Noelia Sánchez-Maroño

Proceedings of the 29th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises, 2020

2019

Insights into distributed feature ranking.

[BibT_eX]

[DOI]

Konstantinos Sechidis

Gavin Brown

Inf. Sci., 2019

2018

On the scalability of feature selection methods on high-dimensional data.

[BibT_eX]

[DOI]

Diego Fernández-Francos

Knowl. Inf. Syst., 2018

Feature selection for label ranking.

[BibT_eX]

[DOI]

Rafael Marcos Luque Baena

Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018

2017

Machine learning models to search relevant genetic signatures in clinical context.

[BibT_eX]

[DOI]

Daniel Urda

Leonardo Franco

José M. Jerez

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Exploring the consequences of distributed feature selection in DNA microarray data.

[BibT_eX]

[DOI]

Konstantinos Sechidis

Gavin Brown

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2016

Feature selection for high-dimensional data.

[BibT_eX]

[DOI]

Prog. Artif. Intell., 2016

A comparison of performance of K-complex classification methods using feature selection.

[BibT_eX]

[DOI]

Elena Hernández-Pereira

Diego Álvarez-Estévez

Vicente Moret-Bonillo

Inf. Sci., 2016

A unified pipeline for online feature selection and classification.

[BibT_eX]

[DOI]

Diego Fernández-Francos

Noelia Barreira-Rodríguez

Expert Syst. Appl., 2016

On the development of conjunctival hyperemia computer-assisted diagnosis tools: Influence of feature selection and class imbalance in automatic gradings.

[BibT_eX]

[DOI]

María Luisa Sánchez Brea

María Jesús Giráldez Fernández

Carlos García-Resúa

Artif. Intell. Medicine, 2016

On the analysis of local and global features for hyperemia grading.

[BibT_eX]

[DOI]

Luisa Sánchez Brea

Noelia Barreira

Hugo Pena-Verdeal

Eva Yebra-Pimentel

Proceedings of the Ninth International Conference on Machine Vision, 2016

Two-Class with Oversampling Versus One-Class Classification for Microarray Datasets.

[BibT_eX]

[DOI]

Noelia Barreira-Rodríguez

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

On the analysis of feature selection techniques in a conjunctival hyperemia grading framework.

[BibT_eX]

[DOI]

María Luisa Sánchez Brea

Carlos García-Resúa

Eva Yebra-Pimentel

Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

2015

Real-Time Tear Film Classification Through Cost-Based Feature Selection.

[BibT_eX]

[DOI]

Trans. Comput. Collect. Intell., 2015

An Agent-Based Model for Simulating Environmental Behavior in an Educational Organization.

[BibT_eX]

[DOI]

Neural Process. Lett., 2015

Recent advances and emerging challenges of feature selection in the context of big data.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2015

Distributed feature selection: An application to microarray data classification.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2015

Designing Decision Trees for Representing Sustainable Behaviours in Agents.

[BibT_eX]

[DOI]

J. Gareth Polhill

Tony Craig

Proceedings of the Trends in Practical Applications of Agents, Multi-Agent Systems and Sustainability, 2015

A Distributed Feature Selection Approach Based on a Complexity Measure.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Intelligence, 2015

Selecting target concept in one-class classification for handling class imbalance problem.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

One-Class Classification for Microarray Datasets with Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the Engineering Applications of Neural Networks, 2015

Feature Selection for High-Dimensional Data

[BibT_eX]

[DOI]

Artificial Intelligence: Foundations, Theory, and Algorithms, Springer, ISBN: 978-3-319-21858-8, 2015

2014

A Methodology for Improving Tear Film Lipid Layer Classification.

[BibT_eX]

[DOI]

Manuel G. Penedo

IEEE J. Biomed. Health Informatics, 2014

A framework for cost-based feature selection.

[BibT_eX]

[DOI]

Iago Porto-Díaz

Pattern Recognit., 2014

A review of microarray datasets and applied feature selection methods.

[BibT_eX]

[DOI]

José Manuel Benítez

Francisco Herrera

Inf. Sci., 2014

Data classification using an ensemble of filters.

[BibT_eX]

[DOI]

Neurocomputing, 2014

mC-ReliefF - An Extension of ReliefF for Cost-based Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the ICAART 2014, 2014

Learning on Vertically Partitioned Data based on Chi-square Feature Selection and Naive Bayes Classification.

[BibT_eX]

[DOI]

Proceedings of the ICAART 2014, 2014

Toward parallel feature selection from vertically partitioned data.

[BibT_eX]

[DOI]

Joana Cerviño-Rabuñal

Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014

Influence of internal values and social networks for achieving sustainable organizations.

