Noelia Sánchez-Maroño

75 papers A 1B 19C 6Misc 2Journal 26Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
Analysis of voice recordings features for Classification of Parkinson's Disease.
CoRR
Beatriz Pérez-Sánchez, Noelia Sánchez-Maroño, Miguel A. Díaz-Freire
2025 J jnl
An agent-based model to simulate the public acceptability of social innovations.
Expert Syst. J. Knowl. Eng.
Alejandro Rodríguez-Arias, Noelia Sánchez-Maroño, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Isabel Lema-Blanco, Adina Dumitru
2025 — conf
Communication and Negotiation to Improve Agent-Based Models.
ICAART (3)
Alejandro Rodríguez-Arias, Noelia Sánchez-Maroño, Bertha Guijarro-Berdiñas
2025 J jnl
ProgTutor: A Robotic-Based Framework to Support Teaching and Learning of Programming Fundamentals.
IEEE Trans. Learn. Technol.
Javier Ortega-Morla, Antonio Leis, Alma Mallo, Laura Morán-Fernández, Sara Guerreiro-Santalla, Alejandro Paz-Lopez, Beatriz Pérez-Sánchez, Noelia Sánchez-Maroño, Alejandro Rodríguez-Arias, Oscar Fontenla-Romero, Francisco Bellas
2024 B conf
Agent-based model to assess public acceptance of an energy sustainability project in the island of El Hierro.
KES
Alejandro Rodríguez-Arias, Noelia Sánchez-Maroño, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos
2024 Misc conf
Analysis of voice recordings features for Classification of Parkinson's Disease.
SAC
Beatriz Pérez-Sánchez, Noelia Sánchez-Maroño, Miguel A. Díaz-Freire
2024 Misc conf
EGAR: Environment Generator for Agent-Based Research.
PAAMS
Alejandro Rodríguez-Arias, Noelia Sánchez-Maroño, Bertha Guijarro-Berdiñas
2024 J jnl
Simulating the Role of Norms in Processes of Social Innovation: Three Case Studies.
J. Artif. Soc. Soc. Simul.
Wander Jager, Bertha Guijarro-Berdiñas, Loes Bouman, Patrycja Antosz, Amparo Alonso-Betanzos, Douglas Salt, J. Gareth Polhill, Alejandro Rodríguez-Arias, Noelia Sánchez-Maroño
2023 J jnl
Agent-Based Model: Simulating a Virus Expansion Based on the Acceptance of Containment Measures.
CoRR
Alejandro Rodríguez-Arias, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño
2022 B conf
How Agent-based modeling can help to foster sustainability projects.
KES
Noelia Sánchez-Maroño, Alejandro Rodríguez-Arias, Adina Dumitru, Isabel Lema-Blanco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos
2021 — conf
Generating a Synthetic Population of Agents Through Decision Trees and Socio Demographic Data.
IWANN (2)
Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Alejandro Rodríguez-Arias, Noelia Sánchez-Maroño
2021 — conf
Learning by Doing in Higher Education: An Experience to Increase Self-learning and Motivation in First Courses.
CISIS-ICEUTE
Oscar Fontenla-Romero, Francisco Bellas, Noelia Sánchez-Maroño, José Antonio Becerra
2020 C conf
A FIPA-ACL based communication utility for Unity.
WETICE
Alejandro Rodríguez-Arias, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño
2019 J jnl
Insights into distributed feature ranking.
Inf. Sci.
Verónica Bolón-Canedo, Konstantinos Sechidis, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Gavin Brown
2018 B conf
Feature selection for label ranking.
ESANN
Noelia Sánchez-Maroño, Beatriz Pérez-Sánchez
2018 J jnl
On the scalability of feature selection methods on high-dimensional data.
Knowl. Inf. Syst.
Verónica Bolón-Canedo, Diego Fernández-Francos, Diego Peteiro-Barral, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño
2017 B conf
Exploring the consequences of distributed feature selection in DNA microarray data.
IJCNN
Verónica Bolón-Canedo, Konstantinos Sechidis, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Gavin Brown
2017 B conf
Machine learning models to search relevant genetic signatures in clinical context.
IJCNN
Daniel Urda, Rafael Marcos Luque Baena, Leonardo Franco, José M. Jerez, Noelia Sánchez-Maroño
2016 J jnl
A comparison of performance of K-complex classification methods using feature selection.
Inf. Sci.
Elena Hernández-Pereira, Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Diego Álvarez-Estévez, Vicente Moret-Bonillo, Amparo Alonso-Betanzos
2016 J jnl
A unified pipeline for online feature selection and classification.
Expert Syst. Appl.
Verónica Bolón-Canedo, Diego Fernández-Francos, Diego Peteiro-Barral, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño
2016 J jnl
Feature selection for high-dimensional data.
