Amparo Alonso-Betanzos
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
86
Venues
16
Active years
1997–2026
Best venue rank
A*
Where they publish
Papers
86 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ESANN | SMOTE k-out: Enhancing Class Separability through Outer Synthetic Sampling. | Vernica Boln-Canedo, Jos Luis Morillo-Salas, Laura Morn-Fernndez, Amparo Alonso-Betanzos |
| 2026 | ESANN | FedHENet: A Frugal Federated Learning Framework for Heterogeneous Environments. | Alejandro Dopico-Castro, Oscar Fontenla-Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdias, Ivn Prez Dign |
| 2025 | GECCO | Rethinking Efficiency in Machine Learning. | Amparo Alonso-Betanzos |
| 2025 | ICANN | Sustainable Techniques to Improve Data Quality for Training Image-Based Explanatory Models for Recommender Systems. | Jorge Paz-Ruza, David Esteban Martnez, Amparo Alonso-Betanzos, Bertha Guijarro-Berdias |
| 2025 | ICPRAM | Empowering AI Through Frugality. | Amparo Alonso-Betanzos |
| 2025 | IJCNN | Predictively Combatting Toxicity in Health-related Online Discussions through Machine Learning. | Jorge Paz-Ruza, Amparo Alonso-Betanzos, Bertha Guijarro-Berdias, Carlos Eiras-Franco |
| 2025 | IWANN | Quantitative and Qualitative Evaluation on Local Explainability Models for Anomaly Detection Algorithms. | David Esteban Martnez, Carlos Eiras-Franco, Bertha Guijarro-Berdias, Amparo Alonso-Betanzos |
| 2024 | ESANN | AI-based algorithm for intrusion detection on a real dataset. | David Esteban Martnez, Bertha Guijarro-Berdias, Amparo Alonso-Betanzos, Elena Hernndez-Pereira, Alejandro Esteban Martnez |
| 2024 | KES | Agent-based model to assess public acceptance of an energy sustainability project in the island of El Hierro. | Alejandro Rodrguez-Arias, Noelia Snchez-Maroo, Bertha Guijarro-Berdias, Amparo Alonso-Betanzos |
| 2023 | ESANN | Green Machine Learning. | Vernica Boln-Canedo, Laura Morn-Fernndez, Brais Cancela, Amparo Alonso-Betanzos |
| 2023 | ESANN | Automated green machine learning for condition-based maintenance. | Afonso Loureno, Carolina Ferraz, Jorge Meira, Goreti Marreiros, Vernica Boln-Canedo, Amparo Alonso-Betanzos |
| 2022 | KES | Sustainable Personalisation and Explainability in Dyadic Data Systems. | Jorge Paz-Ruza, Carlos Eiras-Franco, Bertha Guijarro-Berdias, Amparo Alonso-Betanzos |
| 2022 | KES | How Agent-based modeling can help to foster sustainability projects. | Noelia Snchez-Maroo, Alejandro Rodrguez-Arias, Adina Dumitru, Isabel Lema-Blanco, Bertha Guijarro-Berdias, Amparo Alonso-Betanzos |
| 2021 | IWANN | Generating a Synthetic Population of Agents Through Decision Trees and Socio Demographic Data. | Amparo Alonso-Betanzos, Bertha Guijarro-Berdias, Alejandro Rodrguez-Arias, Noelia Snchez-Maroo |
| 2020 | ESANN | Do we need hundreds of classifiers or a good feature selection? | Laura Morn-Fernndez, Vernica Boln-Canedo, Amparo Alonso-Betanzos |
| 2020 | ICPR | A delayed Elastic-Net approach for performing adversarial attacks. | Brais Cancela, Vernica Boln-Canedo, Amparo Alonso-Betanzos |
| 2020 | ICPR | Can data placement be effective for Neural Networks classification tasks? Introducing the Orthogonal Loss. | Brais Cancela, Vernica Boln-Canedo, Amparo Alonso-Betanzos |
