| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Sergio Gomez, Alberto Fernandez, Justo Montiel, David Torres |
MultiDendrograms: Variable-Group Agglomerative Hierarchical Clustering |
CoRR |
2012 |
DBLP BibTeX RDF |
|
| 1 | Alberto Fernández, Zijie Cong, Analay Baltá |
Bridging the gap between service description models in service matchmaking. |
Multiagent and Grid Systems |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP BibTeX RDF |
|
| 1 | Alberto Fernández, Sascha Ossowski |
A Multiagent Approach to the Dynamic Enactment of Semantic Transportation Services. |
IEEE Transactions on Intelligent Transportation Systems |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Jürgen Dunkel, Alberto Fernández, Rubén Ortiz, Sascha Ossowski |
Event-driven architecture for decision support in traffic management systems. |
Expert Syst. Appl. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP BibTeX RDF |
|
| 1 | Josean Sanz, Alberto Fernández, Humberto Bustince Sola, Francisco Herrera |
A genetic tuning to improve the performance of Fuzzy Rule-Based Classification Systems with Interval-Valued Fuzzy Sets: Degree of ignorance and lateral position. |
Int. J. Approx. Reasoning |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Mikel Galar, Alberto Fernández, Edurne Barrenechea Tartas, Humberto Bustince Sola, 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Alberto Fernández, Salvador García, Francisco Herrera |
Addressing the Classification with Imbalanced Data: Open Problems and New Challenges on Class Distribution. |
HAIS |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | José Antonio Sanz, Humberto Bustince Sola, 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 |
DBLP DOI BibTeX RDF |
|
| 1 | José Antonio Sanz, Alberto Fernández, Humberto Bustince Sola, Francisco Herrera |
Improving the performance of fuzzy rule-based classification systems with interval-valued fuzzy sets and genetic amplitude tuning. |
Inf. Sci. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Alberto Fernández, Salvador García, Julián Luengo, Ester Bernadó-Mansilla, Francisco Herrera |
Genetics-Based Machine Learning for Rule Induction: State of the Art, Taxonomy, and Comparative Study. |
IEEE Trans. Evolutionary Computation |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Alberto Fernández, María Calderón, Edurne Barrenechea Tartas, Humberto Bustince Sola, 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 |
DBLP DOI BibTeX RDF |
|
| 1 | M. Dolores Pérez-Godoy, Alberto Fernández, Antonio Jesús Rivera Rivas, María José del Jesús |
Analysis of an evolutionary RBFN design algorithm, CO2RBFN, for imbalanced data sets. |
Pattern Recognition Letters |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Victoria López, Alberto Fernández, Francisco Herrera |
A first approach for cost-sensitive classification with linguistic Genetic Fuzzy Systems in imbalanced data-sets. |
ISDA |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | José Antonio Sanz, Alberto Fernández, Humberto Bustince Sola, Francisco Herrera |
A genetic algorithm for tuning fuzzy rule-based classification systems with Interval-Valued Fuzzy Sets. |
FUZZ-IEEE |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
IPMU |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Alberto Fernández, María José del Jesús, Francisco Herrera |
Multi-class Imbalanced Data-Sets with Linguistic Fuzzy Rule Based Classification Systems Based on Pairwise Learning. |
IPMU |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
Non-parametric tests, Cohen’s kappa, Genetic algorithms, Classification, Interpretability, Statistical tests, Genetics-based machine learning |
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Jürgen Dunkel, Alberto Fernández, Rubén Ortiz, Sascha Ossowski |
Injecting Semantics into Event-driven Architectures. |
ICEIS |
2009 |
DBLP BibTeX RDF |
|
| 1 | Josean Sanz, Alberto Fernández, Humberto Bustince Sola, Francisco Herrera |
A First Study on the Use of Interval-Valued Fuzzy Sets with Genetic Tuning for Classification with Imbalanced Data-Sets. |
HAIS |
2009 |
DBLP DOI BibTeX RDF |
Genetic Algorithms, Tuning, Imbalanced Data-Sets, Interval-valued Fuzzy Sets, Fuzzy Rule-Based Classification Systems |
| 1 | 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. |
ISDA |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Alberto Fernández, Julián Luengo, Joaquín Derrac, Jesús Alcalá-Fdez, Francisco Herrera |
Implementation and Integration of Algorithms into the KEEL Data-Mining Software Tool. |
IDEAL |
2009 |
DBLP DOI BibTeX RDF |
Data Mining, Java, Machine Learning, Evolutionary Algorithms, Knowledge Extraction |
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
IFSA/EUSFLAT Conf. |
2009 |