Prog. Artif. Intell.
Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
2016 B conf
On the analysis of feature selection techniques in a conjunctival hyperemia grading framework.
ESANN
María Luisa Sánchez Brea, Noelia Barreira-Rodríguez, Noelia Sánchez-Maroño, Antonio Mosquera González, Carlos García-Resúa, Eva Yebra-Pimentel
2016 C conf
On the analysis of local and global features for hyperemia grading.
ICMV
Luisa Sánchez Brea, Noelia Barreira, Noelia Sánchez-Maroño, Antonio Mosquera González, Hugo Pena-Verdeal, Eva Yebra-Pimentel
2016 J jnl
On the development of conjunctival hyperemia computer-assisted diagnosis tools: Influence of feature selection and class imbalance in automatic gradings.
Artif. Intell. Medicine
María Luisa Sánchez Brea, Noelia Barreira-Rodríguez, Noelia Sánchez-Maroño, Antonio Mosquera González, Carlos García-Resúa, María Jesús Giráldez Fernández
2016 — conf
Two-Class with Oversampling Versus One-Class Classification for Microarray Datasets.
ICANN (2)
Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Noelia Sánchez-Maroño
2015 — conf
A Distributed Feature Selection Approach Based on a Complexity Measure.
IWANN (2)
Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
2015 J jnl
An Agent-Based Model for Simulating Environmental Behavior in an Educational Organization.
Neural Process. Lett.
Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Oscar Fontenla-Romero, C. Brinquis-Núñez, J. Gareth Polhill, Tony Craig, Adina Dumitru, R. García-Mira
2015 — conf
Designing Decision Trees for Representing Sustainable Behaviours in Agents.
PAAMS (Special Sessions)
Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Oscar Fontenla-Romero, J. Gareth Polhill, Tony Craig
2015 J jnl
Distributed feature selection: An application to microarray data classification.
Appl. Soft Comput.
Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
2015 — book
Feature Selection for High-Dimensional Data
Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
2015 C conf
One-Class Classification for Microarray Datasets with Feature Selection.
EANN
Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Noelia Sánchez-Maroño
2015 J jnl
Real-Time Tear Film Classification Through Cost-Based Feature Selection.
Trans. Comput. Collect. Intell.
Verónica Bolón-Canedo, Beatriz Remeseiro, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
2015 J jnl
Recent advances and emerging challenges of feature selection in the context of big data.
Knowl. Based Syst.
Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
2015 B conf
Selecting target concept in one-class classification for handling class imbalance problem.
IJCNN
Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Noelia Sánchez-Maroño
2014 J jnl
A Methodology for Improving Tear Film Lipid Layer Classification.
IEEE J. Biomed. Health Informatics
Beatriz Remeseiro, Verónica Bolón-Canedo, Diego Peteiro-Barral, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Antonio Mosquera González, Manuel G. Penedo, Noelia Sánchez-Maroño
2014 J jnl
A framework for cost-based feature selection.
Pattern Recognit.
Verónica Bolón-Canedo, Iago Porto-Díaz, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
2014 J jnl
A review of microarray datasets and applied feature selection methods.
Inf. Sci.
Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, José Manuel Benítez, Francisco Herrera
2014 J jnl
Data classification using an ensemble of filters.
Neurocomputing
Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
2014 A conf
Influence of internal values and social networks for achieving sustainable organizations.
ECAI
Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Oscar Fontenla-Romero, C. Brinquis-Núñez, J. Gareth Polhill, Tony Craig
2014 — conf
Learning on Vertically Partitioned Data based on Chi-square Feature Selection and Naive Bayes Classification.
ICAART (1)
Verónica Bolón-Canedo, Diego Peteiro-Barral, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño
2014 B conf
Toward parallel feature selection from vertically partitioned data.
ESANN
Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Joana Cerviño-Rabuñal
2014 — conf
mC-ReliefF - An Extension of ReliefF for Cost-based Feature Selection.
ICAART (1)
Verónica Bolón-Canedo, Beatriz Remeseiro, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
2013 — conf
A Decision-Making Model for Environmental Behavior in Agent-Based Modeling.
IWANN (1)
Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Oscar Fontenla-Romero, Miguel Rodríguez-García, Gary Polhill, Tony Craig
2013 B conf
A distributed wrapper approach for feature selection.
ESANN
Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
2013 J jnl
A review of feature selection methods on synthetic data.
Knowl. Inf. Syst.
Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
2013 — conf
Scaling Up Feature Selection: A Distributed Filter Approach.
CAEPIA
Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Joana Cerviño-Rabuñal
2013 J jnl
Toward the scalability of neural networks through feature selection.
Expert Syst. Appl.
Diego Peteiro-Barral, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño
2012 — conf
An Agent-Based Prototype for Enhancing Sustainability Behavior at an Academic Environment.
