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Publications Supported by KEEL Project

 In this link are available the publications supported by the three sequential projects TIC2002-04036-C05, TIN2005-08386-C05 and TIN2008-06681-C06





Main  Conference Contributions

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        2012  2011  2010  2009  2008  2007  2006  2005  2004  2003
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2012

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  F.J. Moreno-Velo, A. Barriga, S. Sanchez-Solano, I. Baturone. XFSML: An XML-based Modeling Language for Fuzzy Systems. Accepted in IEEE World Congress on Computational Intelligence (WCCI2012). Brisbane (Australia, 2012)   bib
 
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  J.L. Olmo, J.R. Romero, S. Ventura. Multi-objective Ant Programming for Mining Classification Rules. Proceedings of the 15th European Conference on Genetic Programming (EuroGP). Lecture Notes in Computer Science 7244, Springer Verlag 2012, Malaga (Spain, 2012) 145-156   bib
 
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2011

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  A. Cano, A. Zafra, S. Ventura. An EP algorithm for learning highly interpretable classifiers. International Conference on Intelligent Systems Design and Applications (ISDA). Cordoba (Spain, 2011) 325-330   bib
 
  A. Cano, J.M. Luna, J.L. Olmo, S. Ventura. JCLEC Meets WEKA!. 6th International Conference on Hybrid Artificial Intelligence Systems (HAIS2011). Wroclaw (Poland, 2011) 388-395   Pdf bib
 
  A. Cano, A. Zafra, S. Ventura. A Parallel Genetic Programming Algorithm for Classification. 6th International Conference on Hybrid Artificial Intelligence Systems (HAIS2011). Lecture Notes in Computer Science 6678, Springer-Verlag 2011, Wroclaw (Poland, 2011) 172-181   Pdf bib
 
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  F. Charte, A.J. Rivera, M.J. del Jesus, F. Herrera. Improving Multi-label Classifiers via Label Reduction with Association Rules. Hybrid Artificial Intelligent Systems (HAIS). Lecture Notes in Computer Science 7209, Springer-Verlag 2011, Wroclaw (Poland, 2011) 188-199   Pdf bib
 
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  J.M. Luna, J.R. Romero, S. Ventura. Mining and Representing Rare Association Rules through the Use of Genetic Programming. Proceedings of the 3rd World Congress on Nature and Biologically Inspired Computing, NaBIC 2011 (). Salamanca (Spain, 2011) 86-91   bib
 
  C. Marquez-Vera, C. Romero, S. Ventura. Predicting School Failure Using Data Mining. International Conference on Educational Data Mining (). (, 2011) 271-275   Pdf bib
 
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  J.L. Olmo, J.M. Luna, J.R. Romero, S. Ventura. Association rule mining using a multi-objective grammar-based ant programming algorithm. 11th International Conference on Intelligent Systems Design and Applications (ISDA). Cordoba (Spain, 2011) 971-977   bib
 
  R. Pedraza, C. Romero, S. Ventura. A Java desktop tool for mining Moodle data. A Java desktop tool for mining Moodle data (). Eindhoven (, 2011) 319-320   Pdf bib
 
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  L. Puigpinos, J.R. Villar, J. Sedano, E. Corchado, J. de Ciurana. Steel Sheet Incremental Cold Shaping improvements using Hybridized Genetic Algorithms with Support Vector Machines and Neural Networks. Fifth International Workshop on Nature Inspired Cooperative Strategies for Optimization (NICSO 2011). Lecture Notes in Computer Science 387, Springer 2011, (, 2011) 323-332   Pdf bib
 
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  J.R. Villar, J. Sedano, E. Corchado, L. Puigpinos. Soft Computing Decision Support for a Steel Sheet Incremental Cold Shaping Process. INTERNATIONAL CONFERENCE INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING (IDEAL 2011). Lecture Notes in Computer Science 6936, Springer 2011, (, 2011) 482-489   Pdf bib
 
  J.R. Villar, J. Sedano, E. Corchado, V. Vera, B. Hernando, R. Redondo. Intelligent operating conditions design by means of bio-inspired models. Nature & Biologically Inspired Computing (NABIC 2011). (, 2011) 608-613   bib
 

2010

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  A. Berzosa, J. Sedano, J.R. Villar, E. Corchado, E.A. de la Cal. Integrating Manufacturing Execution and Business Management systems with soft computing. 10th International Conference on Computational and Mathematical Methods in Science and Engineering 2010 (CMMSE 2010). Almeria (Spain, 2010) 0-0   Pdf bib
 
