Víctor Robles

According to our database, Víctor Robles authored at least 54 papers between 2002 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Transformers for extracting breast cancer information from Spanish clinical narratives.

Oswaldo Solarte Pabón, Orlando Montenegro, Alvaro Garcia-Barragán, Maria Torrente, Mariano Provencio, Ernestina Menasalvas, Víctor Robles

Artif. Intell. Medicine, September, 2023

Comparing Automated Machine Learning Against an Off-the-Shelf Pattern-Based Classifier in a Class Imbalance Problem: Predicting University Dropout.

Leonardo Cañete-Sifuentes, Victor Robles, Ernestina Menasalvas, Raúl Monroy Borja

IEEE Access, 2023

Structuring Breast Cancer Spanish Electronic Health Records Using Deep Learning.

Alvaro Garcia-Barragán, Oswaldo Solarte Pabón, Georgiy Nedostup, Mariano Provencio, Ernestina Menasalvas, Victor Robles

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

2022

Deep learning to extract Breast Cancer diagnosis concepts.

Oswaldo Solarte Pabón, Maria Torrente, Alvaro Garcia-Barragán, Mariano Provencio, Ernestina Menasalvas, Victor Robles

Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022

2016

New insights into the suitability of the third dimension for visualizing multivariate/multidimensional data: A study based on loss of quality quantification.

Antonio Gracia Berná, Santiago González, Víctor Robles, Ernestina Menasalvas Ruiz, Tatiana von Landesberger

Inf. Vis., 2016

2014

A methodology to compare Dimensionality Reduction algorithms in terms of loss of quality.

Antonio Gracia Berná, Santiago González, Victor Robles, Ernestina Menasalvas Ruiz

Inf. Sci., 2014

Semi-supervised projected model-based clustering.

Luis Guerra, Concha Bielza, Víctor Robles, Pedro Larrañaga

Data Min. Knowl. Discov., 2014

2013

Semi-supervised Projected Clustering for Classifying GABAergic Interneurons.

Luis Guerra, Ruth Benavides-Piccione, Concha Bielza, Víctor Robles, Javier DeFelipe, Pedro Larrañaga

Proceedings of the Artificial Intelligence in Medicine, 2013

2012

A comparison of clustering quality indices using outliers and noise.

Luis Guerra, Víctor Robles, Concha Bielza, Pedro Larrañaga

Intell. Data Anal., 2012

MedVir: 3D visual interface applied to gene profile analysis.

Antonio Gracia Berná, Santiago González, Víctor Robles Forcada

Proceedings of the 2012 International Conference on High Performance Computing & Simulation, 2012

2011

Regularized logistic regression without a penalty term: An application to cancer classification with microarray data.

Concha Bielza, Víctor Robles, Pedro Larrañaga

Expert Syst. Appl., 2011

2010

A new initialization procedure for the distributed estimation of distribution algorithms.

Santiago Muelas, José María Peña Sánchez, Antonio LaTorre, Víctor Robles

Soft Comput., 2010

CliDaPa: A new approach to combining clinical data with DNA microarrays.

Santiago González, Luis Guerra, Víctor Robles, José María Peña Sánchez, Fazel Famili

Intell. Data Anal., 2010

2009

Feature selection for multi-label naive Bayes classification.

Min-Ling Zhang, José María Peña Sánchez, Víctor Robles

Inf. Sci., 2009

An agent architecture for managing data resources in a grid environment.

María S. Pérez, Alberto Sánchez, Jemal H. Abawajy, Víctor Robles, José M. Peña

Future Gener. Comput. Syst., 2009

EDA-Based Logistic Regression Applied to Biomarkers Selection in Breast Cancer.

Santiago González, Víctor Robles, José María Peña Sánchez, Óscar Cubo

Proceedings of the Distributed Computing, 2009

2008

Machine Learning to Analyze Migration Parameters in Parallel Genetic Algorithms.

Santiago Muelas, José María Peña Sánchez, Víctor Robles, Antonio LaTorre, P. de Miguel

Proceedings of the Innovations in Hybrid Intelligent Systems, 2008

A review of estimation of distribution algorithms in bioinformatics.

Rubén Armañanzas, Iñaki Inza, Roberto Santana, Yvan Saeys, Jose Luis Flores, José Antonio Lozano, Yves Van de Peer, Rosa Blanco, Víctor Robles, Concha Bielza, Pedro Larrañaga

BioData Min., 2008

Voronoi-initializated island models for solving real-coded deceptive problems.