DBLP BibTeX RDF |
|
| 1 | 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. |
IWANN |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
IWANN |
2009 |
DBLP DOI BibTeX RDF |
Parametric Conjunction Operators, Imbalanced Data-Sets, Genetic Fuzzy Systems, Inference System, Fuzzy Rule-Based Classification Systems |
| 1 | Sara Rodríguez, Alberto Fernández, Vicente Julián, Juan M. Corchado, Sascha Ossowski, Vicente J. Botti |
THOMAS-MALL: A Multiagent System for Shopping and Guidance in Malls. |
IWANN |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | M. Dolores Pérez-Godoy, Antonio Jesús Rivera Rivas, Alberto Fernández, María José del Jesús, Francisco Herrera |
A Preliminar Analysis of CO2RBFN in Imbalanced Problems. |
IWANN |
2009 |
DBLP DOI BibTeX RDF |
Genetic Algorithms, Neural Networks, Radial Basis Functions, Imbalanced Data-Sets |
| 1 | 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. |
IWANN |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Alberto Fernández, Sergio Gómez |
Solving Non-Uniqueness in Agglomerative Hierarchical Clustering Using Multidendrograms. |
J. Classification |
2008 |
DBLP DOI BibTeX RDF |
Agglomerative methods, Lance and Williams’ formula, Ties in proximity, Cluster analysis, Hierarchical classification |
| 1 | Alberto Fernández, Salvador García, María José del Jesús, Francisco Herrera |
A study of the behaviour of linguistic fuzzy rule based classification systems in the framework of imbalanced data-sets. |
Fuzzy Sets and Systems |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Jesús Poza, Roberto Hornero, Daniel E. Abásolo, Alberto Fernández, Agustín Mayo |
Evaluation of spectral ratio measures from spontaneous MEG recordings in patients with Alzheimer's disease. |
Computer Methods and Programs in Biomedicine |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
OTM Workshops |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Alberto Fernández, María José del Jesús, Francisco Herrera |
A Short Study on the Use of Genetic 2-Tuples Tuning for Fuzzy Rule Based Classification Systems in Imbalanced Data-Sets. |
HIS |
2008 |
DBLP DOI BibTeX RDF |
Linguistic 2-Tuples Representation, Genetic Algorithms, Tuning, Imbalanced Data-Sets, Genetic Fuzzy Systems, Fuzzy Rule-Based Classification Systems |
| 1 | Alberto Fernández, Sascha Ossowski |
Exploiting organisational information for service coordination in multiagent systems. |
AAMAS |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Alberto Fernández, Conor Hayes, Nikos Loutas, Vassilios Peristeras, Axel Polleres, Konstantinos A. Tarabanis |
Closing the Service Discovery Gap by Collaborative Tagging and Clustering Techniques. |
SMRR |
2008 |
DBLP BibTeX RDF |
|
| 1 | Alberto Fernández, Sergio Gómez |
Portfolio selection using neural networks. |
Computers & OR |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Alex Arenas, Alberto Fernández, Sergio Gómez |
Multiple resolution of the modular structure of complex networks |
CoRR |
2007 |
DBLP BibTeX RDF |
|
| 1 | Carlos Gómez, Roberto Hornero, Daniel E. Abásolo, Alberto Fernández, Javier Escudero |
Analysis of the magnetoencephalogram background activity in Alzheimer's disease patients with auto-mutual information. |
Computer Methods and Programs in Biomedicine |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Alberto Fernández, Sascha Ossowski |
Exploiting Organizational Models for Semantic Service Description, .. |
ERCIM News |
2007 |
DBLP BibTeX RDF |
|
| 1 | Alberto Fernández, Salvador García, Francisco Herrera, María José del Jesús |
An Analysis of the Rule Weights and Fuzzy Reasoning Methods for Linguistic Rule Based Classification Systems Applied to Problems with Highly Imbalanced Data Sets. |
WILF |
2007 |
DBLP DOI BibTeX RDF |
rule weight, Fuzzy Reasoning Method, Imbalanced Data-sets, Over-sampling, Fuzzy Rule Based Classification Systems |
| 1 | Alex Arenas, Alberto Fernández, Sergio Gómez |
A Complex Network Approach to the Determination of Functional Groups in the Neural System of C. Elegans. |
BIOWIRE |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Alberto Fernández, Sascha Ossowski |
Filters for semantic service composition in service-oriented multiagent systems. |
AAMAS |
2007 |
DBLP DOI BibTeX RDF |
multiagent systems, service composition, semantic web services |
| 1 | Alberto Fernández, Axel Polleres, Sascha Ossowski |
Towards Fine-grained Service Matchmaking by Using Concept Similarity. |
SMRR |
2007 |
DBLP BibTeX RDF |
|
| 1 | Alberto Fernández, Sascha Ossowski |
Semantic Service Composition in Service-Oriented Multiagent Systems: A Filtering Approach. |
SOCASE |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Alberto Fernández, Matteo Vasirani, César Cáceres, Sascha Ossowski |
