journal articles

Vegas-Azcárate, S. and Muruzábal, J. (2005) Cluster Analysis Via Neuron Proximity in Monitored Self-Organizing Maps, Biosignal Processing and Classification, Vol. 1, pp. 50-59, Insticc Press, ISBN-972-8865-35-X.

Muruzábal, J. and Vegas-Azcárate, S. (2005) Equiprobabilistic maps and plausible density estimation, Proceedings of the Workshop on Self-Organizing Maps WSOM’05, Vol. 5, pp. 155-162.

Vegas-Azcárate, S. and Muruzábal, J. (2003) On the use of the GTM algorithm for mode detection, Lecture Notes in Computer Science, Vol. 2810, pp. 497-508, Springer-Verlag, ISSN-0302-9743.

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technical reports

Vegas-Azcárate, S. and Muruzábal, J. in memoriam (2006) SOM+: a monitored SOM and its applications to Bioinformatics, Technical Reports on Statistics and Decision Sciences URJC, Vol. 3, ISSN-1699-6895-TR06/15.

Vegas-Azcárate, S. (2006) Topology preservation in nonvectorial SOM, Technical Reports on Statistics and Decision Sciences URJC, Vol. 3, ISSN-1699-6895-TR06/5.

Vegas-Azcárate, S. and Muruzábal, J. (2006) Mode detection via neuron proximity in monitored self-organizing maps, Technical Reports on Statistics and Decision Sciences URJC, Vol. 3, ISSN-1699-6895-TR06/4.

Vegas-Azcárate, S. and Muruzábal, J. (2006) Density estimation with equiprobabilistic maps, Technical Reports on Statistics and Decision Sciences URJC, Vol. 3, ISSN-1699-6895-TR06/3.

Vegas-Azcárate, S. and Muruzábal, J. (2006) Mode estimation with topographic maps, Technical Reports on Statistics and Decision Sciences URJC, Vol. 3, ISSN-1699-6895-TR06/2.

Vegas-Azcárate, S. and Muruzábal, J. (2006) Drawbacks in classic methods for multivariate mode detection problems, Technical Reports on Statistics and Decision Sciences URJC, Vol. 3, ISSN-1699-6895-TR06/1.

Vegas-Azcárate, S., Gautama, T. and van Hulle, M. (2005) Nonvectorial kMER and topology preservation, Technical Reports on Statistics and Decision Sciences URJC, Vol. 2, ISSN-1699-6895-TR05/16.

Vegas-Azcárate, S., Dopazo, J. and Muruzábal, J. (2005) A nonvectorial SOTA, Technical Reports on Statistics and Decision Sciences URJC, Vol. 2, ISSN-1699-6895-TR05/15.

Vegas-Azcárate, S., Gautama, T. and van Hulle, M. (2005) Topology preservation in topographic maps, Technical Reports on Statistics and Decision Sciences URJC, Vol. 2, ISSN-1699-6895-TR05/14.

Vegas-Azcárate, S., Gautama, T. and van Hulle, M. (2005) Monitoring Topographic Maps, Technical Reports on Statistics and Decision Sciences URJC, Vol. 2, ISSN-1699-6895-TR05/13.

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papers presented in scientific meetings

Vegas-Azcárate, S. and Muruzábal, J. (2005) Cluster Analysis Via Neuron Proximity in Monitored Self-Organizing Maps, The 1st Workshop on Biosignal Processing and Classification BPC’05 in the 2on International Conference on Informatics in Control, Automation and Robotics ICINCO’05 (Barcelona).

Muruzábal, J. and Vegas-Azcárate, S. (2005) Equiprobabilistic maps and plausible density estimation, The 5th Workshop on Self-Organizing Maps WSOM’05 (Paris).

Vegas-Azcárate, S. and Muruzábal, J. (2003) On the use of the GTM algorithm for mode detection, The 5th International Symposium on Intelligent Data Analysis IDA’03 (Berlin).

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