Ana M. González

Publication Activity (10 Years)

Years Active: 1995-2018
Publications (10 Years): 2

Top Topics

Lower Dimensional

Dimensionality Reduction

Cluster Validation

Manifold Learning

Top Venues

Int. J. Interact. Multim. Artif. Intell.

Publications

Cristina Pruenza, María Teurón, Luis Lechuga-Suárez, Julia Díaz García, Ana M. González
Development of a Predictive Model for Induction Success of Labour. Int. J. Interact. Multim. Artif. Intell. 4 (7) (2018)
Ángela Fernández, Ana M. González, Julia Díaz García, José R. Dorronsoro
Diffusion Maps for dimensionality reduction and visualization of meteorological data. Neurocomputing 163 (2015)
Luis Fernando Lago-Fernández, Jesús Aragón, Gonzalo Martínez-Muñoz, Ana M. González, Manuel A. Sánchez-Montañés
Cluster validation in problems with increasing dimensionality and unbalanced clusters. Neurocomputing 123 (2014)
Ángela Fernández, Carlos M. Alaíz, Ana M. González, Julia Díaz García, José R. Dorronsoro
Diffusion Methods for Wind Power Ramp Detection. IWANN (1) (2013)
Luis Fernando Lago-Fernández, Gonzalo Martínez-Muñoz, Ana M. González, Manuel A. Sánchez-Montañés
Evaluation of Negentropy-based Cluster Validation Techniques in Problems with Increasing Dimensionality. ICPRAM (1) (2012)
Ángela Fernández, Ana M. González, Julia Díaz García, José R. Dorronsoro
Diffusion Maps for the Description of Meteorological Data. HAIS (1) (2012)
Ana M. González, Francisco Azuaje, Jose L. Ramirez, Jose F. da Silveira, José R. Dorronsoro
Machine Learning Techniques for the Automated Classification of Adhesin-Like Proteins in the Human Protozoan Parasite Trypanosoma cruzi. IEEE ACM Trans. Comput. Biol. Bioinform. 6 (4) (2009)
Ana M. González, José R. Dorronsoro
Natural conjugate gradient training of multilayer perceptrons. Neurocomputing 71 (13-15) (2008)
Daniel García, Ana M. González, José R. Dorronsoro
Coefficient Structure of Kernel Perceptrons and Support Vector Reduction. IWINAC (1) (2007)
Ana M. González, José R. Dorronsoro
Natural learning in NLDA networks. Neural Networks 20 (5) (2007)
Daniel García, Ana M. González, José R. Dorronsoro
Accelerating Kernel Perceptron Learning. ICANN (1) (2007)
Daniel García, Ana M. González, José R. Dorronsoro
Convex Perceptrons. IDEAL (2006)
Ana M. González, José R. Dorronsoro
Natural Conjugate Gradient Training of Multilayer Perceptrons. ICANN (1) (2006)
Ana M. González, José R. Dorronsoro
A Note on Conjugate Natural Gradient Training of Multilayer Perceptrons. IJCNN (2006)
Ana M. González, Iván Cantador, José R. Dorronsoro
Discriminant Parallel Perceptrons. ICANN (2) (2005)
José R. Dorronsoro, Ana M. González, Eduardo Serrano
Linear Unit Relevance in Multiclass NLDA Networks. IWANN (1) (2003)
José R. Dorronsoro, Ana M. González
Natural Gradient and Multiclass NLDA Networks. ICANN (2002)
José R. Dorronsoro, Ana M. González, Carlos Santa Cruz
Architecture Selection in NLDA Networks. ICANN (2001)
José R. Dorronsoro, Ana M. González, Carlos Santa Cruz
Natural Gradient Learning in NLDA Networks. IWANN (1) (2001)
Ana M. González, Carlos Santa Cruz, Vicente López, José R. Dorronsoro
Fast Automatic Architecture Selection on RBF Networks. IWANN (1995)