[BibT_eX]

[DOI]

C. Brinquis-Núñez

J. Gareth Polhill

Tony Craig

Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

2013

A review of feature selection methods on synthetic data.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2013

Toward the scalability of neural networks through feature selection.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2013

A Decision-Making Model for Environmental Behavior in Agent-Based Modeling.

[BibT_eX]

[DOI]

Miguel Rodríguez-García

Gary Polhill

Tony Craig

Proceedings of the Advances in Computational Intelligence, 2013

A distributed wrapper approach for feature selection.

[BibT_eX]

[DOI]

Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013

Scaling Up Feature Selection: A Distributed Filter Approach.

[BibT_eX]

[DOI]

Joana Cerviño-Rabuñal

Proceedings of the Advances in Artificial Intelligence, 2013

2012

An ensemble of filters and classifiers for microarray data classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2012

An Agent-Based Prototype for Enhancing Sustainability Behavior at an Academic Environment.

[BibT_eX]

[DOI]

Proceedings of the Highlights on Practical Applications of Agents and Multi-Agent Systems, 2012

Interferential Tear Film Lipid Layer Classification: An Automatic Dry Eye Test.

[BibT_eX]

[DOI]

Manuel G. Penedo

Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012

2011

Combining functional networks and sensitivity analysis as wrapper method for feature selection.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2011

Feature selection and classification in multiple class datasets: An application to KDD Cup 99 dataset.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2011

Reducing dimensionality in a database of sleep EEG arousals.

[BibT_eX]

[DOI]

Diego Álvarez-Estévez

Vicente Moret-Bonillo

Expert Syst. Appl., 2011

Toward an ensemble of filters for classification.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

On the behavior of feature selection methods dealing with noise and relevance over synthetic scenarios.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Statistical dependence measure for feature selection in microarray datasets.

[BibT_eX]

[DOI]

Sohan Seth

José C. Príncipe

Proceedings of the 19th European Symposium on Artificial Neural Networks, 2011

Scalability Analysis of ANN Training Algorithms with Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Intelligence, 2011

2010

Multiclass classifiers vs multiple binary classifiers using filters for feature selection.

[BibT_eX]

[DOI]

Pablo Garcia-Gonzalez

Proceedings of the International Joint Conference on Neural Networks, 2010

On the effectiveness of discretization on gene selection of microarray data.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

A Privacy-Preserving Distributed and Incremental Learning Method for Intrusion Detection.

[BibT_eX]

[DOI]

Santiago Fernández-Lorenzo

Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

2009

Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

A Wrapper Method for Feature Selection in Multiple Classes Datasets.

[BibT_eX]

[DOI]

Rosa M. Calvo-Estévez

Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009

A combination of discretization and filter methods for improving classification performance in KDD Cup 99 dataset.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2009

2007

Functional Network Topology Learning and Sensitivity Analysis Based on ANOVA Decomposition.

[BibT_eX]

[DOI]

Carmen Castillo

Neural Comput., 2007

Filter Methods for Feature Selection - A Comparative Study.

[BibT_eX]

[DOI]

María Tombilla-Sanromán

Proceedings of the Intelligent Data Engineering and Automated Learning, 2007

An Improved Version of the Wrapper Feature Selection Method Based on Functional Decomposition.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2007

Classification of computer intrusions using functional networks. A comparative study.

[BibT_eX]

[DOI]

Félix M. Carballal-Fortes

Juan A. Suárez-Romero

Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007

Feature Selection Based on Sensitivity Analysis.

[BibT_eX]

[DOI]

Proceedings of the Current Topics in Artificial Intelligence, 2007

2006

Functional Networks and Analysis of Variance for Feature Selection.

[BibT_eX]

[DOI]

María Caamaño-Fernández

Proceedings of the Intelligent Data Engineering and Automated Learning, 2006

2005

Modelling Engineering Problems Using Dimensional Analysis for Feature Extraction.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

a new wrapper method for feature subset selection.

[BibT_eX]

[DOI]

Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005

2004

Shear strength prediction using dimensional analysis and functional networks.

[BibT_eX]

[DOI]

Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004

2003

Recovering Missing Data with Functional and Bayesian Networks.

[BibT_eX]

[DOI]

Carmen Castillo

Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

Self-organizing maps and functional networks for local dynamic modeling.

[BibT_eX]

[DOI]

Proceedings of the 11th European Symposium on Artificial Neural Networks, 2003

2001

An Auto-learning System for the Classification of Fetal Heart Rate Decelerative Patterns.

[BibT_eX]

[DOI]

Olga Garcia-Dans