Alberto
Muñoz García
Publicacións nas que colabora con Alberto Muñoz García (11)
2005
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A modification of the SOM algorithm to deal with non-symmetric proximities
WSOM 2005 - 5th Workshop on Self-Organizing Maps
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Extending the SOM algorithm to visualize word relationships
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Visualizing asymmetric proximities with SOM and MDS models
Neurocomputing, Vol. 63, Núm. SPEC. ISS., pp. 171-192
2004
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A new MDS algorithm for textual data analysis
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 3316, pp. 860-867
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A new Sammon algorithm for sparse data visualization
Proceedings - International Conference on Pattern Recognition
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Extending the SOM algorithm to non-Euclidean distances via the kernel trick
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 3316, pp. 150-157
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Representing hierarchical relationships using a modified Asymmetric SOM Algorithm
ESANN 2004, 12th European Symposium on Artificial Neural Networks, Bruges, Belgium, April 28-30, 2004.
2003
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Visualizing asymmetric proximities with MDS models.
ESANN 2003, 11th European Symposium on Artificial Neural Networks, Bruges, Belgium.
2002
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Detecting the number of clusters using a Support Vector Machine approach
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2001
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Incorporating asymmetry into SOM and Sammon algorithms for visual map generation
Proceedings of the International Joint Conference on Neural Networks
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Self organizing map and sammon mapping for asymmetric proximities
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)