Fernando Díaz

Publication Activity (10 Years)

Years Active: 2000-2018
Publications (10 Years): 8

Top Topics

Microarray Data

Traveling Salesman Problem

Simulated Annealing

Combinatorial Optimization

Top Venues

Expert Syst. Appl.

GECCO (Companion)

Appl. Soft Comput.

Publications

Eneko Osaba, Roberto Carballedo, Fernando Díaz, Enrique Onieva, Antonio D. Masegosa, Asier Perallos
Good practice proposal for the implementation, presentation, and comparison of metaheuristics for solving routing problems. Neurocomputing 271 (2018)
Eneko Osaba, Xin-She Yang, Fernando Díaz, Enrique Onieva, Antonio D. Masegosa, Asier Perallos
A discrete firefly algorithm to solve a rich vehicle routing problem modelling a newspaper distribution system with recycling policy. Soft Comput. 21 (18) (2017)
Eneko Osaba, Roberto Carballedo, Pedro López-García, Fernando Díaz
Comparison between Golden Ball Meta-heuristic, Evolutionary Simulated Annealing and Tabu Search for the Traveling Salesman Problem. GECCO (Companion) (2016)
Eneko Osaba, Xin-She Yang, Fernando Díaz, Enrique Onieva, Antonio D. Masegosa, Asier Perallos
A Discrete Firefly Algorithm to Solve a Rich Vehicle Routing Problem Modelling a Newspaper Distribution System with Recycling Policy. CoRR (2016)
Eneko Osaba, Xin-She Yang, Fernando Díaz, Pedro López-García, Roberto Carballedo
An Improved Discrete Bat Algorithm for Symmetric and Asymmetric Traveling Salesman Problems. CoRR (2016)
Eneko Osaba, Fernando Díaz
Design and Implementation of a Combinatorial Optimization Multi-population Meta-heuristic for Solving Vehicle Routing Problems. Int. J. Interact. Multim. Artif. Intell. 4 (2) (2016)
Eneko Osaba, Xin-She Yang, Fernando Díaz, Pedro López-García, Roberto Carballedo
An improved discrete bat algorithm for symmetric and asymmetric Traveling Salesman Problems. Eng. Appl. Artif. Intell. 48 (2016)
Eneko Osaba, Fernando Díaz, Enrique Onieva, Pedro López-García, Roberto Carballedo, Asier Perallos
A Parallel Meta-heuristic for Solving a Multiple Asymmetric Traveling Salesman Problem with Simulateneous Pickup and Delivery Modeling Demand Responsive Transport Problems. HAIS (2015)
Enrique Yeguas, María Victoria Luzón, Reyes Pavón, Rosalía Laza, Germán Arroyo, Fernando Díaz
Automatic parameter tuning for Evolutionary Algorithms using a Bayesian Case-Based Reasoning system. Appl. Soft Comput. 18 (2014)
Eneko Osaba, Fernando Díaz, Roberto Carballedo, Enrique Onieva, Pedro López-García
A study on the impact of heuristic initialization functions in a genetic algorithm solving the N-queens problem. GECCO (Companion) (2014)
Eneko Osaba, Roberto Carballedo, Fernando Díaz, Enrique Onieva, Pedro López-García, Asier Perallos
On the influence of using initialization functions on genetic algorithms solving combinatorial optimization problems: A first study on the TSP. EAIS (2014)
Eneko Osaba, Fernando Díaz, Enrique Onieva
Golden ball: a novel meta-heuristic to solve combinatorial optimization problems based on soccer concepts. Appl. Intell. 41 (1) (2014)
Eneko Osaba, Roberto Carballedo, Fernando Díaz, Enrique Onieva, Asier Perallos
A Proposal of Good Practice in the Formulation and Comparison of Meta-heuristics for Solving Routing Problems. SOCO-CISIS-ICEUTE (2014)
Miguel Reboiro-Jato, Fernando Díaz, Daniel Glez-Peña, Florentino Fdez-Riverola
A novel ensemble of classifiers that use biological relevant gene sets for microarray classification. Appl. Soft Comput. 17 (2014)
