María del Carmen Vargas-González

According to our database1, María del Carmen Vargas-González authored at least 11 papers between 2004 and 2011.

Collaborative distances:
  • Dijkstra number2 of six.
  • Erdős number3 of five.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2011
Dynamic topology learning with the probabilistic self-organizing graph.
Neurocomputing, 2011

2009
Probabilistic Self-Organizing Graphs.
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009

Nonparametric Location Estimation for Probability Density Function Learning.
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009

2008
Robust Nonparametric Probability Density Estimation by Soft Clustering.
Proceedings of the Artificial Neural Networks, 2008

2007
Self-organization of Probabilistic PCA Models.
Proceedings of the Computational and Ambient Intelligence, 2007

Automatic Model Selection for Probabilistic PCA.
Proceedings of the Computational and Ambient Intelligence, 2007

Soft Clustering for Nonparametric Probability Density Function Estimation.
Proceedings of the Artificial Neural Networks, 2007

2006
Local Selection of Model Parameters in Probability Density Function Estimation.
Proceedings of the Artificial Neural Networks, 2006

Global-local learning strategies in probabilistic principal components analysis.
Proceedings of the Artificial Intelligence and Soft Computing, 2006

2005
Intrinsic Dimensionality Maps with the PCASOM.
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

2004
Dynamic Selection of Model Parameters in Principal Components Analysis Neural Networks.
Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004


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