Santiago Muelas, José María Peña Sánchez, Víctor Robles, Antonio LaTorre

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Using multiple offspring sampling to guide genetic algorithms to solve permutation problems.

Antonio LaTorre, José María Peña Sánchez, Víctor Robles, Santiago Muelas

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

2007

Design and implementation of a data mining grid-aware architecture.

María S. Pérez, Alberto Sánchez, Víctor Robles, Pilar Herrero, José M. Peña

Future Gener. Comput. Syst., 2007

2006

MAPFS: A flexible multiagent parallel file system for clusters.

María S. Pérez, Jesús Carretero, Félix García Carballeira, José M. Peña, Víctor Robles

Future Gener. Comput. Syst., 2006

Machine learning in bioinformatics.

Pedro Larrañaga, Borja Calvo, Roberto Santana, Concha Bielza, Josu Galdiano, Iñaki Inza, José Antonio Lozano, Rubén Armañanzas, Guzmán Santafé, Aritz Pérez Martínez, Victor Robles

Briefings Bioinform., 2006

GA-EDA: A New Hybrid Cooperative Search Evolutionary Algorithm.

Victor Robles, José M. Peña, Pedro Larrañaga, María S. Pérez, Vanessa Herves

Proceedings of the Towards a New Evolutionary Computation, 2006

2005

Are web self-assessment tools useful for training?

María S. Pérez, Pilar Herrero, Francisco M. Sánchez, Víctor Robles

IEEE Trans. Educ., 2005

A new formalism for dynamic reconfiguration of data servers in a cluster.

María S. Pérez, Alberto Sánchez, José M. Peña, Víctor Robles

J. Parallel Distributed Comput., 2005

GADA 2005 PC Co-chairs' Message.

Pilar Herrero, María S. Pérez, Víctor Robles, Jan Humble

Proceedings of the On the Move to Meaningful Internet Systems 2005: OTM 2005 Workshops, 2005

Extending the GA-EDA Hybrid Algorithm to Study Diversification and Intensification in GAs and EDAs.

Víctor Robles, José M. Peña, María S. Pérez, Pilar Herrero, Óscar Cubo

Proceedings of the Advances in Intelligent Data Analysis VI, 2005

Using Genetic Algorithms to Improve Accuracy of Economical Indexes Prediction.

Óscar Cubo, Víctor Robles, Javier Segovia, Ernestina Menasalvas Ruiz

Proceedings of the Advances in Intelligent Data Analysis VI, 2005

DCP-Grid, a Framework for Conversational Distributed Transactions on Grid Environments.

Manuel Salvadores, Pilar Herrero, María S. Pérez, Víctor Robles

Proceedings of the Computational Science, 2005

DCP-Grid A Framework for Concurrent Distributed Transactions on Grid Environments.

Manuel Salvadores, Pilar Herrero, María S. Pérez, Víctor Robles

Proceedings of the Advances in Web Intelligence Third International Atlantic Web IntelligenceConference, 2005

Adapting the Weka Data Mining Toolkit to a Grid Based Environment.

María S. Pérez, Alberto Sánchez, Pilar Herrero, Víctor Robles, José M. Peña

Proceedings of the Advances in Web Intelligence Third International Atlantic Web IntelligenceConference, 2005

1st International Workshop on Knowledge and Data Mining Grid.

Pilar Herrero, María S. Pérez, Víctor Robles

Proceedings of the Advances in Web Intelligence Third International Atlantic Web IntelligenceConference, 2005

2004

Bayesian network multi-classifiers for protein secondary structure prediction.

Víctor Robles, Pedro Larrañaga, José M. Peña, Ernestina Menasalvas Ruiz, María S. Pérez, Vanessa Herves, Anita Wasilewska

Artif. Intell. Medicine, 2004

A Flexible Two-Level I/O Architecture for Grids.

Alberto Sánchez, María S. Pérez, Víctor Robles, José M. Peña, Pilar Herrero

Proceedings of the Scientific Applications of Grid Computing, First International Workshop, 2004

GAM: A Grid Awareness Model for Grid Environments.

Pilar Herrero, María S. Pérez, Víctor Robles

Proceedings of the Scientific Applications of Grid Computing, First International Workshop, 2004

Storage groups: A new approach for providing dynamic reconfiguration in data-based clusters.

