Noelia Sánchez-Maroño

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 25

Top Topics

Vertically Partitioned

Feature Selection

Class Imbalance

Microarray Data

Top Venues

Knowl. Inf. Syst.

Publications

Alejandro Rodríguez-Arias, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño
Agent-Based Model: Simulating a Virus Expansion Based on the Acceptance of Containment Measures. CoRR (2023)
Noelia Sánchez-Maroño, Alejandro Rodríguez-Arias, Adina Dumitru, Isabel Lema-Blanco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos
How Agent-based modeling can help to foster sustainability projects. KES (2022)
Oscar Fontenla-Romero, Francisco Bellas, Noelia Sánchez-Maroño, José Antonio Becerra
Learning by Doing in Higher Education: An Experience to Increase Self-learning and Motivation in First Courses. CISIS-ICEUTE (2021)
Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Alejandro Rodríguez-Arias, Noelia Sánchez-Maroño
Generating a Synthetic Population of Agents Through Decision Trees and Socio Demographic Data. IWANN (2) (2021)
Alejandro Rodríguez-Arias, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño
A FIPA-ACL based communication utility for Unity. WETICE (2020)
Verónica Bolón-Canedo, Konstantinos Sechidis, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Gavin Brown
Insights into distributed feature ranking. Inf. Sci. 496 (2019)
Verónica Bolón-Canedo, Diego Fernández-Francos, Diego Peteiro-Barral, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño
On the scalability of feature selection methods on high-dimensional data. Knowl. Inf. Syst. 56 (2) (2018)
Noelia Sánchez-Maroño, Beatriz Pérez-Sánchez
Feature selection for label ranking. ESANN (2018)
Daniel Urda, Rafael Marcos Luque Baena, Leonardo Franco, José M. Jerez, Noelia Sánchez-Maroño
Machine learning models to search relevant genetic signatures in clinical context. IJCNN (2017)
Verónica Bolón-Canedo, Konstantinos Sechidis, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Gavin Brown
Exploring the consequences of distributed feature selection in DNA microarray data. IJCNN (2017)
Luisa Sánchez Brea, Noelia Barreira, Noelia Sánchez-Maroño, Antonio Mosquera González, Hugo Pena-Verdeal, Eva Yebra-Pimentel
On the analysis of local and global features for hyperemia grading. ICMV (2016)
Verónica Bolón-Canedo, Diego Fernández-Francos, Diego Peteiro-Barral, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño
A unified pipeline for online feature selection and classification. Expert Syst. Appl. 55 (2016)
Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Noelia Sánchez-Maroño
Two-Class with Oversampling Versus One-Class Classification for Microarray Datasets. ICANN (2) (2016)
María Luisa Sánchez Brea, Noelia Barreira-Rodríguez, Noelia Sánchez-Maroño, Antonio Mosquera González, Carlos García-Resúa, Eva Yebra-Pimentel
On the analysis of feature selection techniques in a conjunctival hyperemia grading framework. ESANN (2016)
Elena Hernández-Pereira, Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Diego Álvarez-Estévez, Vicente Moret-Bonillo, Amparo Alonso-Betanzos
A comparison of performance of K-complex classification methods using feature selection. Inf. Sci. 328 (2016)
Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
Feature selection for high-dimensional data. Prog. Artif. Intell. 5 (2) (2016)
María Luisa Sánchez Brea, Noelia Barreira-Rodríguez, Noelia Sánchez-Maroño, Antonio Mosquera González, Carlos García-Resúa, María Jesús Giráldez Fernández
On the development of conjunctival hyperemia computer-assisted diagnosis tools: Influence of feature selection and class imbalance in automatic gradings. Artif. Intell. Medicine 71 (2016)
Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Oscar Fontenla-Romero, C. Brinquis-Núñez, J. Gareth Polhill, Tony Craig, Adina Dumitru, R. García-Mira
An Agent-Based Model for Simulating Environmental Behavior in an Educational Organization. Neural Process. Lett. 42 (1) (2015)
Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
Recent advances and emerging challenges of feature selection in the context of big data. Knowl. Based Syst. 86 (2015)
Verónica Bolón-Canedo, Beatriz Remeseiro, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
Real-Time Tear Film Classification Through Cost-Based Feature Selection. Trans. Comput. Collect. Intell. 20 (2015)
Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Noelia Sánchez-Maroño
One-Class Classification for Microarray Datasets with Feature Selection. EANN (2015)
Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Noelia Sánchez-Maroño
Selecting target concept in one-class classification for handling class imbalance problem. IJCNN (2015)
Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
A Distributed Feature Selection Approach Based on a Complexity Measure. IWANN (2) (2015)
Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
Distributed feature selection: An application to microarray data classification. Appl. Soft Comput. 30 (2015)
Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Oscar Fontenla-Romero, J. Gareth Polhill, Tony Craig
Designing Decision Trees for Representing Sustainable Behaviours in Agents. PAAMS (Special Sessions) (2015)
Verónica Bolón-Canedo, Diego Peteiro-Barral, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño
Learning on Vertically Partitioned Data based on Chi-square Feature Selection and Naive Bayes Classification. ICAART (1) (2014)
Verónica Bolón-Canedo, Iago Porto-Díaz, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
A framework for cost-based feature selection. Pattern Recognit. 47 (7) (2014)
Verónica Bolón-Canedo, Beatriz Remeseiro, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
mC-ReliefF - An Extension of ReliefF for Cost-based Feature Selection. ICAART (1) (2014)
Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Oscar Fontenla-Romero, C. Brinquis-Núñez, J. Gareth Polhill, Tony Craig
Influence of internal values and social networks for achieving sustainable organizations. ECAI (2014)
Beatriz Remeseiro, Verónica Bolón-Canedo, Diego Peteiro-Barral, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Antonio Mosquera González, Manuel G. Penedo, Noelia Sánchez-Maroño
A Methodology for Improving Tear Film Lipid Layer Classification. IEEE J. Biomed. Health Informatics 18 (4) (2014)
Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Joana Cerviño-Rabuñal
Toward parallel feature selection from vertically partitioned data. ESANN (2014)
Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
Data classification using an ensemble of filters. Neurocomputing 135 (2014)
Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, José Manuel Benítez, Francisco Herrera
A review of microarray datasets and applied feature selection methods. Inf. Sci. 282 (2014)
Diego Peteiro-Barral, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño
Toward the scalability of neural networks through feature selection. Expert Syst. Appl. 40 (8) (2013)
Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Oscar Fontenla-Romero, Miguel Rodríguez-García, Gary Polhill, Tony Craig
A Decision-Making Model for Environmental Behavior in Agent-Based Modeling. IWANN (1) (2013)
Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
A distributed wrapper approach for feature selection. ESANN (2013)
Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
A review of feature selection methods on synthetic data. Knowl. Inf. Syst. 34 (3) (2013)
Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Joana Cerviño-Rabuñal
Scaling Up Feature Selection: A Distributed Filter Approach. CAEPIA (2013)
Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Oscar Fontenla-Romero, Verónica Bolón-Canedo, Nicholas Mark Gotts, J. Gareth Polhill, Tony Craig, R. García-Mira
An Agent-Based Prototype for Enhancing Sustainability Behavior at an Academic Environment. PAAMS (Special Sessions) (2012)
Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
An ensemble of filters and classifiers for microarray data classification. Pattern Recognit. 45 (1) (2012)
Verónica Bolón-Canedo, Diego Peteiro-Barral, Beatriz Remeseiro, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Antonio Mosquera González, Manuel G. Penedo, Noelia Sánchez-Maroño
Interferential Tear Film Lipid Layer Classification: An Automatic Dry Eye Test. ICTAI (2012)
Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
Combining functional networks and sensitivity analysis as wrapper method for feature selection. Expert Syst. Appl. 38 (10) (2011)
Verónica Bolón-Canedo, Sohan Seth, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, José C. Príncipe
Statistical dependence measure for feature selection in microarray datasets. ESANN (2011)
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)
Diego Álvarez-Estévez, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Vicente Moret-Bonillo
Reducing dimensionality in a database of sleep EEG arousals. Expert Syst. Appl. 38 (6) (2011)
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)
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. 38 (5) (2011)
Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
Toward an ensemble of filters for classification. ISDA (2011)
Bertha Guijarro-Berdiñas, Santiago Fernández-Lorenzo, Noelia Sánchez-Maroño, Oscar Fontenla-Romero
A Privacy-Preserving Distributed and Incremental Learning Method for Intrusion Detection. ICANN (1) (2010)
Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
On the effectiveness of discretization on gene selection of microarray data. IJCNN (2010)
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)
Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Rosa M. Calvo-Estévez
A Wrapper Method for Feature Selection in Multiple Classes Datasets. IWANN (1) (2009)
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)
Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, María Tombilla-Sanromán
Filter Methods for Feature Selection - A Comparative Study. IDEAL (2007)
Enrique F. Castillo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Carmen Castillo
Functional Network Topology Learning and Sensitivity Analysis Based on ANOVA Decomposition. Neural Comput. 19 (1) (2007)
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)
Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Beatriz Pérez-Sánchez
An Improved Version of the Wrapper Feature Selection Method Based on Functional Decomposition. ICANN (2) (2007)
Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
Feature Selection Based on Sensitivity Analysis. CAEPIA (2007)
Noelia Sánchez-Maroño, María Caamaño-Fernández, Enrique F. Castillo, Amparo Alonso-Betanzos
Functional Networks and Analysis of Variance for Feature Selection. IDEAL (2006)
Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Enrique F. Castillo
a new wrapper method for feature subset selection. ESANN (2005)
Noelia Sánchez-Maroño, Oscar Fontenla-Romero, Enrique F. Castillo, Amparo Alonso-Betanzos
Modelling Engineering Problems Using Dimensional Analysis for Feature Extraction. ICANN (2) (2005)
Amparo Alonso-Betanzos, Enrique F. Castillo, Oscar Fontenla-Romero, Noelia Sánchez-Maroño
Shear strength prediction using dimensional analysis and functional networks. ESANN (2004)
Noelia Sánchez-Maroño, Oscar Fontenla-Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas
Self-organizing maps and functional networks for local dynamic modeling. ESANN (2003)
Enrique F. Castillo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Carmen Castillo
Recovering Missing Data with Functional and Bayesian Networks. IWANN (2) (2003)
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 (2) (2001)