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  S. Cala-Cordero, F. Moreno-Velo. Xfhl: A Tool for the Induction of Hierarchical Fuzzy Systems. 2010 IEEE World Congress on Computational Intelligence (WCCI2010). Barcelona (Spain, 2010) 3315-3320   Pdf bib
 
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  J.M. Luna, J.R. Romero, S. Ventura. G3PARM: A Grammar Guided Genetic Programming Algorithm for Mining Association Rules. Accepted in IEEE Congress on Evolutionary Computation (IEEE CEC). Barcelona (Spain, 2010)   Pdf bib
 
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  J.L. Olmo, J.M. Luna, J.R. Romero, S. Ventura. An Automatic Programming ACO-Based Algorithm for Classification Rule Mining. Eighth International Conference on Practical Applications of Agents and Multiagent Systems (PAAMS 2010). Salamanca (Spain, 2010) 649-656   Pdf bib
 
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  J.L. Olmo, J.R. Romero, S. Ventura. A Grammar Based Ant Programming Algorithm for Mining Classification Rules. Accepted in IEEE World Congress on Evolutionary Computation (IEEE CEC 2010). Barcelona (Spain, 2010)   Pdf bib
 
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  C. Romero, J.R. Romero, J.M. Luna, S. Ventura. Mining Rare Association Rules from e-Learning Data. International Conference on Educational Data Mining (). Pittsburgh (USA, 2010) 171-180   Pdf bib
 
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  R.M. Toscano, J. Aroba, A. Peregrin. A Methodology to Generate Compact and Accurate Fuzzy Knowledge Bases based on Fuzzy Clustering and Evolutionary Selection and Tuning. IEEE World Congress on Computational Intelligence (WCCI 2010 - FUZZ-IEEE 2010). Barcelona (Spain, 2010) 270-276   Pdf bib
 
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  J.R. Villar, E.A. de la Cal, J. Sedano. Low quality data management for optimising energy efficiency in distributed agents. Internacional Conference on Practical Applications of Agents and Multi-agent Systems; Advances in Soft Computing (71/2010 Springer) (PAAMS 2010). Salamanca (Spain, 2010) 673-680   Pdf bib
 
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  A. Zafra, M. Pechenizkiy, S. Ventura. Feature Selection is the ReliefF for Multiple Instance Learning. 10th International Conference on Intelligent Systems Design and Applications (ISDA'2010). El Cairo (Egipto, 2010) 525-532   bib
 
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  A. Zafra, S. Ventura. Web Usage Mining for Improving Students Performance in Learning Management Systems. 23rd International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA-AIE2010). Lecture Notes in Computer Science 6098, Springer-Verlag 2010, Cordoba (Spain, 2010) 439-449   Pdf bib
 
  A. Zafra, S. Ventura. Grammar Guided Genetic Programming for Multiple Instance Learning: An Experimental Study. Accepted in The Genetic and Evolutionary Computation Conference (GECCO2010). Portland (USA, 2010)   bib
 

2009

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  J. Casillas. Efficient multi-objective genetic tuning of fuzzy models for large-scale regression problems. IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2009). Jeju (Korea, 2009) 1712-1717   bib
 
  J. Casillas. Embedded Genetic Learning of Highly Interpretable Fuzzy Partitions. Joint International Fuzzy Systems Association World Congress and the European Society for Fuzzy Logic and Technology Conference (IFSA/EUSFLAT 2009). Lisbon (Portugal, 2009) 1631-1636   Pdf bib
 
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  E.A. de la Cal, J.R. Villar, J. Sedano. A thermodynamical model study for an energy saving algorithm. Accepted in 4th International Workshop on Hybrid Artificial Intelligent Systems (HAIS'09). Lecture Notes in Computer Science 60, 2009, (, 2009)   Pdf bib
 
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  D.M. Escalante, M.A. Rodriguez, A. Peregrin. An Evolutionary Ensemble-based Method for Rule Extraction with Distributed Data. Accepted in 4th International Conference on Hybrid Artificial Intelligent Systems (HAIS09). Lecture Notes in Computer Science 60, Springer-Verlag 2009, Salamanca (Spain, 2009)   Pdf bib
 
  D.M. Escalante, M.A. Rodriguez, A. Peregrin. An Evolutionary Ensemble-Based Method for Rule Extraction with Distributed Data. International Workshop on Hybrid Artificial Intelligence Systems (HAIS09). Salamanca (Spain, 2009) 638-645   Pdf bib
 
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  N. Flugy, J. Alcala-Fdez, A. Bonarini, F. Herrera. Evolutionary Extraction of Association Rules: A Preliminary Study on their Effectiveness. 4th International Conference on Hybrid Artificial Intelligent Systems (HAIS09). Salamanca (Spain, 2009) 646-653   Pdf bib
 