PAAMS (Special Sessions)
Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Oscar Fontenla-Romero, Verónica Bolón-Canedo, Nicholas Mark Gotts, J. Gareth Polhill, Tony Craig, R. García-Mira
2012 J jnl
An ensemble of filters and classifiers for microarray data classification.
Pattern Recognit.
Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
2012 B conf
Interferential Tear Film Lipid Layer Classification: An Automatic Dry Eye Test.
ICTAI
Verónica Bolón-Canedo, Diego Peteiro-Barral, Beatriz Remeseiro, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Antonio Mosquera González, Manuel G. Penedo, Noelia Sánchez-Maroño
2011 J jnl
Combining functional networks and sensitivity analysis as wrapper method for feature selection.
Expert Syst. Appl.
Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
2011 J jnl
Feature selection and classification in multiple class datasets: An application to KDD Cup 99 dataset.
Expert Syst. Appl.
Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
2011 B conf
On the behavior of feature selection methods dealing with noise and relevance over synthetic scenarios.
IJCNN
Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
2011 J jnl
Reducing dimensionality in a database of sleep EEG arousals.
Expert Syst. Appl.
Diego Álvarez-Estévez, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Vicente Moret-Bonillo
2011 — conf
Scalability Analysis of ANN Training Algorithms with Feature Selection.
CAEPIA
Verónica Bolón-Canedo, Diego Peteiro-Barral, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño
2011 B conf
Statistical dependence measure for feature selection in microarray datasets.
ESANN
Verónica Bolón-Canedo, Sohan Seth, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, José C. Príncipe
2011 C conf
Toward an ensemble of filters for classification.
ISDA
Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
2010 — conf
A Privacy-Preserving Distributed and Incremental Learning Method for Intrusion Detection.
ICANN (1)
Bertha Guijarro-Berdiñas, Santiago Fernández-Lorenzo, Noelia Sánchez-Maroño, Oscar Fontenla-Romero
2010 B conf
Multiclass classifiers vs multiple binary classifiers using filters for feature selection.
IJCNN
Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Pablo Garcia-Gonzalez, Verónica Bolón-Canedo
2010 B conf
On the effectiveness of discretization on gene selection of microarray data.
IJCNN
Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
2009 — conf
A Wrapper Method for Feature Selection in Multiple Classes Datasets.
IWANN (1)
Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Rosa M. Calvo-Estévez
2009 B conf
A combination of discretization and filter methods for improving classification performance in KDD Cup 99 dataset.
IJCNN
Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
2009 — ch.
Feature Selection.
Encyclopedia of Artificial Intelligence
Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
2007 — conf
An Improved Version of the Wrapper Feature Selection Method Based on Functional Decomposition.
ICANN (2)
Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Beatriz Pérez-Sánchez
2007 B conf
Classification of computer intrusions using functional networks. A comparative study.
ESANN
Amparo Alonso-Betanzos, Noelia Sánchez-Maroño, Félix M. Carballal-Fortes, Juan A. Suárez-Romero, Beatriz Pérez-Sánchez
2007 — conf
Feature Selection Based on Sensitivity Analysis.
CAEPIA
Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
2007 C conf
Filter Methods for Feature Selection - A Comparative Study.
IDEAL
Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, María Tombilla-Sanromán
2007 J jnl
Functional Network Topology Learning and Sensitivity Analysis Based on ANOVA Decomposition.
Neural Comput.
Enrique F. Castillo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Carmen Castillo
2006 C conf
Functional Networks and Analysis of Variance for Feature Selection.
IDEAL
Noelia Sánchez-Maroño, María Caamaño-Fernández, Enrique F. Castillo, Amparo Alonso-Betanzos
2005 — conf
Modelling Engineering Problems Using Dimensional Analysis for Feature Extraction.
ICANN (2)
Noelia Sánchez-Maroño, Oscar Fontenla-Romero, Enrique F. Castillo, Amparo Alonso-Betanzos
2005 B conf
a new wrapper method for feature subset selection.
ESANN
Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Enrique F. Castillo
2004 B conf
Shear strength prediction using dimensional analysis and functional networks.
ESANN
Amparo Alonso-Betanzos, Enrique F. Castillo, Oscar Fontenla-Romero, Noelia Sánchez-Maroño
2003 — conf
Recovering Missing Data with Functional and Bayesian Networks.
IWANN (2)
Enrique F. Castillo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Carmen Castillo
2003 B conf
Self-organizing maps and functional networks for local dynamic modeling.
ESANN
Noelia Sánchez-Maroño, Oscar Fontenla-Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas
2001 — conf
An Auto-learning System for the Classification of Fetal Heart Rate Decelerative Patterns.
IWANN (2)
Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Oscar Fontenla-Romero, Olga Garcia-Dans, Noelia Sánchez-Maroño