| 2018 | ESANN | Analysis of imputation bias for feature selection with missing data. | Borja Seijo-Pardo, Amparo Alonso-Betanzos, Kristin P. Bennett, Vernica Boln-Canedo, Isabelle Guyon, Julie Josse, Mehreen Saeed |
| 2017 | ESANN | Algorithmic challenges in big data analytics. | Vernica Boln-Canedo, Beatriz Remeseiro, Konstantinos Sechidis, David Martnez-Rego, Amparo Alonso-Betanzos |
| 2017 | ESANN | Scalable approximate k-NN Graph construction based on Locality Sensitive Hashing. | Carlos Eiras-Franco, Leslie Kanthan, Amparo Alonso-Betanzos, David Martnez-Rego |
| 2017 | ESANN | Mutual information for improving the efficiency of the SCH algorithm. | Diego Fernndez-Francos, Oscar Fontenla-Romero, Amparo Alonso-Betanzos, Gavin Brown |
| 2017 | ESANN | A distributed approach for classification using distance metrics. | Laura Morn-Fernndez, Vernica Boln-Canedo, Amparo Alonso-Betanzos |
| 2017 | IJCNN | Paving the way for providing teaching feedback in automatic evaluation of open response assignments. | Vernica Boln-Canedo, Jorge Dez, Oscar Luaces, Antonio Bahamonde, Amparo Alonso-Betanzos |
| 2017 | IJCNN | Exploring the consequences of distributed feature selection in DNA microarray data. | Vernica Boln-Canedo, Konstantinos Sechidis, Noelia Snchez-Maroo, Amparo Alonso-Betanzos, Gavin Brown |
| 2016 | ESANN | Machine learning for medical applications. | Vernica Boln-Canedo, Beatriz Remeseiro, Amparo Alonso-Betanzos, Aurlio Campilho |
| 2016 | ESANN | One-class classification algorithm based on convex hull. | Diego Fernndez-Francos, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
| 2016 | ESANN | Data complexity measures for analyzing the effect of SMOTE over microarrays. | Laura Morn-Fernndez, Vernica Boln-Canedo, Amparo Alonso-Betanzos |
| 2016 | ESANN | Using a feature selection ensemble on DNA microarray datasets. | Borja Seijo-Pardo, Vernica Boln-Canedo, Amparo Alonso-Betanzos |
| 2015 | ESANN | On the use of machine learning techniques for the analysis of spontaneous reactions in automated hearing assessment. | Vernica Boln-Canedo, Alba Fernndez, Amparo Alonso-Betanzos, Marcos Ortega, Manuel G. Penedo |
| 2015 | ESANN | Learning features on tear film lipid layer classification. | Beatriz Remeseiro, Vernica Boln-Canedo, Amparo Alonso-Betanzos, Manuel G. Penedo |
| 2015 | ICDM | Including Content-Based Methods in Peer-Assessment of Open-Response Questions. | Oscar Luaces, Jorge Dez, Amparo Alonso-Betanzos, Alicia Troncoso, Antonio Bahamonde |
| 2015 | IJCNN | An insight on complexity measures and classification in microarray data. | Vernica Boln-Canedo, Laura Moran-Fernandez, Amparo Alonso-Betanzos |
| 2015 | IWANN | A Distributed Feature Selection Approach Based on a Complexity Measure. | Vernica Boln-Canedo, Noelia Snchez-Maroo, Amparo Alonso-Betanzos |
| 2015 | IWANN | Ensemble Feature Selection for Rankings of Features. | Borja Seijo-Pardo, Vernica Boln-Canedo, Iago Porto-Daz, Amparo Alonso-Betanzos |
| 2015 | PAAMS | Designing Decision Trees for Representing Sustainable Behaviours in Agents. | Noelia Snchez-Maroo, Amparo Alonso-Betanzos, Oscar Fontenla-Romero, J. Gareth Polhill, Tony Craig |
| 2014 | ECAI | Influence of internal values and social networks for achieving sustainable organizations. | Noelia Snchez-Maroo, Amparo Alonso-Betanzos, Oscar Fontenla-Romero, C. Brinquis-Nez, J. Gareth Polhill, Tony Craig |
