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    First name: Alberto
    Last name: Fernández
    DBLP: 30/2816
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    Journal article
    Mikel Galar, Alberto Fernández, Edurne Barrenechea Tartas, Humberto Bustince, Francisco Herrera.
    NMC: nearest matrix classification - A new combination model for pruning One-vs-One ensembles by transforming the aggregation problem.
    Information Fusion 2017, Volume 36 (0) 2017
    Journal article
    Marin Lujak, Holger Billhardt, Jürgen Dunkel, Alberto Fernández, Ramón Hermoso, Sascha Ossowski.
    A distributed architecture for real-time evacuation guidance in large smart buildings.
    Comput. Sci. Inf. Syst. 2017, Volume 14 (0) 2017
    Journal article
    Hamed Azami, Alberto Fernández, Javier Escudero.
    Refined Multiscale Fuzzy Entropy based on Standard Deviation for Biomedical Signal Analysis.
    CoRR 2016, Volume 0 (0) 2016
    Journal article
    Alberto Fernández, Mikel Elkano, Mikel Galar, José Antonio Sanz, Saleh Alshomrani, Humberto Bustince, Francisco Herrera.
    Enhancing evolutionary fuzzy systems for multi-class problems: Distance-based relative competence weighting with truncated confidences (DRCW-TC).
    Int. J. Approx. Reasoning 2016, Volume 73 (0) 2016
    Journal article
    Amine Khadmaoui, Carlos Gómez, Jesús Poza, Alejandro Bachiller, Alberto Fernández, Javier Quintero, Roberto Hornero.
    MEG Analysis of Neural Interactions in Attention-Deficit/Hyperactivity Disorder.
    Comp. Int. and Neurosc. 2016, Volume 2016 (0) 2016
    Journal article
    Mikel Galar, Alberto Fernández, Edurne Barrenechea Tartas, Humberto Bustince, Francisco Herrera.
    Ordering-based pruning for improving the performance of ensembles of classifiers in the framework of imbalanced datasets.
    Inf. Sci. 2016, Volume 354 (0) 2016
    Conference paper
    Celia Juan-Cruz, Carlos Gómez, Jesús Poza, Alberto Fernández, Roberto Hornero.
    Analysis of magnetoencephalography signals from Alzheimer's disease patients using granger causality.
    38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016, Orlando, FL, USA, August 16-20, 2016 2016 (0) 2016
    Conference paper
    Hamed Azami, Mostafa Rostaghi, Alberto Fernández, Javier Escudero.
    Dispersion entropy for the analysis of resting-state MEG regularity in Alzheimer's disease.
    38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016, Orlando, FL, USA, August 16-20, 2016 2016 (0) 2016
    Conference paper
    Alberto Fernández, Sara del Río, Francisco Herrera.
    A First Approach in Evolutionary Fuzzy Systems based on the lateral tuning of the linguistic labels for Big Data classification.
    2016 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2016, Vancouver, BC, Canada, July 24-29, 2016 2016 (0) 2016
    Conference paper
    Holger Billhardt, Jürgen Dunkel, Marin Lujak, Alberto Fernández, Ramón Hermoso, Sascha Ossowski.
    An Architecture for Situation-Aware Evacuation Guidance in Smart Buildings.
    Proceedings of the First International Workshop on Ambient Intelligence for Large Premises (AmILP 2016) co-located with the European Conference on Artificial Intelligence (ECAI 2016), The Hague, the Netherlands, August 28, 2016. 2017 (0) 2016
    Journal article
    Salma Elhag, Alberto Fernández, Abdullah Bawakid, Saleh Alshomrani, Francisco Herrera.
    On the combination of genetic fuzzy systems and pairwise learning for improving detection rates on Intrusion Detection Systems.
    Expert Syst. Appl. 2015, Volume 42 (0) 2015
    Journal article
    Mikel Galar, Alberto Fernández, Edurne Barrenechea Tartas, Francisco Herrera.
    DRCW-OVO: Distance-based relative competence weighting combination for One-vs-One strategy in multi-class problems.
    Pattern Recognition 2015, Volume 48 (0) 2015
    Journal article
    Saleh Alshomrani, Abdullah Bawakid, Seong-O Shim, Alberto Fernández, Francisco Herrera.
    A proposal for evolutionary fuzzy systems using feature weighting: Dealing with overlapping in imbalanced datasets.