Eneko Osaba, Fernando Díaz, Roberto Carballedo, Idoia De-la-Iglesia, Enrique Onieva, Asier Perallos
A study on the efficiency of neutral crossover operators in genetic algorithms applied to the bin packing problem. GECCO (Companion) (2014)
Eneko Osaba, Enrique Onieva, Fernando Díaz, Roberto Carballedo, Asier Perallos
Comments on "Albayrak, M., & Allahverdy N. (2011). Development a new mutation operator to solve the Traveling Salesman Problem by aid of genetic algorithms. Expert Systems with Applications, 38(3), 1313-1320": A proposal of good practice. Expert Syst. Appl. 41 (4) (2014)
Eneko Osaba, Roberto Carballedo, Fernando Díaz, Asier Perallos
Discussion related to "Wang, C.-H., & Lu, J.-Z. (2009). A hybrid genetic algorithm that optimizes capacitated vehicle routing problem. Expert Systems with Applications, 36(2), 2921-2936". Expert Syst. Appl. 40 (14) (2013)
Francisco Jose Glez-Cabrera, José Vicente Álvarez-Bravo, Fernando Díaz
Representing Motion Patterns with the Qualitative Rectilinear Projection Calculus. DCAI (2013)
José A. Castellanos-Garzón, Fernando Díaz
An Evolutionary and Visual Framework for Clustering of DNA Microarray Data. J. Integr. Bioinform. 10 (3) (2013)
Miguel Reboiro-Jato, Rosalía Laza, Hugo López-Fernández, Daniel Glez-Peña, Fernando Díaz, Florentino Fdez-Riverola
genEnsemble: A new model for the combination of classifiers and integration of biological knowledge applied to genomic data. Expert Syst. Appl. 40 (1) (2013)
José A. Castellanos-Garzón, Carlos Armando García, Paulo Novais, Fernando Díaz
A visual analytics framework for cluster analysis of DNA microarray data. Expert Syst. Appl. 40 (2) (2013)
Eneko Osaba, Enrique Onieva, Roberto Carballedo, Fernando Díaz, Asier Perallos
An Adaptive Multi-Crossover Population Algorithm for Solving Routing Problems. NICSO (2013)
Eneko Osaba, Enrique Onieva, Roberto Carballedo, Fernando Díaz, Asier Perallos, Xiao Zhang
A multi-crossover and adaptive island based population algorithm for solving routing problems. J. Zhejiang Univ. Sci. C 14 (11) (2013)
José A. Castellanos-Garzón, Fernando Díaz
An evolutionary computational model applied to cluster analysis of DNA microarray data. Expert Syst. Appl. 40 (7) (2013)
Francisco Jose Glez-Cabrera, José Vicente Álvarez-Bravo, Fernando Díaz
QRPC: A new qualitative model for representing motion patterns. Expert Syst. Appl. 40 (11) (2013)
Eneko Osaba, Fernando Díaz, Enrique Onieva
A novel meta-heuristic based on soccer concepts to solve routing problems. GECCO (Companion) (2013)
Eneko Osaba, Roberto Carballedo, Fernando Díaz, Asier Perallos
Analysis of the suitability of using blind crossover operators in genetic algorithms for solving routing problems. SACI (2013)
José A. Castellanos-Garzón, Fernando Díaz
A Clustering Framework Applied to DNA Microarray Data. PACBB (2013)
Miguel Reboiro-Jato, Daniel Glez-Peña, Fernando Díaz, Florentino Fdez-Riverola
A novel ensemble approach for multicategory classification of DNA microarray data using biological relevant gene sets. Int. J. Data Min. Bioinform. 6 (6) (2012)
Eneko Osaba, Fernando Díaz
Comparison of a memetic algorithm and a tabu search algorithm for the Traveling Salesman Problem. FedCSIS (2012)
José Ramon Méndez, Miguel Reboiro-Jato, Fernando Díaz, Eduardo Díaz, Florentino Fdez-Riverola
Grindstone4Spam: An optimization toolkit for boosting e-mail classification. J. Syst. Softw. 85 (12) (2012)