| 2014 | ESANN | Modeling consumption of contents and advertising in online newspapers. | Iago Porto-Daz, David Martnez-Rego, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
| 2014 | ICAART | Learning on Vertically Partitioned Data based on Chi-square Feature Selection and Naive Bayes Classification. | Vernica Boln-Canedo, Diego Peteiro-Barral, Amparo Alonso-Betanzos, Bertha Guijarro-Berdias, Noelia Snchez-Maroo |
| 2014 | ICAART | mC-ReliefF - An Extension of ReliefF for Cost-based Feature Selection. | Vernica Boln-Canedo, Beatriz Remeseiro, Noelia Snchez-Maroo, Amparo Alonso-Betanzos |
| 2014 | ICAART | Scalability Analysis of mRMR for Microarray Data. | Diego Rego-Fernndez, Vernica Boln-Canedo, Amparo Alonso-Betanzos |
| 2013 | ESANN | A distributed wrapper approach for feature selection. | Vernica Boln-Canedo, Noelia Snchez-Maroo, Amparo Alonso-Betanzos |
| 2013 | IWANN | A Decision-Making Model for Environmental Behavior in Agent-Based Modeling. | Noelia Snchez-Maroo, Amparo Alonso-Betanzos, Oscar Fontenla-Romero, Miguel Rodrguez-Garca, Gary Polhill, Tony Craig |
| 2012 | ESANN | One-class classifier based on extreme value statistics. | David Martnez-Rego, Evan Kriminger, Jos C. Prncipe, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
| 2012 | ICTAI | Interferential Tear Film Lipid Layer Classification: An Automatic Dry Eye Test. | Vernica Boln-Canedo, Diego Peteiro-Barral, Beatriz Remeseiro, Amparo Alonso-Betanzos, Bertha Guijarro-Berdias, Antonio Mosquera Gonzlez, Manuel G. Penedo, Noelia Snchez-Maroo |
| 2012 | PAAMS | An Agent-Based Prototype for Enhancing Sustainability Behavior at an Academic Environment. | Noelia Snchez-Maroo, Amparo Alonso-Betanzos, Oscar Fontenla-Romero, Vernica Boln-Canedo, Nicholas Mark Gotts, J. Gareth Polhill, Tony Craig, R. Garca-Mira |
| 2011 | ESANN | Statistical dependence measure for feature selection in microarray datasets. | Vernica Boln-Canedo, Sohan Seth, Noelia Snchez-Maroo, Amparo Alonso-Betanzos, Jos C. Prncipe |
| 2011 | IJCNN | On the behavior of feature selection methods dealing with noise and relevance over synthetic scenarios. | Vernica Boln-Canedo, Noelia Snchez-Maroo, Amparo Alonso-Betanzos |
| 2011 | IJCNN | Power wind mill fault detection via one-class ν-SVM vibration signal analysis. | David Martnez-Rego, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
| 2011 | ISDA | Toward an ensemble of filters for classification. | Vernica Boln-Canedo, Noelia Snchez-Maroo, Amparo Alonso-Betanzos |
| 2010 | ICANN | Fault Prognosis of Mechanical Components Using On-Line Learning Neural Networks. | David Martnez-Rego, Oscar Fontenla-Romero, Beatriz Prez-Snchez, Amparo Alonso-Betanzos |
| 2010 | ICANN | Local Modeling Classifier for Microarray Gene-Expression Data. | Iago Porto-Daz, Vernica Boln-Canedo, Amparo Alonso-Betanzos, Oscar Fontenla-Romero |
| 2010 | IJCNN | On the effectiveness of discretization on gene selection of microarray data. | Vernica Boln-Canedo, Noelia Snchez-Maroo, Amparo Alonso-Betanzos |
| 2010 | IJCNN | Multiclass classifiers vs multiple binary classifiers using filters for feature selection. | Noelia Snchez-Maroo, Amparo Alonso-Betanzos, Pablo Garcia-Gonzalez, Vernica Boln-Canedo |