    Knowl.-Based Syst. 2015, Volume 73 (0) 2015
    Journal article
    Alberto Fernández, Victoria López, María José del Jesús, Francisco Herrera.
    Revisiting Evolutionary Fuzzy Systems: Taxonomy, applications, new trends and challenges.
    Knowl.-Based Syst. 2015, Volume 80 (0) 2015
    Conference paper
    Marin Lujak, Alberto Fernández.
    ORCAS: optimized robots configuration and scheduling system.
    Proceedings of the 30th Annual ACM Symposium on Applied Computing, Salamanca, Spain, April 13-17, 2015 2015 (0) 2015
    Conference paper
    Zijie Cong, Alberto Fernández, Holger Billhardt, Marin Lujak.
    Service discovery acceleration with hierarchical clustering.
    Information Systems Frontiers 2015, Volume 17 (0) 2015
    Conference paper
    Mikel Elkano, Mikel Galar, José Antonio Sanz, Alberto Fernández, Edurne Barrenechea Tartas, Francisco Herrera, Humberto Bustince.
    Enhancing Multiclass Classification in FARC-HD Fuzzy Classifier: On the Synergy Between $n$-Dimensional Overlap Functions and Decomposition Strategies.
    IEEE T. Fuzzy Systems 2015, Volume 23 (0) 2015
    Conference paper
    Alberto Fernández, María José del Jesús, Francisco Herrera.
    Addressing Overlapping in Classification with Imbalanced Datasets: A First Multi-objective Approach for Feature and Instance Selection.
    Intelligent Data Engineering and Automated Learning - IDEAL 2015 - 16th International Conference Wroclaw, Poland, October 14-16, 2015, Proceedings 2015 (0) 2015
    Conference paper
    Alberto Fernández, Mikel Galar, José Antonio Sanz, Humberto Bustince, Francisco Herrera.
    Improving Pairwise Learning Classification in Fuzzy Rule Based Classification Systems Using Dynamic Classifier Selection.
    2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), Gijón, Spain., June 30, 2015. 2015 (0) 2015
    Conference paper
    Hamed Azami, Keith Smith, Alberto Fernández, Javier Escudero.
    Evaluation of resting-state magnetoencephalogram complexity in Alzheimer's disease with multivariate multiscale permutation and sample entropies.
    37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015, Milan, Italy, August 25-29, 2015 2015 (0) 2015
    Conference paper
    Alberto Fernández, Mikel Galar, José Antonio Sanz, Humberto Bustince, Oscar Cordón, Francisco Herrera.
    On the impact of Distance-based Relative Competence Weighting approach in One-vs-One classification for Evolutionary Fuzzy Systems: DRCW-FH-GBML algorithm.
    2015 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2015, Istanbul, Turkey, August 2-5, 2015 2015 (0) 2015
    Conference paper
    Pedro Villar, Alberto Fernández, Rosana Montes-Soldado, Ana M. Sánchez, Francisco Herrera.
    Improving the OVO performance in Fuzzy Rule-Based Classification Systems by the genetic learning of the granularity level.
    2015 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2015, Istanbul, Turkey, August 2-5, 2015 2015 (0) 2015
    Conference paper
    Ramón Alcarria, Emilio Serrano, Jorge J. Gómez-Sanz, Alberto Fernández.
    An Integrated Framework for Enabling End-User Configuration of AmI Simulations for Open Wide Locations.
    Ubiquitous Computing and Ambient Intelligence. Sensing, Processing, and Using Environmental Information - 9th International Conference, UCAmI 2015, Puerto Varas, Chile, December 1-4, 2015, Proceedings 2015 (0) 2015
    Conference paper
    Pedro Villar, Alberto Fernández, Francisco Herrera.
    On the Combination of Pairwise and Granularity Learning for Improving Fuzzy Rule-Based Classification Systems: GL-FARCHD-OVO.
    Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, Wroclaw, Poland, 25-27 May 2015 2016 (0) 2015
    Conference paper
    Mikel Galar, Alberto Fernández, Edurne Barrenechea Tartas, Humberto Bustince, Francisco Herrera.
    New Ordering-Based Pruning Metrics for Ensembles of Classifiers in Imbalanced Datasets.
    Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, Wroclaw, Poland, 25-27 May 2015 2016 (0) 2015
    Conference paper
    Holger Billhardt, Alberto Fernández, Marin Lujak, Sascha Ossowski, Vicente Julián, Juan Francisco de Paz, Josefa Z. Hernández.