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  J. Luengo, F. Herrera. On the use of Measures of Separability of Classes to characterise the Domains of Competence of a Fuzzy Rule Based Classification System. 2009 International Fuzzy Systems Association congress and 2009 European Society for Fuzzy Logic and Technology (IFSA 2009) (). Lisbon (Portugal, 2009) 1027-1032   Pdf bib
 
  J. Luengo, F. Herrera. Domains of Competence of Artificial Neural Networks Using Measures of Separability of Classes. 10th International Work-Conference on Artificial Neural Networks (IWANN09). Springer-Verlag. Salamanca (Spain, 2009) 81-88   Pdf bib
 
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  J. Sedano, J.R. Villar, L. Curiel, E. Corchado, E.A. de la Cal. Soft computing for detecting thermal insulation failures in buildings. Internacional Conference on Computacional and Mathematical Methods in Science and Engineering (CMMSE). (, 2009) 1392-1402   Pdf bib
 
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  J.R. Villar, R. Perez, E.A. de la Cal, J. Sedano. Efficiency in Electrical Heating Systems: An MAS Real World Application. 7th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS'09). Lecture Notes in Computer Science 55, Springer 2009, Berlin (Germany, 2009) 460-469   Pdf bib
 
  A. Zafra, S. Ventura. A Comparison of Multi-Objective Grammar-Guided Genetic Programming methods to Multiple Instance Learning. 4th International Conference on Hybrid Artificial Intelligence Systems (HAIS09). Lecture Notes in Computer Science 5572, Springer-Verlag 2009, Salamanca (Spain, 2009) 450-458   Pdf bib
 
  A. Zafra, S. Ventura. Predicting Student Grades in Learning Management Systems with Multiple Instance Genetic Programming. Second International Conference on Educational Data Mining (EDM09). Cordoba (Spain, 2009) 309-319   Pdf bib
 
  A. Zafra, C. Romero, S. Ventura. Predicting Academic Achievement Using Multiple Instance Genetic Programming. 9th International Conference on Intelligent Systems Design and Applications (ISDA09). Pisa (Italy, 2009) 1120-1125   Pdf bib
 

2008

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  F.J. Berlanga, M.J. del Jesus, F. Herrera. A Novel Genetic Cooperative-Competitive Fuzzy Rule Based Learning Method using Genetic Programming for High Dimensional Problems. 3rd International Workshop on Genetic and Evolving Fuzzy Systems (GEFS08). WittenBommerholz (Germany, 2008) 101-106   Pdf bib
 
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  A. Peregrin, M.A. Rodriguez. Efficient Distributed Genetic Algorithm for Rule Extraction. 8th International Conference on Hybrid Intelligent Systems (HIS08). Barcelona (Spain, 2008) 531-536   Pdf bib
 
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  J. Rios, A. Orriols-Puig, J.M. Garrell. Artificial Data Sets based on Knowledge Generators: Analysis of Learning Algorithms Efficiency. Hybrid Intelligent Systems Conference (HIS'08). Barcelona (Spain, 2008) 873-878   Pdf bib
 
  C. Romero, S. Gutierrez, M. Freire, S. Ventura. Minig and visualizing trails in Web-based educational systems. Educational Data Mining Conference (EDM). Montreal (Canada, 2008) 182-185   Pdf bib
 
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  J.R. Villar, E.A. de la Cal, J. Sedano. Minimizing energy consumption in heating systems under uncertainty. 3rd International Workshop on Hybrid Artificial Intelligence Systems (). Lecture Notes in Computer Science 5271, 2008, Berlin (Germany, 2008) 583-590   Pdf bib
 
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  A. Zafra, E. Gibaja, S. Ventura. Multiple Instance Learning with MultiObjective Genetic Programming for Web Mining. Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008). Barcelona (SPAIN, 2008) 513-518   Pdf bib
 

2007

  J.J. Aguilera, M. Chica, M.J. del Jesus, F. Herrera. Niching genetic feature selection algorithms applied to the design of fuzzy rule-based classification systems. 16th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2007). London (UK, 2007) 1794-1799   Pdf bib
 
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  V.M. Rivas, M.G. Arenas, J.J. Merelo, A. Prieto. EvRBF: Evolving RBF Neural Networks for Classification Problems. 7th WSEAS Internationa Conference on Applied Informatics and Communications (AIC07). Athens (Greece, 2007) 100-106   Pdf bib
 
