Universidad Carlos III de Madrid - UC3M

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Alberto Muñoz García

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Última actualización: 23/03/2010
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Associate Professor at the Department of Statistics and Econometrics of Universidad Carlos III de Madrid since 1999.
Ph.D in Mathematics, Universidad de Salamanca (1994)

Fields of Interest

Semiparametric Techniques ( neural network, SVM - Suport Vector Machines) for pattern´s recognition problems in general. Visualisation and textual information process. Cluster Analysis and Classification.

Teaching

First quarter

  • Simulation Methods and Computing Statistics (B.A in CC. Y TT. Statistics).

Second quarter

  • Statistical Methods in Data Mining.(B.A in CC. Y TT. Statistics).
  • Advanced techniques in multivariate analysis(Neural network, Doctoral course in Mathematical Engeneering).
foto alberto

E-Mail: albmun@est-econ.uc3m.es
Phone: +34 91 6249579
Fax: +34 91 6249849
Office: 10.1.31

Recent publications

  • "Detecting the number of clusters using a SVM approach" (con J. Martinez y M. Martin-Merino), LNCS, Springer Verlag, (2002) (pendiente de asignación de páginas).
  • "New asymmetric iterative scaling models for the generation of textual word maps" (con M. Martin-Merino), Proceedings of the 6th International Conference on the Statistical Analysis of Textual Data, CSIA-CERESTA, Ed. A. Morin and P. Sébillot, vol 2, pp. 593-603, (2002).
  • "Self Organizing Map and Sammon Mapping for asymmetric proximities", (con M. Martin-Merino), LNCS, Springer Verlag (2001), vol. 2130, pp. 429-435.