    Towards Smart Open Dynamic Fleets.
    Multi-Agent Systems and Agreement Technologies - 13th European Conference, EUMAS 2015, and Third International Conference, AT 2015, Athens, Greece, December 17-18, 2015, Revised Selected Papers 2016 (0) 2015
    Journal article
    Victoria López, Alberto Fernández, Francisco Herrera.
    On the importance of the validation technique for classification with imbalanced datasets: Addressing covariate shift when data is skewed.
    Inf. Sci. 2014, Volume 257 (0) 2014
    Conference paper
    Sergio Gómez, Alberto Fernández, Clara Granell, Alexandre Arenas.
    Structural patterns in complex systems using multidendrograms.
    CoRR 2014, Volume 0 (0) 2014
    Journal article
    Mikel Galar, Alberto Fernández, Edurne Barrenechea Tartas, Francisco Herrera.
    Empowering difficult classes with a similarity-based aggregation in multi-class classification problems.
    Inf. Sci. 2014, Volume 264 (0) 2014
    Conference paper
    Holger Billhardt, Vicente Julián, Juan M. Corchado, Alberto Fernández.
    An Architecture Proposal for Human-Agent Societies.
    Highlights of Practical Applications of Heterogeneous Multi-Agent Systems. The PAAMS Collection - PAAMS 2014 International Workshops, Salamanca, Spain, June 4-6, 2014. Proceedings 2014 (0) 2014
    Journal article
    Alberto Fernández, Daniel Peralta, José Manuel Benítez, Francisco Herrera.
    E-learning and educational data mining in cloud computing: an overview.
    IJLT 2014, Volume 9 (0) 2014
    Conference paper
    Holger Billhardt, Alberto Fernández, Lissette Lemus, Marin Lujak, Nardine Osman, Sascha Ossowski, Carles Sierra.
    Dynamic Coordination in Fleet Management Systems: Toward Smart Cyber Fleets.
    IEEE Intelligent Systems 2014, Volume 29 (0) 2014
    Conference paper
    Mikel Galar, Edurne Barrenechea Tartas, Alberto Fernández, Francisco Herrera.
    Enhancing difficult classes in one-vs-one classifier fusion strategy using restricted equivalence functions.
    17th International Conference on Information Fusion, FUSION 2014, Salamanca, Spain, July 7-10, 2014 2014 (0) 2014
    Journal article
    Holger Billhardt, Marin Lujak, Vicente Sánchez-Brunete, Alberto Fernández, Sascha Ossowski.
    Dynamic coordination of ambulances for emergency medical assistance services.
    Knowl.-Based Syst. 2014, Volume 70 (0) 2014
    Conference paper
    José Javier Durán, Alberto Fernández, Sara Rodríguez, Vicente Julián, Holger Billhardt.
    Easy Development and Use of Dialogue Services.
    Ambient Intelligence - Software and Applications - 5th International Symposium on Ambient Intelligence, ISAmI 2014, Salamanca, Spain, June 4-6, 2014 2014 (0) 2014
    Conference paper
    Alberto Fernández, Sara del Río, Victoria López, Abdullah Bawakid, María José del Jesús, José Manuel Benítez, Francisco Herrera.
    Big Data with Cloud Computing: an insight on the computing environment, MapReduce, and programming frameworks.
    Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery 2014, Volume 4 (0) 2014
    Conference paper
    André Bideaux, Panagiota Anastasopoulou, Stefan Hey, Adrian Cañadas, Alberto Fernández.
    Mobile monitoring of epileptic patients using a reconfigurable cyberphysical system that handles multi-parametric data acquisition and analysis.
    4th International Conference on Wireless Mobile Communication and Healthcare: "Transforming healthcare through innovations in mobile and wireless technologies", MOBIHEALTH 2014, Athens, Greece, November 3-5, 2014 2014 (0) 2014
    Conference paper
    Elena del Val Noguera, Miguel Rebollo, Matteo Vasirani, Alberto Fernández.
    Utility-Based Mechanism for Structural Self-Organization in Service-Oriented MAS.
    TAAS 2014, Volume 9 (0) 2014
    Journal article
    Victoria López, Alberto Fernández, María José del Jesús, Francisco Herrera.