Héctor Gómez, Daniel Glez-Peña, Miguel Reboiro-Jato, Reyes Pavón, Fernando Díaz, Florentino Fdez-Riverola
An Experimental Evaluation of a Novel Stochastic Method for Iterative Class Discovery on Real Microarray Datasets. IWPACBB (2010)
Daniel Glez-Peña, Miguel Reboiro-Jato, Paulo Maia, Miguel Rocha, Fernando Díaz, Florentino Fdez-Riverola
AIBench: A rapid application development framework for translational research in biomedicine. Comput. Methods Programs Biomed. 98 (2) (2010)
Daniel Glez-Peña, Marta Pérez-Fernández, Miguel Reboiro-Jato, Florentino Fdez-Riverola, Marta Pérez, Fernando Díaz
Incorporating biological knowledge to microarray data classification through genomic data fusion. FUSION (2010)
Miguel Reboiro-Jato, Daniel Glez-Peña, Juan F. Gálvez, Rosalía Laza, Fernando Díaz, Florentino Fdez-Riverola
A Comparative Study of Microarray Data Classification Methods Based on Ensemble Biological Relevant Gene Sets. IWPACBB (2010)
Reyes Pavón, Fernando Díaz, Rosalía Laza, M. Victoria Luzón
Experimental evaluation of an automatic parameter setting system. Expert Syst. Appl. 37 (7) (2010)
Anália Lourenço, Rafael Carreira, Daniel Glez-Peña, José Ramon Méndez, Sónia Carneiro, Luis Mateus Rocha, Fernando Díaz, Eugénio C. Ferreira, Isabel Rocha, Florentino Fdez-Riverola, Miguel Rocha
BioDR: Semantic indexing networks for biomedical document retrieval. Expert Syst. Appl. 37 (4) (2010)
Daniel Glez-Peña, Fernando Díaz, Jesús M. Hernández, Juan M. Corchado, Florentino Fdez-Riverola
geneCBR: a translational tool for multiple-microarray analysis and integrative information retrieval for aiding diagnosis in cancer research. BMC Bioinform. 10 (2009)
Daniel Glez-Peña, Rodrigo Álvarez, Fernando Díaz, Florentino Fdez-Riverola
DFP: a Bioconductor package for fuzzy profile identification and gene reduction of microarray data. BMC Bioinform. 10 (2009)
Anália Lourenço, Sónia Carneiro, Eugénio C. Ferreira, Rafael Carreira, Luis Mateus Rocha, Daniel Glez-Peña, José Ramon Méndez, Florentino Fdez-Riverola, Fernando Díaz, Isabel Rocha, Miguel Rocha
Biomedical Text Mining Applied to Document Retrieval and Semantic Indexing. IWANN (2) (2009)
Daniel Glez-Peña, Fernando Díaz, José Ramon Méndez, Juan M. Corchado, Florentino Fdez-Riverola
An Evolutionary Approach for Sample-Based Clustering on Microarray Data. IWANN (2) (2009)
José Ramon Méndez, Daniel Glez-Peña, Florentino Fdez-Riverola, Fernando Díaz, Juan M. Corchado
Managing irrelevant knowledge in CBR models for unsolicited e-mail classification. Expert Syst. Appl. 36 (2) (2009)
Reyes Pavón, Fernando Díaz, Rosalía Laza, M. Victoria Luzón
Automatic parameter tuning with a Bayesian case-based reasoning system. A case of study. Expert Syst. Appl. 36 (2) (2009)
Reyes Pavón, Daniel Glez-Peña, Rosalía Laza, Fernando Díaz, M. Victoria Luzón
A Multi-Agent System Approach for Algorithm Parameter Tuning. PAAMS (2009)
Reyes Pavón, Fernando Díaz, M. Victoria Luzón
A model for parameter setting based on Bayesian networks. Eng. Appl. Artif. Intell. 21 (1) (2008)
Daniel Glez-Peña, Manuel Glez Bedia, Fernando Díaz, Florentino Fernández Riverola
Multiple-Microarray Analysis and Internet Gathering Information with Application for Aiding Medical Diagnosis in Cancer Research. IWPACBB (2008)
Florentino Fernández Riverola, Fernando Díaz, Juan M. Corchado
Reducing the Memory Size of a Fuzzy Case-Based Reasoning System Applying Rough Set Techniques. IEEE Trans. Syst. Man Cybern. Part C 37 (1) (2007)
