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Found 48 publication records. Showing 48 according to the selection in the facets
| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Oscar Fontenla-Romero, Verónica Bolón-Canedo, Nicholas Mark Gotts, J. Gareth Polhill, T. Craig, R. García-Mira |
An Agent-Based Prototype for Enhancing Sustainability Behavior at an Academic Environment.  |
PAAMS (Special Sessions)  |
2012 |
DBLP DOI BibTeX RDF |
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| 1 | David Martínez-Rego, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
Efficiency of local models ensembles for time series prediction. |
Expert Syst. Appl. |
2011 |
DBLP DOI BibTeX RDF |
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| 1 | Iago Porto-Díaz, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Oscar Fontenla-Romero |
A study of performance on microarray data sets for a classifier based on information theoretic learning. |
Neural Networks |
2011 |
DBLP DOI BibTeX RDF |
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| 1 | David Martínez-Rego, Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
A robust incremental learning method for non-stationary environments. |
Neurocomputing |
2011 |
DBLP DOI BibTeX RDF |
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| 1 | Diego Peteiro-Barral, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez, Oscar Fontenla-Romero |
A distributed learning algorithm based on two-layer artificial neural networks and genetic algorithms. |
ESANN |
2011 |
DBLP BibTeX RDF |
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| 1 | David Martínez-Rego, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
Power wind mill fault detection via one-class ν-SVM vibration signal analysis. |
IJCNN |
2011 |
DBLP DOI BibTeX RDF |
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| 1 | Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez, Amparo Alonso-Betanzos |
A new convex objective function for the supervised learning of single-layer neural networks. |
Pattern Recognition |
2010 |
DBLP DOI BibTeX RDF |
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| 1 | Iago Porto-Díaz, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
A Log Analyzer Agent for Intrusion Detection in a Multi-Agent System. |
KES |
2010 |
DBLP DOI BibTeX RDF |
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| 1 | Bertha Guijarro-Berdiñas, Santiago Fernández-Lorenzo, Noelia Sánchez-Maroño, Oscar Fontenla-Romero |
A Privacy-Preserving Distributed and Incremental Learning Method for Intrusion Detection. |
ICANN |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Iago Porto-Díaz, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Oscar Fontenla-Romero |
Local Modeling Classifier for Microarray Gene-Expression Data. |
ICANN |
2010 |
DBLP DOI BibTeX RDF |
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| 1 | David Martínez-Rego, Oscar Fontenla-Romero, Beatriz Pérez-Sánchez, Amparo Alonso-Betanzos |
Fault Prognosis of Mechanical Components Using On-Line Learning Neural Networks. |
ICANN |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas |
An incremental learning method for neural networks in adaptive environments. |
IJCNN |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Elena Hernández-Pereira, Juan A. Suárez-Romero, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
Conversion methods for symbolic features: A comparison applied to an intrusion detection problem. |
Expert Syst. Appl. |
2009 |
DBLP DOI BibTeX RDF |
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| 1 | Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez |
Functional Networks. |
Encyclopedia of Artificial Intelligence |
2009 |
DBLP BibTeX RDF |
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| 1 | Iago Porto-Díaz, David Martínez-Rego, Amparo Alonso-Betanzos, Oscar Fontenla-Romero |
Combining Feature Selection and Local Modelling in the KDD Cup 99 Dataset. |
ICANN |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas |
An Incremental Learning Method for Neural Networks Based on Sensitivity Analysis. |
CAEPIA |
2009 |
DBLP DOI BibTeX RDF |
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| 1 | David Martínez-Rego, Oscar Fontenla-Romero, Iago Porto-Díaz, Amparo Alonso-Betanzos |
A new supervised local modelling classifier based on information theory. |
IJCNN |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas |
A Supervised Learning Method for Neural Networks Based on Sensitivity Analysis with Automatic Regularization. |
IWANN |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | David Martínez-Rego, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
A Method for Time Series Prediction using a Combination of Linear Models. |
ESANN |
2008 |
DBLP BibTeX RDF |
|
| 1 | Bertha Guijarro-Berdiñas, Oscar Fontenla-Romero, Beatriz Pérez-Sánchez, Amparo Alonso-Betanzos |
A Regularized Learning Method for Neural Networks Based on Sensitivity Analysis. |
ESANN |
2008 |
DBLP BibTeX RDF |
|
| 1 | Bertha Guijarro-Berdiñas, Oscar Fontenla-Romero, Beatriz Pérez-Sánchez, Paula Fraguela |
A Fast Semi-linear Backpropagation Learning Algorithm. |
ICANN |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Bertha Guijarro-Berdiñas, Oscar Fontenla-Romero, Beatriz Pérez-Sánchez, Paula Fraguela |
A Linear Learning Method for Multilayer Perceptrons Using Least-Squares. |
IDEAL |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Yuridia Gago-Pallares, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
A Comparative Study of Local Classifiers Based on Clustering Techniques and One-Layer Neural Networks. |
IDEAL |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Ruben M. Rodriguez-Pena, Beatriz Pérez-Sánchez, Oscar Fontenla-Romero |
A Novel Local Classification Method using Growing Neural Gas and Proximal Support Vector Machines. |