    A hierarchical genetic fuzzy system based on genetic programming for addressing classification with highly imbalanced and borderline data-sets.
    Knowl.-Based Syst. 2013, Volume 38 (0) 2013
    Journal article
    Alberto Fernández, Victoria López, Mikel Galar, María José del Jesús, Francisco Herrera.
    Analysing the classification of imbalanced data-sets with multiple classes: Binarization techniques and ad-hoc approaches.
    Knowl.-Based Syst. 2013, Volume 42 (0) 2013
    Conference paper
    Esther Mondragón, Eduardo Alonso, Alberto Fernández, Jonathan Gray.
    An extension of the Rescorla and Wagner Simulator for context conditioning.
    Computer Methods and Programs in Biomedicine 2013, Volume 110 (0) 2013
    Conference paper
    Mikel Galar, Alberto Fernández, Edurne Barrenechea Tartas, Francisco Herrera.
    EUSBoost: Enhancing ensembles for highly imbalanced data-sets by evolutionary undersampling.
    Pattern Recognition 2013, Volume 46 (0) 2013
    Conference paper
    Mikel Galar, Alberto Fernández, Edurne Barrenechea Tartas, Humberto Bustince, Francisco Herrera.
    Dynamic classifier selection for One-vs-One strategy: Avoiding non-competent classifiers.
    Pattern Recognition 2013, Volume 46 (0) 2013
    Journal article
    Mario Martínez-Zarzuela, Carlos Gómez, Francisco Javier Díaz Pernas, Alberto Fernández, Roberto Hornero.
    Cross-Approximate Entropy parallel computation on GPUs for biomedical signal analysis. Application to MEG recordings.
    Computer Methods and Programs in Biomedicine 2013, Volume 112 (0) 2013
    Journal article
    Victoria López, Alberto Fernández, Salvador García, Vasile Palade, Francisco Herrera.
    An insight into classification with imbalanced data: Empirical results and current trends on using data intrinsic characteristics.
    Inf. Sci. 2013, Volume 250 (0) 2013
    Conference paper
    José Antonio Sanz, Alberto Fernández, Humberto Bustince, Francisco Herrera.
    IVTURS: A Linguistic Fuzzy Rule-Based Classification System Based On a New Interval-Valued Fuzzy Reasoning Method With Tuning and Rule Selection.
    IEEE T. Fuzzy Systems 2013, Volume 21 (0) 2013
    Conference paper
    Victoria López, Alberto Fernández, Francisco Herrera.
    Addressing covariate shift for Genetic Fuzzy Systems classifiers: A case of study with FARC-HD for imbalanced datasets.
    FUZZ-IEEE 2013, IEEE International Conference on Fuzzy Systems, Hyderabad, India, 7-10 July, 2013, Proceedings. 2013 (0) 2013
    Conference paper
    Sergio Gómez, Alberto Fernández, Clara Granell, Alexandre Arenas.
    Structural Patterns in Complex Systems Using Multidendrograms.
    Entropy 2013, Volume 15 (0) 2013
    Journal article
    Alberto Fernández, Zijie Cong, Analay Baltá.
    Bridging the gap between service description models in service matchmaking.
    Multiagent and Grid Systems 2012, Volume 8 (0) 2012
    Book chapter
    Alberto Fernández, Francisco Herrera.
    Linguistic Fuzzy Rules in Data Mining: Follow-Up Mamdani Fuzzy Modeling Principle.
    Combining Experimentation and Theory - A Hommage to Abe Mamdani 2012, Volume 271 (0) 2012
    Conference paper
    Victoria López, Alberto Fernández, Jose G. Moreno-Torres, Francisco Herrera.
    Analysis of preprocessing vs. cost-sensitive learning for imbalanced classification. Open problems on intrinsic data characteristics.
    Expert Syst. Appl. 2012, Volume 39 (0) 2012
    Conference paper
    Victoria López, Alberto Fernández, María José del Jesús, Francisco Herrera.
    Cost Sensitive and Preprocessing for Classification with Imbalanced Data-sets: Similar Behaviour and Potential Hybridizations.
    ICPRAM 2012 - Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods, Volume 2, Vilamoura, Algarve, Portugal, 6-8 February, 2012 2012 (0) 2012
    Conference paper
    Pedro Villar, Alberto Fernández, Ramón Alberto Carrasco, Francisco Herrera.