José Ramon Méndez, Carlos González, Daniel Glez-Peña, Florentino Fdez-Riverola, Fernando Díaz, Juan M. Corchado
Assessing Classification Accuracy in the Revision Stage of a CBR Spam Filtering System. ICCBR (2007)
Florentino Fdez-Riverola, Eva Lorenzo Iglesias, Fernando Díaz, José Ramon Méndez, Juan M. Corchado
Applying lazy learning algorithms to tackle concept drift in spam filtering. Expert Syst. Appl. 33 (1) (2007)
Florentino Fdez-Riverola, Eva Lorenzo Iglesias, Fernando Díaz, José Ramon Méndez, Juan M. Corchado
SpamHunting: An instance-based reasoning system for spam labelling and filtering. Decis. Support Syst. 43 (3) (2007)
José Ramon Méndez, Florentino Fdez-Riverola, Fernando Díaz, Juan M. Corchado
Intelligent systems for detecting and filtering spam e-mail: a survey. Inteligencia Artif. 11 (34) (2007)
José Ramon Méndez, Florentino Fdez-Riverola, Daniel Glez-Peña, Fernando Díaz, Juan M. Corchado
Relaxing Feature Selection in Spam Filtering by Using Case-Based Reasoning Systems. EPIA Workshops (2007)
José Ramon Méndez, B. Corzo, Daniel Glez-Peña, Florentino Fernández Riverola, Fernando Díaz
Analyzing the Performance of Spam Filtering Methods When Dimensionality of Input Vector Changes. MLDM (2007)
Reyes Pavón, Fernando Díaz, M. Victoria Luzón
An adjustment model in a geometric constraint solving problem. SAC (2006)
Fernando Díaz, Florentino Fdez-Riverola, Daniel Glez-Peña, Juan M. Corchado
Applying GCS Networks to Fuzzy Discretized Microarray Data for Tumour Diagnosis. IDEAL (2006)
José Ramon Méndez, Florentino Fdez-Riverola, Fernando Díaz, Eva Lorenzo Iglesias, Juan M. Corchado
A Comparative Performance Study of Feature Selection Methods for the Anti-spam Filtering Domain. ICDM (2006)
José Ramon Méndez, Florentino Fernández Riverola, Eva Lorenzo Iglesias, Fernando Díaz, Juan M. Corchado
Tracking Concept Drift at Feature Selection Stage in SpamHunting: An Anti-spam Instance-Based Reasoning System. ECCBR (2006)
Fernando Díaz, Florentino Fdez-Riverola, Juan M. Corchado
gene-CBR: A Case-Based Reasonig Tool for Cancer Diagnosis Using Microarray Data Sets. Comput. Intell. 22 (3-4) (2006)
Fernando Díaz, Florentino Fdez-Riverola, Daniel Glez-Peña, Juan M. Corchado
Using Fuzzy Patterns for Gene Selection and Data Reduction on Microarray Data. IDEAL (2006)
Florentino Fdez-Riverola, Fernando Díaz, María Lourdes Borrajo Diz, J. Carlos Yáñez, Juan M. Corchado
Improving Gene Selection in Microarray Data Analysis Using Fuzzy Patterns Inside a CBR System. ICCBR (2005)
María Lourdes Borrajo Diz, Juan M. Corchado, J. Carlos Yáñez, Florentino Fdez-Riverola, Fernando Díaz
Autonomous Internal Control System for Small to Medium Firms. ICCBR (2005)
José Ramon Méndez, Eva Lorenzo Iglesias, Florentino Fdez-Riverola, Fernando Díaz, Juan M. Corchado
Tokenising, Stemming and Stopword Removal on Anti-spam Filtering Domain. CAEPIA (2005)
Florentino Fernández Riverola, Fernando Díaz, Juan M. Corchado
Using Rough Sets Theory and Minimum Description Length Principle to Improve a beta-TSK Fuzzy Revision Method for CBR Systems. SBIA (2004)
Florentino Fdez-Riverola, Fernando Díaz, Juan M. Corchado
Applying Rough Sets Reduction Techniques to the Construction of a Fuzzy Rule Base for Case Based Reasoning. IBERAMIA (2004)
Juan F. Gálvez, Fernando Díaz, Pilar Carrión, Angel Garcia
An Application for Knowledge Discovery Based on a Revision of VPRS Model. Rough Sets and Current Trends in Computing (2000)