IJCNN |
2007 |
DBLP DOI BibTeX RDF |
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| 1 | Enrique Castillo, Bertha Guijarro-Berdiñas, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
A Very Fast Learning Method for Neural Networks Based on Sensitivity Analysis. |
Journal of Machine Learning Research |
2006 |
DBLP BibTeX RDF |
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| 1 | Sabela Platero-Santos, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
A Fast Classification Algorithm Based on Local Models. |
IDEAL |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Vicente Moret-Bonillo |
A new method for sleep apnea classification using wavelets and feedforward neural networks. |
Artificial Intelligence in Medicine |
2005 |
DBLP DOI BibTeX RDF |
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| 1 | Deniz Erdogmus, Oscar Fontenla-Romero, Jose C. Principe, Amparo Alonso-Betanzos, Enrique Castillo |
Linear-least-squares initialization of multilayer perceptrons through backpropagation of the desired response. |
IEEE Transactions on Neural Networks |
2005 |
DBLP DOI BibTeX RDF |
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| 1 | Noelia Sánchez-Maroño, Oscar Fontenla-Romero, Enrique Castillo, Amparo Alonso-Betanzos |
Modelling Engineering Problems Using Dimensional Analysis for Feature Extraction. |
ICANN |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Oscar Fontenla-Romero, Enrique Castillo, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas |
A measure of fault tolerance for functional networks. |
Neurocomputing |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Amparo Alonso-Betanzos, Enrique Castillo, Oscar Fontenla-Romero, Noelia Sánchez-Maroño |
Shear strength prediction using dimensional analysis and functional networks. |
ESANN |
2004 |
DBLP BibTeX RDF |
|
| 1 | Amparo Alonso-Betanzos, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Elena Hernández-Pereira, Maria Inmaculada Paz-Andrade, Eulogio Jimenez, Jose Luis Legido, Tarsy Carballas |
An intelligent system for forest fire risk prediction and fire fighting management in Galicia. |
Expert Syst. Appl. |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Oscar Fontenla-Romero, Deniz Erdogmus, José Carlos Príncipe, Amparo Alonso-Betanzos, Enrique Castillo |
Linear Least-Squares Based Methods for Neural Networks Learning. |
ICANN |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Deniz Erdogmus, Yadunandana N. Rao, José Carlos Príncipe, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
Recursive Least Squares for an Entropy Regularized MSE Cost Function. |
ESANN |
2003 |
DBLP BibTeX RDF |
|
| 1 | Oscar Fontenla-Romero, Deniz Erdogmus, José Carlos Príncipe, Amparo Alonso-Betanzos, Enrique Castillo |
Accelerating the convergence speed of neural networks learning methods using least squares. |
ESANN |
2003 |
DBLP BibTeX RDF |
|
| 1 | Noelia Sánchez-Maroño, Oscar Fontenla-Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas |
Self-organizing maps and functional networks for local dynamic modeling. |
ESANN |
2003 |
DBLP BibTeX RDF |
|
| 1 | Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Ana del Rocío Fraga-Iglesias, Vicente Moret-Bonillo |
A Bayesian Neural Network Approach for Sleep Apnea Classification. |
AIME |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Juan A. Suárez-Romero, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos |
A New Learning Method for Single Layer Neural Networks Based on a Regularized Cost Function. |
IWANN |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Enrique Castillo, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos |
A Global Optimum Approach for One-Layer Neural Networks. |
Neural Computation |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Oscar Fontenla-Romero |
Intelligent analysis and pattern recognition in cardiotocographic signals using a tightly coupled hybrid system. |
Artif. Intell. |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Amparo Alonso-Betanzos, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Elena Hernández-Pereira, Juan Canda, Eulogio Jimenez, Jose Luis Legido, Susana Muñiz, Cristina Paz-Andrade, Maria Inmaculada Paz-Andrade |
A Neural Network Approach for Forestal Fire Risk Estimation. |
ECAI |
2002 |
DBLP BibTeX RDF |
|
| 1 | Oscar Fontenla-Romero, Amparo Alonso-Betanzos, Enrique Castillo, José Carlos Príncipe, Bertha Guijarro-Berdiñas |
Local Modeling Using Self-Organizing Maps and Single Layer Neural Networks. |
ICANN |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos |
Symbolic, Neural and Neuro-fuzzy Approaches to Pattern Recognition in Cardiotocograms. |
Advances in Computational Intelligence and Learning |
2002 |
DBLP BibTeX RDF |
|
| 1 | Oscar Fontenla-Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas |
Adaptive pattern recognition in the analysis of cardiotocographic records. |
IEEE Transactions on Neural Networks |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Enrique Castillo, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos |
A Measure of Noise Immunity for Functional Networks. |
IWANN |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Oscar Fontenla-Romero, Olga Garcia-Dans, Noelia Sánchez-Maroño |
An Auto-learning System for the Classification of Fetal Heart Rate Decelerative Patterns. |
IWANN |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos |
A Functional-Neural Network for Post-Nonlinear Independent Component Analysis. |
IWANN |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Amparo Alonso-Betanzos, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Olga Fernández-Chaves, José Carlos Príncipe |
Detection of Fetal Heart Rate Accelerations and Decelerations Using Artificial Neural Networks. |
NC |
1998 |
DBLP BibTeX RDF |
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