B., Batagelj V.: Comparison of three Different Approaches to Property Prediction Problem. Journal of Chemical Information and Computer Sciences. 34(1994), 391-394.
  21. Ferligoj A., Batagelj V., Doreian P.: On connecting network analysis and cluster analysis. In: G.H. Fischer and D. Laming (Eds.): Contributions to Mathematical Psychology, Psychometrics, and Methodology. Springer Verlag, New York 1994, p. 323-338.
  22. Batagelj V.: Semirings for Social Networks Analysis. Journal of Mathematical Sociology, 19(1994)1, 53-68. (preprint PDF)
  23. Doreian P., Batagelj V., Ferligoj A.: Partitioning networks based on generalized concepts of equivalence. Journal of Mathematical Sociology, 19(1994)1, 1-27.
  24. Batagelj V., Bren M.: Comparing Resemblance Measures. Journal of Classification 12(1995)1, 73-90. (PDF; PDF)
  25. Batagelj V.: Norms and Distances over Finite Groups. Journal of Combinatorics, Informatics & System Sciences 20(1995)1-4, 243-252. (PDF)
  26. Batagelj V., Bren M.: Determining the Distance Index. In: E. Diday, Y. Lechevallier, O. Opitz (Eds.): Ordinal and Symbolic Data Analysis. Springer, Berlin 1996, p. 238-251.
  27. Batagelj V.: Notes on blockmodeling. Social Networks 19(1997), 143-155. (preprint PDF)
  28. Korenjak-Černe S., Batagelj V.: Clustering Large Datasets of Mixed Units. IFCS'98, Rome, 1998. (preprint PDF)
  29. Batagelj V., Ferligoj A.: Constrained Clustering Problems. IFCS'98, Rome, 1998. (PDF)
  30. White D.R., Batagelj V., Mrvar A.: Analyzing Large Kinship and Marriage Networks with Pgraph and Pajek. Social Science Computer Review, 17(1999)3, p. 245-274. (PDF)
  31. Batagelj V., Mrvar A., Zaveršnik M.: Partitioning Approach to Visualization of Large Graphs. Kratochvil, J. (Ed.) Graph Drawing. 7th International Symposium, GD'99, Stirin Castle, Czech Republic, Proceedings. Lecture Notes in Computer Science, 1731. Springer-Verlag, Berlin/Heidelberg 1999, p. 90-97. (slides)
  32. Batagelj V., Ferligoj A., Doreian P.: Generalized Blockmodeling. Informatica, 23(1999), 501-506. (preprint PS)
  33. Batagelj V., A. Mrvar: Some Analyses of Erdős Collaboration Graph. Social Networks 22(2000), 173-186. (preprint, data page)
  34. Doreian P., Batagelj V., Ferligoj A.: Symmetric-Acyclic Decompositions of Networks. Journal of Classification, 17(2000)1, 3-28. (preprint PDF)
  35. Mrvar A., Batagelj V.: Relational Calculator - a tool for analyzing social networks . Metodološki zvezki 16, FDV, Ljubljana, 2000, 63-76. (PDF)
  36. Batagelj V., Ferligoj A.: Clustering relational data. Data Analysis (ed.: W. Gaul, O. Opitz, M. Schader), Springer, Berlin 2000, 3-15. (preprint PDF)
  37. Batagelj V., Mrvar A.: A subquadratic triad census algorithm for large sparse networks with small maximum degree. Social Networks 23(2001), 237-243. (preprint PDF)
  38. Dremelj P., Mrvar A., Batagelj V.: Analiza rodoslova dubrovačkog vlasteoskog kruga pomoċu programa Pajek. Anali Dubrovnik XL, HAZU, Zagreb, Dubrovnik, 2002, 105-126.
  39. Korenjak-Černe S., Batagelj V.: Symbolic Data Analysis Approach to Clustering Large Datasets. Jajuga etal. eds.: Classification, Clustering and Data Analysis. IFCS'02, Cracow, 2002. Springer, Berlin 2002, p. 319-327. (preprint PDF)
  40. Batagelj V., Mrvar A., Zaveršnik M.: Network analysis of dictionaries. Jezikovne tehnologije / Language Technologies, T. Erjavec, J. Gros eds., Ljubljana 2002, p. 135-142. (PDF)
  41. Batagelj V., Mrvar A., Zaveršnik M.: Network Analysis of Texts. Jezikovne tehnologije / Language Technologies, T. Erjavec, J. Gros eds., Ljubljana 2002, p. 143-148. (PDF)
  42. Batagelj V., Mrvar A.: Pajek - Analysis and Visualization of Large Networks. in Jünger, M., Mutzel, P., (Eds.) Graph Drawing Software. Springer, Berlin 2003. p. 77-103 (preprint PDF)
  43. Doreian P., Batagelj V., Ferligoj A.: Generalized blockmodeling of two-mode network data. Social Networks 26(2004), 29-53. (preprint PDF)
  44. Doreian P., Batagelj V., Ferligoj A.: Generalized Blockmodeling, CUP, November 2004.
  45. W. de Nooy, A. Mrvar, V. Batagelj: Exploratory Social Network Analysis with Pajek, CUP, January 2005.
  46. Batagelj V., Brandes U.: Efficient Generation of Large Random Networks. Physical Review E 71, 036113, 2005. (preprint PDF).