| 2010 | KES | A Log Analyzer Agent for Intrusion Detection in a Multi-Agent System. | Iago Porto-Daz, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
| 2009 | ICANN | Combining Feature Selection and Local Modelling in the KDD Cup 99 Dataset. | Iago Porto-Daz, David Martnez-Rego, Amparo Alonso-Betanzos, Oscar Fontenla-Romero |
| 2009 | IJCNN | A combination of discretization and filter methods for improving classification performance in KDD Cup 99 dataset. | Vernica Boln-Canedo, Noelia Snchez-Maroo, Amparo Alonso-Betanzos |
| 2009 | IJCNN | A new supervised local modelling classifier based on information theory. | David Martnez-Rego, Oscar Fontenla-Romero, Iago Porto-Daz, Amparo Alonso-Betanzos |
| 2009 | IWANN | A Wrapper Method for Feature Selection in Multiple Classes Datasets. | Noelia Snchez-Maroo, Amparo Alonso-Betanzos, Rosa M. Calvo-Estvez |
| 2009 | PAAMS | A JADE-Based Framework for Developing Evolutionary Multi-Agent Systems. | Bertha Guijarro-Berdias, Amparo Alonso-Betanzos, Silvia Lpez-Lpez, Santiago Fernndez-Lorenzo, David Alonso-Ros |
| 2008 | ESANN | A Regularized Learning Method for Neural Networks Based on Sensitivity Analysis. | Bertha Guijarro-Berdias, Oscar Fontenla-Romero, Beatriz Prez-Snchez, Amparo Alonso-Betanzos |
| 2008 | ESANN | A Method for Time Series Prediction using a Combination of Linear Models. | David Martnez-Rego, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
| 2007 | ESANN | Classification of computer intrusions using functional networks. A comparative study. | Amparo Alonso-Betanzos, Noelia Snchez-Maroo, Flix M. Carballal-Fortes, Juan A. Surez-Romero, Beatriz Prez-Snchez |
| 2007 | ICANN | An Improved Version of the Wrapper Feature Selection Method Based on Functional Decomposition. | Noelia Snchez-Maroo, Amparo Alonso-Betanzos, Beatriz Prez-Snchez |
| 2007 | IDEAL | A Comparative Study of Local Classifiers Based on Clustering Techniques and One-Layer Neural Networks. | Yuridia Gago-Pallares, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
| 2007 | IDEAL | Filter Methods for Feature Selection - A Comparative Study. | Noelia Snchez-Maroo, Amparo Alonso-Betanzos, Mara Tombilla-Sanromn |
| 2006 | IDEAL | A Fast Classification Algorithm Based on Local Models. | Sabela Platero-Santos, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
| 2006 | IDEAL | Functional Networks and Analysis of Variance for Feature Selection. | Noelia Snchez-Maroo, Mara Caamao-Fernndez, Enrique F. Castillo, Amparo Alonso-Betanzos |
| 2005 | ESANN | a new wrapper method for feature subset selection. | Noelia Snchez-Maroo, Amparo Alonso-Betanzos, Enrique F. Castillo |
| 2005 | ICANN | Modelling Engineering Problems Using Dimensional Analysis for Feature Extraction. | Noelia Snchez-Maroo, Oscar Fontenla-Romero, Enrique F. Castillo, Amparo Alonso-Betanzos |
| 2004 | ESANN | Shear strength prediction using dimensional analysis and functional networks. | Amparo Alonso-Betanzos, Enrique F. Castillo, Oscar Fontenla-Romero, Noelia Snchez-Maroo |
| 2003 | AIME | A Bayesian Neural Network Approach for Sleep Apnea Classification. | Oscar Fontenla-Romero, Bertha Guijarro-Berdias, Amparo Alonso-Betanzos, Ana del Roco Fraga-Iglesias, Vicente Moret-Bonillo |