    Feature Selection and Granularity Learning in Genetic Fuzzy Rule-Based Classification Systems for Highly Imbalanced Data-Sets.
    International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 2012, Volume 20 (0) 2012
    Conference paper
    Mikel Galar, Alberto Fernández, Edurne Barrenechea Tartas, Humberto Bustince, Francisco Herrera.
    A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches.
    IEEE Transactions on Systems, Man, and Cybernetics, Part C 2012, Volume 42 (0) 2012
    Journal article
    Eduardo Alonso, Esther Mondragón, Alberto Fernández.
    A Java simulator of Rescorla and Wagner's prediction error model and configural cue extensions.
    Computer Methods and Programs in Biomedicine 2012, Volume 108 (0) 2012
    Conference paper
    Sergio Gómez, Alberto Fernández, Justo Montiel, David Torres.
    MultiDendrograms: Variable-Group Agglomerative Hierarchical Clustering
    CoRR 2012, Volume 0 (0) 2012
    Conference paper
    Jesús Poza, Carlos Gómez, María García, Alberto Fernández, Roberto Hornero.
    Analysis of Spontaneous MEG Activity in Mild Cognitive Impairment using the Wavelet Turbulence.
    IJCCI 2012 - Proceedings of the 4th International Joint Conference on Computational Intelligence, Barcelona, Spain, 5 - 7 October, 2012 2012 (0) 2012
    Conference paper
    Jürgen Dunkel, Alberto Fernández, Rubén Ortiz, Sascha Ossowski.
    Event-driven architecture for decision support in traffic management systems.
    Expert Syst. Appl. 2011, Volume 38 (0) 2011
    Conference paper
    Mikel Galar, Alberto Fernández, Edurne Barrenechea Tartas, Humberto Bustince, Francisco Herrera.
    An overview of ensemble methods for binary classifiers in multi-class problems: Experimental study on one-vs-one and one-vs-all schemes.
    Pattern Recognition 2011, Volume 44 (0) 2011
    Conference paper
    Alberto Fernández, Salvador García, Francisco Herrera.
    Addressing the Classification with Imbalanced Data: Open Problems and New Challenges on Class Distribution.
    Hybrid Artificial Intelligent Systems - 6th International Conference, HAIS 2011, Wroclaw, Poland, May 23-25, 2011, Proceedings, Part I 2011 (0) 2011
    Journal article
    Jesús Alcalá-Fdez, Alberto Fernández, Julián Luengo, Joaquín Derrac, Salvador García.
    KEEL Data-Mining Software Tool: Data Set Repository, Integration of Algorithms and Experimental Analysis Framework.
    Multiple-Valued Logic and Soft Computing 2011, Volume 17 (0) 2011
    Conference paper
    Alberto Fernández, Sascha Ossowski.
    A Multiagent Approach to the Dynamic Enactment of Semantic Transportation Services.
    IEEE Transactions on Intelligent Transportation Systems 2011, Volume 12 (0) 2011
    Conference paper
    Holger Billhardt, Roberto Centeno, Carlos E. Cuesta, Alberto Fernández, Ramón Hermoso, Rubén Ortiz, Sascha Ossowski, J. Santiago Pérez-Sotelo, Matteo Vasirani.
    Organisational structures in next-generation distributed systems: Towards a technology of agreement.
    Multiagent and Grid Systems 2011, Volume 7 (0) 2011
    Conference paper
    José Antonio Sanz, Humberto Bustince, Alberto Fernández, Francisco Herrera.
    On the cooperation of interval-valued fuzzy sets and genetic tuning to improve the performance of fuzzy decision trees.
    FUZZ-IEEE 2011, IEEE International Conference on Fuzzy Systems, Taipei, Taiwan, 27-30 June, 2011, Proceedings 2011 (0) 2011
    Conference paper
    Pedro Villar, Alberto Fernández, Francisco Herrera.
    Studying the behavior of a multiobjective genetic algorithm to design fuzzy rule-based classification systems for imbalanced data-sets.
    FUZZ-IEEE 2011, IEEE International Conference on Fuzzy Systems, Taipei, Taiwan, 27-30 June, 2011, Proceedings 2011 (0) 2011
    Conference paper
    Julián Luengo, Alberto Fernández, Salvador García, Francisco Herrera.
    Addressing data complexity for imbalanced data sets: analysis of SMOTE-based oversampling and evolutionary undersampling.