María S. Pérez, Alberto Sánchez, José M. Peña, Víctor Robles, Jesús Carretero, Félix García

Proceedings of the IASTED International Conference on Parallel and Distributed Computing and Networks, 2004

Improving Distributed Data Mining Techniques by Means of a Grid Infrastructure.

Alberto Sánchez, José M. Peña, María S. Pérez, Víctor Robles, Pilar Herrero

Proceedings of the On the Move to Meaningful Internet Systems 2004: OTM 2004 Workshops: OTM Confederated International Workshops and Posters, 2004

Workshop on Grid Computing and Its Application to Data Analysis (GADA) PC Co-chairs' Message.

Pilar Herrero, María S. Pérez, Milena Radenkovic, Víctor Robles

Proceedings of the On the Move to Meaningful Internet Systems 2004: OTM 2004 Workshops: OTM Confederated International Workshops and Posters, 2004

GA-EDA: Hybrid Evolutionary Algorithm Using Genetic and Estimation of Distribution Algorithms.

José M. Peña, Víctor Robles, Pedro Larrañaga, Vanessa Herves, Francisco Rosales, María S. Pérez

Proceedings of the Innovations in Applied Artificial Intelligence, 2004

Design and Evaluation of an Agent-Based Communication Model for a Parallel File System.

María S. Pérez, Alberto Sánchez, Jemal H. Abawajy, Víctor Robles, José M. Peña

Proceedings of the Computational Science and Its Applications, 2004

Optimizations Based on Hints in a Parallel File System.

María S. Pérez, Alberto Sánchez, Víctor Robles, José M. Peña, Fernando Pérez

Proceedings of the Computational Science, 2004

Cooperation model of a multiagent parallel file system for clusters.

María S. Pérez, Alberto Sánchez, Víctor Robles, José M. Peña, Jemal H. Abawajy

Proceedings of the 4th IEEE/ACM International Symposium on Cluster Computing and the Grid (CCGrid 2004), 2004

Bayesian Methods to Estimate Future Load in Web Farms.

José M. Peña, Víctor Robles, Oscar Marbán, María S. Pérez

Proceedings of the Advances in Web Intelligence, 2004

2003

Clasificación supervisada basada en redes bayesianas. Aplicación en biología computacional.

Víctor Robles

PhD thesis, 2003

Improvement of Naïve Bayes Collaborative Filtering Using Interval Estimation.

Víctor Robles, Pedro Larrañaga, Ernestina Menasalvas Ruiz, María S. Pérez, Vanessa Herves

Proceedings of the 2003 IEEE / WIC International Conference on Web Intelligence, 2003

Parallel Stochastic Search for Protein Secondary Structure Prediction.

Víctor Robles, María S. Pérez, Vanessa Herves, José M. Peña, Pedro Larrañaga

Proceedings of the Parallel Processing and Applied Mathematics, 2003

Interval Estimation Naïve Bayes.

Víctor Robles, Pedro Larrañaga, José M. Peña, Ernestina Menasalvas Ruiz, María S. Pérez

Proceedings of the Advances in Intelligent Data Analysis V, 2003

A Flexible Multiagent Parallel File System for Clusters.

María S. Pérez, Jesús Carretero, Félix García, José M. Peña, Víctor Robles

Proceedings of the Computational Science - ICCS 2003, 2003

Learning Semi Naïve Bayes Structures by Estimation of Distribution Algorithms.

Víctor Robles, Pedro Larrañaga, José M. Peña, María S. Pérez, Ernestina Menasalvas Ruiz, Vanessa Herves

Proceedings of the Progress in Artificial Intelligence, 2003

MAPFS-Grid: A Flexible Architecture for Data-Intensive Grid Applications.

María S. Pérez, Jesús Carretero, Félix García, José M. Peña, Víctor Robles

Proceedings of the Grid Computing, 2003

Collaborative Filtering Using Interval Estimation Naïve Bayes.

Víctor Robles, Pedro Larrañaga, José M. Peña, Oscar Marbán, F. Javier Crespo, María S. Pérez

Proceedings of the Web Intelligence, 2003

2002

Parallel Data Mining Experimentation Using Flexible Configurations.

José M. Peña, F. Javier Crespo, Ernestina Menasalvas Ruiz, Víctor Robles

Proceedings of the Rough Sets and Current Trends in Computing, 2002

Solving the Traveling Salesman Problem with EDAs.

Víctor Robles, P. de Miguel, Pedro Larrañaga

Proceedings of the Estimation of Distribution Algorithms, 2002