| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos |
An ensemble of filters and classifiers for microarray data classification.  |
Pattern Recognition  |
2012 |
DBLP DOI BibTeX RDF |
|
| 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 |
|
| 1 | Noelia Sánchez-Maroño, Amparo Alonso-Betanzos |
Combining functional networks and sensitivity analysis as wrapper method for feature selection. |
Expert Syst. Appl. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos |
Feature selection and classification in multiple class datasets: An application to KDD Cup 99 dataset. |
Expert Syst. Appl. |
2011 |
DBLP DOI BibTeX RDF |
|
| 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 |
|
| 1 | Diego Álvarez-Estévez, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Vicente Moret-Bonillo |
Reducing dimensionality in a database of sleep EEG arousals. |
Expert Syst. Appl. |
2011 |
DBLP DOI BibTeX RDF |
|
| 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 |
|
| 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 |
|
| 1 | Verónica Bolón-Canedo, Sohan Seth, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Jose C. Principe |
Statistical dependence measure for feature selection in microarray datasets. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Verónica Bolón-Canedo, Diego Peteiro-Barral, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño |
Scalability Analysis of ANN Training Algorithms with Feature Selection. |
CAEPIA |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos |
On the behavior of feature selection methods dealing with noise and relevance over synthetic scenarios. |
IJCNN |
2011 |
DBLP DOI BibTeX RDF |
|
| 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 |
|
| 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 |
|
| 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 |
|
| 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 |
|
| 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 | Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos |
On the effectiveness of discretization on gene selection of microarray data. |
IJCNN |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Pablo Garcia-Gonzalez, Verónica Bolón-Canedo |
Multiclass classifiers vs multiple binary classifiers using filters for feature selection. |
IJCNN |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Eduardo Mosqueira-Rey, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, David Alonso-Ríos, Jesús Lago Piñeiro |
A Snort-based agent for a JADE multi-agent intrusion detection system. |
IJIIDS |
2009 |
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 |
|
| 1 | Noelia Sánchez-Maroño, Amparo Alonso-Betanzos |
Feature Selection. |
Encyclopedia of Artificial Intelligence |
2009 |
DBLP BibTeX RDF |
|
| 1 | Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Silvia López-López, Santiago Fernández-Lorenzo, David Alonso-Ríos |
A JADE-Based Framework for Developing Evolutionary Multi-Agent Systems. |
PAAMS |
2009 |
DBLP DOI BibTeX RDF |
|
| 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 | Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos |
A combination of discretization and filter methods for improving classification performance in KDD Cup 99 dataset. |
IJCNN |
2009 |
DBLP DOI BibTeX RDF |
|
| 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 | Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Rosa M. Calvo-Estévez |
A Wrapper Method for Feature Selection in Multiple Classes Datasets. |
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 | Enrique Castillo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Carmen Castillo |
Functional Network Topology Learning and Sensitivity Analysis Based on ANOVA Decomposition. |
Neural Computation |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Beatriz Pérez-Sánchez |
An Improved Version of the Wrapper Feature Selection Method Based on Functional Decomposition. |
ICANN |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Amparo Alonso-Betanzos, Noelia Sánchez-Maroño, Félix M. Carballal-Fortes, Juan A. Suárez-Romero, Beatriz Pérez-Sánchez |
Classification of computer intrusions using functional networks. A comparative study. |
ESANN |
2007 |
DBLP BibTeX RDF |
|
| 1 | Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, María Tombilla-Sanromán |
Filter Methods for Feature Selection - A Comparative Study. |
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 | Eduardo Mosqueira-Rey, Amparo Alonso-Betanzos, Belén Baldonedo del Río, Jesús Lago Piñeiro |
A Misuse Detection Agent for Intrusion Detection in a Multi-agent Architecture. |
