Publications
A fast genetic method for inducting linguistically understandable fuzzy models,
, Proceedings Joint 9th IFSA World Congress and 20th NAFIPS International Conference (Cat. No. 01TH8569), July, Volume 3, p.1559-1563 vol.3, (2001)
A first study on bagging fuzzy rule-based classification systems with multicriteria genetic selection of the component classifiers,
, 2008 3rd International Workshop on Genetic and Evolving Systems, March, p.11-16, (2008)
A Multiobjective Genetic Fuzzy System with Imprecise Probability Fitness for Vague Data,
, 2006 International Symposium on Evolving Fuzzy Systems, Sep., p.131-136, (2006)
A software tool to efficiently manage the energy consumption of HPC clusters,
, 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Aug, p.1-8, (2015)
Battery diagnosis for electrical vehicles through semi-physical fuzzy models,
, 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), July, p.416-423, (2016)
CI-LQD: A software tool for modeling and decision making with Low Quality Data,
, 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), July, p.1-8, (2013)
Engine Health Monitoring for engine fleets using fuzzy radviz,
, 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), July, p.1-8, (2013)
Introducing a genetic fuzzy linguistic combination method for bagging fuzzy rule-based multiclassification systems,
, 2010 4th International Workshop on Genetic and Evolutionary Fuzzy Systems (GEFS), March, p.75-80, (2010)
KEEL: A Data Mining Software Tool Integrating Genetic Fuzzy Systems,
, 3rd International Workshop on Genetic and Evolving Fuzzy Systems (GEFS), WittenBommerholz (Germany), p.83-88, (2008)
Knowledge Extraction from Fuzzy Data for Estimating Consumer Behavior Models,
, 2006 IEEE International Conference on Fuzzy Systems, July, p.164-170, (2006)
Learning Fuzzy Linguistic Models from Low Quality Data by Genetic Algorithms,
, 2007 IEEE International Fuzzy Systems Conference, July, p.1-6, (2007)
Mining association rules in R using the package RKEEL,
, 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), July, p.1-6, (2017)
Modeling Vague Data with Genetic Fuzzy Systems under a Combination of Crisp and Imprecise Criteria,
, 2007 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, April, p.30-37, (2007)
On the Use of Bagging, Mutual Information-Based Feature Selection and Multicriteria Genetic Algorithms to Design Fuzzy Rule-Based Classification Ensembles,
, 2008 Eighth International Conference on Hybrid Intelligent Systems, Sep., p.549-554, (2008)
Preprocessing vague imbalanced datasets and its use in genetic fuzzy classifiers,
, International Conference on Fuzzy Systems, July, p.1-8, (2010)
Some Results about Mutual Information-based Feature Selection and Fuzzy Discretization of Vague Data,
, 2007 IEEE International Fuzzy Systems Conference, July, p.1-6, (2007)
Using the Adaboost algorithm for extracting fuzzy rules from low quality data: Some preliminary results,
, 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011), June, p.1263-1270, (2011)
Advocating the Use of Imprecisely Observed Data in Genetic Fuzzy Systems,
, IEEE Transactions on Fuzzy Systems, Aug, Volume 15, Number 4, p.551-562, (2007)
Induction of Fuzzy Rule Based Classifiers with Evolutionary Boosting Algorithms,
, IEEE Transactions on Fuzzy Systems, Volume 12, Number 3, p.296-308, (2004)
Interval-valued GA-P algorithms,
, IEEE Transactions on Evolutionary Computation, April, Volume 4, Number 1, p.64-72, (2000)
KEEL 3.0: An Open Source Software for Multi-Stage Analysis in Data Mining.,
, International Journal of Computational Intelligence Systems, Volume 10, Number 1, p.1238-1249, (2017)
KEEL: A Software Tool to Assess Evolutionary Algorithms for Data Mining Problems,
, Soft Computing, Volume 13, Number 3, p.307-318, (2009)
KEEL Data-Mining Software Tool: Data Set Repository, Integration of Algorithms and Experimental Analysis Framework,
, Journal of Multiple-Valued Logic and Soft Computing, Volume 17, Number 2-3, p.255-287, (2011)