    Soft Comput. 2011, Volume 15 (0) 2011
    Conference paper
    Alberto Fernández, Marcos Ríos-Lago, Daniel E. Abásolo, Roberto Hornero, Juan Alvarez-Linera, Nuria Paul, Fernando Maestú, Tomás Ortiz.
    The correlation between white-matter microstructure and the complexity of spontaneous brain activity: A difussion tensor imaging-MEG study.
    NeuroImage 2011, Volume 57 (0) 2011
    Conference paper
    José Antonio Sanz, Miguel Pagola, Humberto Bustince, Antonio Brugos, Alberto Fernández, Francisco Herrera.
    A case study on medical diagnosis of cardiovascular diseases using a Genetic Algorithm for Tuning Fuzzy Rule-Based Classification Systems with Interval-Valued Fuzzy Sets.
    2011 IEEE Symposium on Advances in Type-2 Fuzzy Logic Systems, T2FUZZ 2011, Paris, France, April 12-13, 2011 2011 (0) 2011
    Conference paper
    Alberto Fernández, María José del Jesús, Francisco Herrera.
    Multi-class Imbalanced Data-Sets with Linguistic Fuzzy Rule Based Classification Systems Based on Pairwise Learning.
    Computational Intelligence for Knowledge-Based Systems Design, 13th International Conference on Information Processing and Management of Uncertainty, IPMU 2010, Dortmund, Germany, June 28 - July 2, 2010. Proceedings 2010 (0) 2010
    Conference paper
    Pedro Villar, Alberto Fernández, Francisco Herrera.
    A Genetic Algorithm for Feature Selection and Granularity Learning in Fuzzy Rule-Based Classification Systems for Highly Imbalanced Data-Sets.
    Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods - 13th International Conference, IPMU 2010, Dortmund, Germany, June 28 - July 2, 2010. Proceedings, Part I 2010 (0) 2010
    Conference paper
    M. Dolores Pérez-Godoy, Alberto Fernández, Antonio Jesús Rivera Rivas, María José del Jesús.
    Analysis of an evolutionary RBFN design algorithm, CO
    Pattern Recognition Letters 2010, Volume 31 (0) 2010
    Conference paper
    José Antonio Sanz, Alberto Fernández, Humberto Bustince, Francisco Herrera.
    Improving the performance of fuzzy rule-based classification systems with interval-valued fuzzy sets and genetic amplitude tuning.
    Inf. Sci. 2010, Volume 180 (0) 2010
    Conference paper
    Alberto Fernández, María Calderón, Edurne Barrenechea Tartas, Humberto Bustince, Francisco Herrera.
    Solving multi-class problems with linguistic fuzzy rule based classification systems based on pairwise learning and preference relations.
    Fuzzy Sets and Systems 2010, Volume 161 (0) 2010
    Conference paper
    Victoria Lopez, Alberto Fernández, Francisco Herrera.
    A first approach for cost-sensitive classification with linguistic Genetic Fuzzy Systems in imbalanced data-sets.
    10th International Conference on Intelligent Systems Design and Applications, ISDA 2010, November 29 - December 1, 2010, Cairo, Egypt 2010 (0) 2010
    Conference paper
    José Antonio Sanz, Alberto Fernández, Humberto Bustince, Francisco Herrera.
    A genetic algorithm for tuning fuzzy rule-based classification systems with Interval-Valued Fuzzy Sets.
    FUZZ-IEEE 2010, IEEE International Conference on Fuzzy Systems, Barcelona, Spain, 18-23 July, 2010, Proceedings 2010 (0) 2010
    Conference paper
    Alberto Fernández, María José del Jesús, Francisco Herrera.
    Analysing the Hierarchical Fuzzy Rule Based Classification Systems with genetic rule selection.
    4th IEEE International Workshop on Genetic and Evolutionary Fuzzy Systems, GEFS 2010, Mieres, Spain, March 17-19, 2010 2010 (0) 2010
    Conference paper
    Salvador García, Alberto Fernández, Julián Luengo, Francisco Herrera.
    Advanced nonparametric tests for multiple comparisons in the design of experiments in computational intelligence and data mining: Experimental analysis of power.
    Inf. Sci. 2010, Volume 180 (0) 2010
    Conference paper
    Alberto Fernández, María José del Jesús, Francisco Herrera.