KES-AMSTA |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Noelia Sánchez-Maroño, Amparo Alonso-Betanzos |
Feature Selection Based on Sensitivity Analysis. |
CAEPIA |
2007 |
DBLP DOI BibTeX RDF |
|
| 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 |
|
| 1 | Juan A. Suárez-Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas |
An Add-On for Managing Behaviours with Priority in JADE. |
IAT |
2006 |
DBLP DOI BibTeX RDF |
|
| 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 | Noelia Sánchez-Maroño, María Caamaño-Fernández, Enrique Castillo, Amparo Alonso-Betanzos |
Functional Networks and Analysis of Variance for Feature Selection. |
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 |
|
| 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 |
|
| 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 | Juan A. Suárez-Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, C. Duran-Sanles |
A tool for agent communication in Mozart/Oz. |
IAT |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Enrique Castillo |
a new wrapper method for feature subset selection. |
ESANN |
2005 |
DBLP 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, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Carmen Castillo |
Recovering Missing Data with Functional and Bayesian Networks. |
IWANN |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos |
Empirical evaluation of a hybrid intelligent monitoring system using different measures of effectiveness. |
Artificial Intelligence in Medicine |
2002 |
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, Bernardino Arcay Varela, Alfonso Castro Martínez |
Analysis and evaluation of hard and fuzzy clustering segmentation techniques in burned patient images. |
Image Vision Comput. |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Amparo Alonso-Betanzos, Eduardo Mosqueira-Rey, Vicente Moret-Bonillo, Belén Baldonedo del Río |
Applying statistical, uncertainty-based and connectionist approaches to the prediction of fetal outcome: a comparative study. |
Artificial Intelligence in Medicine |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Bernardino Arcay Varela, Amparo Alonso-Betanzos, Alfonso Castro Martínez, Concepsión Seijo García, Jesús Suarez Bustillo |
Prepossessing of Radiological Images: Comparison of the Application of Polynomic Algorithms and Artificial Neural Networks to the Elimination of Variations in Background Luminosity. |
IWANN |
1999 |
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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| 1 | Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Olga Fernández-Chaves, Miguel Álvarez-Soane, Francisco Ucieda-Pardiñas |
A Neural Network Approach to the Classification of Decelerative Cardiotocographic Patterns in the CAFE Project. |
NC |
1998 |
DBLP BibTeX RDF |
|
| 1 | Vicente Moret-Bonillo, Eduardo Mosqueira-Rey, Amparo Alonso-Betanzos |
Information analysis and validation of intelligent monitoring systems in intensive care units. |
IEEE Transactions on Information Technology in Biomedicine |
1997 |
DBLP DOI BibTeX RDF |
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| 1 | Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Soledad Prados-Méndez, Olga Fernández-Chaves, Miguel Álvarez-Soane, Francisco Ucieda-Pardiñas |
A Hybrid Intelligent System for the Preprocessing of Fetal Heart Rate Signals in Antenatal Testing. |
IWANN |
1997 |
DBLP DOI BibTeX RDF |
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| 1 | Amparo Alonso-Betanzos, Eduardo Mosqueira-Rey, Belén Baldonedo del Río |
A Comparative Analysis of the Neonatal Prognosis Problem Using Artificial Neural Networks, Statistical Techniques and Certainty Management Techniques. |
IWANN |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Vicente Moret-Bonillo, S. Lopez-Gonzalez |
The NST-EXPERT project: the need to evolve. |
Artificial Intelligence in Medicine |
1995 |
DBLP DOI BibTeX RDF |
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| 1 | Vicente Moret-Bonillo, Amparo Alonso-Betanzos, John R. Searle |
Towards the implementation of intelligent structures in intensive care monitoring: the advantages of the symbolic pre-processing. |
ACM Southeast Regional Conference |
1990 |
DBLP DOI BibTeX RDF |
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| 1 | Amparo Alonso-Betanzos, Lawrence D. Devoe, Ramón A. Castillo, Vicente Moret-Bonillo, Carlos Hernández-Sande, Nancy S. Searle |
FOETOS in clinical practice: A retrospective analysis of its performance. |
Artificial Intelligence in Medicine |
1989 |
DBLP DOI BibTeX RDF |
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