  C. Romero, S. Ventura, J.A. Delgado, P. de Bra. Personalized Links Recommendation Based on Data Mining in Adaptive Educational Hypermedia Systems. Second European Conference on Technology Enhanced Learning (EC-TEL 2007). Lecture Notes in Computer Science 4753, Springer 2007, Crete (Greece, 2007) 292-306   Pdf bib
 
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  J.R. Villar, E.A. de la Cal. Energy Saving by means of Multi Agent Systems and Fuzzy Systems. International Workshop on practical applications on agents ad multi-agent systems (IWPAAMS2007). Salamanca (Spain, 2007) 119-128   Pdf bib
 
  J.R. Villar, E.A. de la Cal, J. Sedano. Energy Saving by means of Fuzzy Systems. 8th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL'07). Springer. Birmingham (UK, 2007) 155-167   Pdf bib
 
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  A. Zafra, S. Ventura. Multiobjective Genetic Programming for Multiple Instance Learning. European Conference on Machine Learning (ECML2007). Lecture Notes in Computer Science 4701, Springer 2007, Warsav (Poland, 2007) 790-797   Pdf bib
 
  A. Zafra, S. Ventura, E. Herrera-Viedma, C. Romero. Multiple Instance Learning with Genetic Programming for Web Mining. 9th International Work-Conference on Artificial Neural Networks (IWANN 2007). Springer. San Sebastian (Spain, 2007) 919-927   Pdf bib
 
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2006

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  F.J. Berlanga, M.J. del Jesus, M.J. Gacto, F. Herrera. A Genetic-Programming-Based Approach for the Learning of Compact Fuzzy Rule-Based Classification Systems. The Eighth International Conference on Artificial Intelligence and Soft Computing (ICAISC06). Lecture Notes in Computer Science 4029, Springer 2006, Zakopane (Poland, 2006) 182-191   Pdf bib
 
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2005

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  J. Bacardit. Analysis of the Initialization Stage of a Pittsburgh Approach Learning Classifier System. Genetic and Evolutionary Computation Conference 2005 (GECCO'05). Washington DC (USA, 2005) 1843-1850   Pdf bib
 
  F.J. Berlanga, M.J. del Jesus, F. Herrera. Learning compact fuzzy rule-based classification systems with genetic programming. 4th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT05). Barcelona (Spain, 2005) 1027-1032   Pdf bib
 
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  J. Casillas, B. Carse, L. Bull. Reinforcement learning by an accuracy-based fuzzy classifier system with real-valued output. Proceedings of the First International Workshop on Genetic Fuzzy Systems (GFS05). Granada (Spain, 2005) 44-50   Pdf bib
 
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  D. Molina, F. Herrera, M. Lozano. Adaptive Local Search Parameters for Real-Coded Memetic Algorithms. IEEE Congress on Evolutionary Computation (CEC'05). Edinburg (Scotland, 2005) 888-895   Pdf bib
 
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  M. Mucientes, J. Casillas. Learning fuzzy robot controllers to follow a mobile object. Proceedings of the 2nd International Conference on Machine Intelligence (ACIDCA-ICMI05). Tozeur (Tunisa, 2005) 566-573   Pdf bib
 
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2004

  J.S. Aguilar-Ruiz, J. Bacardit, F. Divina. Experimental Evaluation of Discretization Schemes for Rule Induction. Genetic and Evolutionary Computation Conference (GECCO'04). Lecture Notes in Computer Science 3102, Springer-Verlag 2004, Chicago (USA, 2004) 828-839   Pdf bib
 
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  J. Bacardit, J.M. Garrell. Analysis and improvements of the Adaptive Discretization Intervals knowledge representation. Genetic and Evolutionary Computation Conference (GECCO'04). Lecture Notes in Computer Science 3103, Springer-Verlag 2004, Seattle (USA, 2004) 726-738   Pdf bib
 
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  J.R. Cano, F. Herrera, M. Lozano. Evolutionary Stratified Instance Selection applied to Training Set Selection for Extracting High Precise-Interpretable Classification Rules. IV IEEE International Conference on Data Mining (ICDM'04). Brightom (United Kingdom, 2004) 0-0   Pdf bib
 
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  M. Mucientes, J. Casillas. Obtaining a fuzzy controller with high interpretability in mobile robots navigation. IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'04). Budapest (Hungary, 2004) 1637-1642   Pdf bib
 
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2003

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  J. Bacardit, J.M. Garrell. Evolving multiple discretizations with adaptive intervals for a Pittsburgh Rule-Based Learning Classifier System. Genetic and Evolutionary Computation Conference (GECCO'03). Lecture Notes in Computer Science 2724, Springer-Verlag 2003, Chicago (USA, 2003) 1818-1831   Pdf bib
 
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