    On the 2-tuples based genetic tuning performance for fuzzy rule based classification systems in imbalanced data-sets.
    Inf. Sci. 2010, Volume 180 (0) 2010
    Conference paper
    Pedro Villar, Alberto Fernández, Francisco Herrera.
    A genetic learning of the fuzzy rule-based classification system granularity for highly imbalanced data-sets.
    FUZZ-IEEE 2009, IEEE International Conference on Fuzzy Systems, Jeju Island, Korea, 20-24 August 2009, Proceedings 2009 (0) 2009
    Journal article
    Carlos Gómez, Cornelis J. Stam, Roberto Hornero, Alberto Fernández, Fernando Maestú.
    Disturbed Beta Band Functional Connectivity in Patients With Mild Cognitive Impairment: An MEG Study.
    IEEE Trans. Biomed. Engineering 2009, Volume 56 (0) 2009
    Conference paper
    Jürgen Dunkel, Alberto Fernández, Rubén Ortiz, Sascha Ossowski.
    Injecting Semantics into Event-driven Architectures.
    ICEIS 2009 - Proceedings of the 11th International Conference on Enterprise Information Systems, Volume DISI, Milan, Italy, May 6-10, 2009 2009 (0) 2009
    Conference paper
    Alberto Fernández, Julián Luengo, Joaquín Derrac, Jesús Alcalá-Fdez, Francisco Herrera.
    Implementation and Integration of Algorithms into the KEEL Data-Mining Software Tool.
    Intelligent Data Engineering and Automated Learning - IDEAL 2009, 10th International Conference, Burgos, Spain, September 23-26, 2009. Proceedings 2009 (0) 2009
    Conference paper
    M. Dolores Pérez-Godoy, Antonio Jesús Rivera Rivas, Alberto Fernández, María José del Jesús, Francisco Herrera.
    A Preliminar Analysis of CO2RBFN in Imbalanced Problems.
    Bio-Inspired Systems: Computational and Ambient Intelligence, 10th International Work-Conference on Artificial Neural Networks, IWANN 2009, Salamanca, Spain, June 10-12, 2009. Proceedings, Part I 2009 (0) 2009
    Conference paper
    Roberto Centeno, Moser Silva Fagundes, Holger Billhardt, Sascha Ossowski, Juan M. Corchado, Vicente Julián, Alberto Fernández.
    An Organisation-Based Multiagent System for Medical Emergency Assistance.
    Bio-Inspired Systems: Computational and Ambient Intelligence, 10th International Work-Conference on Artificial Neural Networks, IWANN 2009, Salamanca, Spain, June 10-12, 2009. Proceedings, Part I 2009 (0) 2009
    Conference paper
    Sara Rodríguez, Alberto Fernández, Vicente Julián, Juan M. Corchado, Sascha Ossowski, Vicent J. Botti.
    THOMAS-MALL: A Multiagent System for Shopping and Guidance in Malls.
    Bio-Inspired Systems: Computational and Ambient Intelligence, 10th International Work-Conference on Artificial Neural Networks, IWANN 2009, Salamanca, Spain, June 10-12, 2009. Proceedings, Part I 2009 (0) 2009
    Conference paper
    Miguel Rebollo, Adriana Giret, Estefania Argente, Carlos Carrascosa, Juan M. Corchado, Alberto Fernández, Vicente Julián.
    On the Road to an Abstract Architecture for Open Virtual Organizations.
    Bio-Inspired Systems: Computational and Ambient Intelligence, 10th International Work-Conference on Artificial Neural Networks, IWANN 2009, Salamanca, Spain, June 10-12, 2009. Proceedings, Part I 2009 (0) 2009
    Conference paper
    Alberto Fernández, María José del Jesús, Francisco Herrera.
    Improving the Performance of Fuzzy Rule Based Classification Systems for Highly Imbalanced Data-Sets Using an Evolutionary Adaptive Inference System.
    Bio-Inspired Systems: Computational and Ambient Intelligence, 10th International Work-Conference on Artificial Neural Networks, IWANN 2009, Salamanca, Spain, June 10-12, 2009. Proceedings, Part I 2009 (0) 2009
    Conference paper
    Alberto Fernández, Francisco José Berlanga, María José del Jesús, Francisco Herrera.
    Genetic Cooperative-Competitive Fuzzy Rule Based Learning Method using Genetic Programming for Highly Imbalanced Data-Sets.
    Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, Lisbon, Portugal, July 20-24, 2009 2009 (0) 2009
    Conference paper
    Josean Sanz, Alberto Fernández, Humberto Bustince, Francisco Herrera.
    A First Study on the Use of Interval-Valued Fuzzy Sets with Genetic Tuning for Classification with Imbalanced Data-Sets.
    Hybrid Artificial Intelligence Systems, 4th International Conference, HAIS 2009, Salamanca, Spain, June 10-12, 2009. Proceedings 2009 (0) 2009
    Conference paper
    Salvador García, Alberto Fernández, Francisco Herrera.
    Enhancing the effectiveness and interpretability of decision tree and rule induction classifiers with evolutionary training set selection over imbalanced problems.
    Appl. Soft Comput. 2009, Volume 9 (0) 2009
    Conference paper
    Alberto Fernández, María José del Jesús, Francisco Herrera.
    On the influence of an adaptive inference system in fuzzy rule based classification systems for imbalanced data-sets.
    Expert Syst. Appl. 2009, Volume 36 (0) 2009
    Conference paper
    Alberto Fernández, María José del Jesús, Francisco Herrera.
    Hierarchical fuzzy rule based classification systems with genetic rule selection for imbalanced data-sets.
    Int. J. Approx. Reasoning 2009, Volume 50 (0) 2009
    Conference paper
    Salvador García, Alberto Fernández, Julián Luengo, Francisco Herrera.
    A study of statistical techniques and performance measures for genetics-based machine learning: accuracy and interpretability.
    Soft Comput. 2009, Volume 13 (0) 2009
    Conference paper
    Julián Luengo, Alberto Fernández, Salvador García, Francisco Herrera.
    Addressing Data-Complexity for Imbalanced Data-Sets: A Preliminary Study on the Use of Preprocessing for C4.5.
    Ninth International Conference on Intelligent Systems Design and Applications, ISDA 2009, Pisa, Italy , November 30-December 2, 2009 2009 (0) 2009
    Journal article
    Roberto Hornero, Javier Escudero, Alberto Fernández, Jesús Poza, Carlos Gómez.
    Spectral and Nonlinear Analyses of MEG Background Activity in Patients With Alzheimer's Disease.
    IEEE Trans. Biomed. Engineering 2008, Volume 55 (0) 2008
    Conference paper
    Jesús Alcalá-Fdez, Salvador García, Francisco José Berlanga, Alberto Fernández, Luciano Sánchez, María José del Jesús, Francisco Herrera.
    KEEL: A data mining software tool integrating genetic fuzzy systems.
    3rd International Workshop on Genetic and Evolving Systems, GEFS 2008, Witten-Bommerholz, Germany, March 4-7, 2008 2008 (0) 2008
    Conference paper
    Alberto Fernández, Sascha Ossowski.
    Exploiting organisational information for service coordination in multiagent systems.
    7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), Estoril, Portugal, May 12-16, 2008, Volume 1 2008 (0) 2008
    Conference paper
    Holger Billhardt, Roberto Centeno, Alberto Fernández, Ramón Hermoso, Rubén Ortiz, Sascha Ossowski, Matteo Vasirani.
    On the Relevance of Organizational Structures for a Technology of Agreement.
    On the Move to Meaningful Internet Systems: OTM 2008 Workshops, OTM Confederated International Workshops and Posters, ADI, AWeSoMe, COMBEK, EI2N, IWSSA, MONET, OnToContent + QSI, ORM, PerSys, RDDS, SEMELS, and SWWS 2008, Monterrey, Mexico, November 9-14, 2008 (0) 2008
    Conference paper
    Alberto Fernández, Conor Hayes, Nikos Loutas, Vassilios Peristeras, Axel Polleres, Konstantinos A. Tarabanis.
    Closing the Service Discovery Gap by Collaborative Tagging and Clustering Techniques.
    Proceedings of the Second International Workshop on Service Matchmaking and Resource Retrieval in the Semantic Web, Karlsruhe, Germany, October 27, 2008 2008 (0) 2008
    Conference paper
    Javier Escudero, Roberto Hornero, Jesús Poza, Daniel E. Abásolo, Alberto Fernández.
    Assessment of classification improvement in patients with Alzheimer's disease based on magnetoencephalogram blind source separation.
    Artificial Intelligence in Medicine 2008, Volume 43 (0) 2008
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