| 2003 | ESANN | Recursive Least Squares for an Entropy Regularized MSE Cost Function. | Deniz Erdogmus, Yadunandana N. Rao, Jos Carlos Prncipe, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
| 2003 | ESANN | Accelerating the convergence speed of neural networks learning methods using least squares. | Oscar Fontenla-Romero, Deniz Erdogmus, Jos Carlos Prncipe, Amparo Alonso-Betanzos, Enrique F. Castillo |
| 2003 | ESANN | Self-organizing maps and functional networks for local dynamic modeling. | Noelia Snchez-Maroo, Oscar Fontenla-Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdias |
| 2003 | ICANN | Linear Least-Squares Based Methods for Neural Networks Learning. | Oscar Fontenla-Romero, Deniz Erdogmus, Jos Carlos Prncipe, Amparo Alonso-Betanzos, Enrique F. Castillo |
| 2003 | IJCNN | Accurate initialization of neural network weights by backpropagation of the desired response. | Deniz Erdogmus, Oscar Fontenla-Romero, Jos C. Prncipe, Amparo Alonso-Betanzos, Enrique F. Castillo, Robert Jenssen |
| 2003 | IWANN | Recovering Missing Data with Functional and Bayesian Networks. | Enrique F. Castillo, Noelia Snchez-Maroo, Amparo Alonso-Betanzos, Carmen Castillo |
| 2003 | IWANN | A New Learning Method for Single Layer Neural Networks Based on a Regularized Cost Function. | Juan A. Surez-Romero, Oscar Fontenla-Romero, Bertha Guijarro-Berdias, Amparo Alonso-Betanzos |
| 2002 | ECAI | A Neural Network Approach for Forestal Fire Risk Estimation. | Amparo Alonso-Betanzos, Oscar Fontenla-Romero, Bertha Guijarro-Berdias, Elena Hernndez-Pereira, Juan Canda, Eulogio Jimenez, Jose Luis Legido, Susana Muiz, Cristina Paz-Andrade, Maria Inmaculada Paz-Andrade |
| 2002 | ICANN | Local Modeling Using Self-Organizing Maps and Single Layer Neural Networks. | Oscar Fontenla-Romero, Amparo Alonso-Betanzos, Enrique F. Castillo, Jos Carlos Prncipe, Bertha Guijarro-Berdias |
| 2001 | IWANN | A Measure of Noise Immunity for Functional Networks. | Enrique F. Castillo, Oscar Fontenla-Romero, Bertha Guijarro-Berdias, Amparo Alonso-Betanzos |
| 2001 | IWANN | An Auto-learning System for the Classification of Fetal Heart Rate Decelerative Patterns. | Bertha Guijarro-Berdias, Amparo Alonso-Betanzos, Oscar Fontenla-Romero, Olga Garcia-Dans, Noelia Snchez-Maroo |
| 2001 | IWANN | A Functional-Neural Network for Post-Nonlinear Independent Component Analysis. | Oscar Fontenla-Romero, Bertha Guijarro-Berdias, Amparo Alonso-Betanzos |
| 1999 | IWANN | Prepossessing of Radiological Images: Comparison of the Application of Polynomic Algorithms and Artificial Neural Networks to the Elimination of Variations in Background Luminosity. | Bernardino Arcay Varela, Amparo Alonso-Betanzos, Alfonso Castro Martnez, Concepsin Seijo Garca, Jess Suarez Bustillo |
| 1997 | IWANN | A Comparative Analysis of the Neonatal Prognosis Problem Using Artificial Neural Networks, Statistical Techniques and Certainty Management Techniques. | Amparo Alonso-Betanzos, Eduardo Mosqueira-Rey, Beln Baldonedo del Ro |
| 1997 | IWANN | A Hybrid Intelligent System for the Preprocessing of Fetal Heart Rate Signals in Antenatal Testing. | Bertha Guijarro-Berdias, Amparo Alonso-Betanzos, Soledad Prados-Mndez, Olga Fernndez-Chaves, Miguel lvarez-Soane, Francisco Ucieda-Pardias |