A Role-Based Support Mechanism for Service Description and Discovery. |
SOCASE |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Alberto Fernández, Salvador García, María José del Jesús, Francisco Herrera |
A Study on the Use of the Fuzzy Reasoning Method Based on the Winning Rule vs. Voting Procedure for Classification with Imbalanced Data Sets. |
IWANN |
2007 |
DBLP DOI BibTeX RDF |
Fuzzy Reasoning Method, Imbalanced Data-sets, Instance Selection, Over-sampling, Fuzzy Rule Based Classification Systems |
| 1 | Alberto Fernández, Sergio Gómez |
Solving non-uniqueness in agglomerative hierarchical clustering using multidendrograms |
CoRR |
2006 |
DBLP BibTeX RDF |
|
| 1 | César Cáceres, Alberto Fernández, Sascha Ossowski, Matteo Vasirani |
Agent-Based Semantic Service Discovery for Healthcare: An Organizational Approach. |
IEEE Intelligent Systems |
2006 |
DBLP DOI BibTeX RDF |
ontology, Semantic Web, artificial intelligence, multiagent systems, healthcare, intelligent Web services |
| 1 | César Cáceres, Alberto Fernández, Sascha Ossowski, Matteo Vasirani |
The CASCOM Abstract Architecture for Semantic Service Discovery and Coordination in IP2P Environments. |
ICEIS |
2006 |
DBLP BibTeX RDF |
|
| 1 | César Cáceres, Alberto Fernández, Sascha Ossowski, Matteo Vasirani |
An abstract architecture for semantic service coordination in agent-based intelligent peer-to-peer environments. |
SAC |
2006 |
DBLP DOI BibTeX RDF |
mobile computing, intelligent agents, peer-to-peer computing, service coordination |
| 1 | Federico Bergenti, César Cáceres, Alberto Fernández, Nadine Fröhlich, Heikki Helin, Oliver Keller, Ari Kinnunen, Matthias Klusch, Heimo Laamanen, António Lopes, Sascha Ossowski, Heiko Schuldt, Michael Schumacher |
Context-aware Service Coordination for Mobile e-Health Applications. |
ECEH |
2006 |
DBLP BibTeX RDF |
|
| 1 | Salvador García, José Ramón Cano, Alberto Fernández, Francisco Herrera |
A Proposal of Evolutionary Prototype Selection for Class Imbalance Problems. |
IDEAL |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | César Cáceres, Alberto Fernández, Sascha Ossowski, Matteo Vasirani |
An Abstract Architecture for Service Coordination in IP2P Environments. |
Computer Supported Acitivity Coordination |
2006 |
DBLP BibTeX RDF |
|
| 1 | Alberto Fernández, Matteo Vasirani, César Cáceres, Sascha Ossowski |
Role-based Service Description and Discovery. |
EUMAS |
2006 |
DBLP BibTeX RDF |
|
| 1 | Alberto Fernández, Sergio Gómez |
Portfolio selection using neural networks |
CoRR |
2005 |
DBLP BibTeX RDF |
|
| 1 | María-Victoria Belmonte, José-Luis Pérez-de-la-Cruz, Francisco Triguero Ruiz, Alberto Fernández |
Agent coordination for bus fleet management. |
SAC |
2005 |
DBLP DOI BibTeX RDF |
FIPA interaction protocols, multiagent decision support systems, traffic management, agent coordination |
| 1 | Alberto Fernández, Sergio Gómez |
A Hopfield Network for the Portfolio Selection Problem. |
CCIA |
2005 |
DBLP BibTeX RDF |
|
| 1 | Heikki Helin, Matthias Klusch, António Lopes, Alberto Fernández, Michael Schumacher, Heiko Schuldt, Federico Bergenti, Ari Kinnunen |
CASCOM: Context-Aware Service Co-ordination in Mobile P2P Environments. |
MATES |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Sascha Ossowski, Josefa Z. Hernández, María-Victoria Belmonte, José-Manuel Maseda, Alberto Fernández, Ana García-Serrano, Francisco Triguero Ruiz, Juan Manuel Serrano, José-Luis Pérez-de-la-Cruz |
Multi-Agent Systems For Decision Support: A Case Study In The Transportation Management Domain. |
Applied Artificial Intelligence |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Sascha Ossowski, Alberto Fernández, Juan Manuel Serrano, José-Luis Pérez-de-la-Cruz, María-Victoria Belmonte, Josefa Z. Hernández, Ana García-Serrano, José-Manuel Maseda |
Designing Multiagent Decision Support System - The Case of Transportation Management. |
AAMAS |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Juan Manuel Serrano, Sascha Ossowski, Alberto Fernández |
The Pragmatics of Software Agents: Analysis and Design of Agent Communication Languages. |
AgentLink |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Sascha Ossowski, José-Luis Pérez-de-la-Cruz, Josefa Z. Hernández, José-Manuel Maseda, Alberto Fernández, María-Victoria Belmonte, Ana García-Serrano, Juan Manuel Serrano, Rafael León, Francesco Carbone |
Towards a Generic Multiagent Model for Decision Support: Two Case Studies. |
CAEPIA |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Sascha Ossowski, Josefa Z. Hernández, Carlos Angel Iglesias, Alberto Fernández |
Engineering Agent Systems for Decision Support. |
ESAW |
2002 |
DBLP DOI BibTeX RDF |
|
![[Valid RSS]](Pics/valid-rss.png "Validate my RSS feed")