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Jorge Casillas Barranquero

Universidad de Granada

Publicaciones

General procedure to measure fairness in regression problems
AUTHORS: Juliett Suárez Ferreira; Marija Slavkovik; Jorge Casillas

International Journal of Data Science and Analytics

  • 2025
  • journal-article
Predicting Academic Success of College Students Using Machine Learning Techniques
AUTHORS: Jorge Humberto Guanin-Fajardo; Javier Guaña-Moya; Jorge Casillas

Data

  • 2024
  • journal-article
Adopción del aprendizaje combinado en la educación superior: percepción y evaluación del profesorado
AUTHORS: Jorge-Humberto Guanin-Fajardo; Jorge Casillas; Adolfo-Hernan Elizondo-Saltos

Revista Electrónica Calidad en la Educación Superior

  • 2023
  • journal-article
Contexto universitario, profesores y estudiantes: vínculos y éxito académico
AUTHORS: Jorge Humberto Guanin-Fajardo; Jorge Casillas Barranquero

Revista Iberoamericana de Educación

  • 2022
  • journal-article
A Streaming Approach for Association Rule Analysis of Spanish Politics on Twitter
AUTHORS: Pedro J. López; Elena Ruiz; Jorge Casillas
  • 2021
  • book-chapter
Facing Many Objectives for Fairness in Machine Learning
AUTHORS: David Villar; Jorge Casillas
  • 2021
  • book-chapter
How fair can we go in machine learning? Assessing the boundaries of accuracy and fairness

International Journal of Intelligent Systems

  • 2021
  • journal-article
Predictive capability testing and sensitivity analysis of a model for building energy efficiency

Building Simulation

  • 2020
  • journal-article
Adaptive fuzzy partitions for evolving association rules in big data stream

International Journal of Approximate Reasoning

  • 2018
  • journal-article
Alzheimer’s disease computer-aided diagnosis: Histogram-based analysis of regional mri volumes for feature selection and classification
AUTHORS: Ruiz, E.; Ramírez, J.; Górriz, J.M.; Casillas, J.

Journal of Alzheimer's Disease

  • 2018
  • journal-article
Assessing web sites quality: A systematic literature review by text and association rules mining

International Journal of Information Management

  • 2018
  • journal-article
Suitability analysis of modeling and assessment approaches in energy efficiency in buildings

Energy and Buildings

  • 2018
  • journal-article
Analyzing the Effect of Variables in the Software Development Effort Estimation

IEEE Latin America Transactions

  • 2016
  • journal-article
Evolving association streams

Information Sciences

  • 2016
  • journal-article
Software Development Effort Estimation based-on multiple classifier system and Lines of Code

IEEE Latin America Transactions

  • 2016
  • journal-article
Adapt-Traf: An adaptive multiagent road traffic management system based on hybrid ant-hierarchical fuzzy model
AUTHORS: Kammoun, Habib M.; Kallel, Ilhem; Casillas, Jorge; Abraham, Ajith; Alimi, Adel M.

Transportation Research Part C-Emerging Technologies

  • 2014
  • journal-article
A soft-computing-based method for the automatic discovery of fuzzy rules in databases: Uses for academic research and management support in marketing
AUTHORS: Orriols-Puig, Albert; Martinez-Lopez, Francisco J.; Casillas, Jorge; Lee, Nick

Journal of Business Research

  • 2013
  • journal-article
Artificial intelligence-based systems applied in industrial marketing: An historical overview, current and future insights
AUTHORS: Martinez-Lopez, Francisco J.; Casillas, Jorge

Industrial Marketing Management

  • 2013
  • journal-article
Multi-objective genetic learning of serial hierarchical fuzzy systems for large-scale problems
  • 2013
  • journal-article
Unsupervised KDD to creatively support managers’ decision making. with fuzzy association rules: A distribution channel application
AUTHORS: Orriols-Puig, Albert; Martinez-Lopez, Francisco J.; Casillas, Jorge; Lee, Nick

Industrial Marketing Management

  • 2013
  • journal-article
Applying Multi-objective Optimization for Variable Selection to Analyze User Trust in Electronic Banking
AUTHORS: Liebana-Cabanillas, F.; Nogueras, R.; Munoz-Leiva, F.; Rojas, I.; Guillen, A.; Casillas, J; MartinezLopez, FJ; Corchado, JM

Management Intelligent Systems

  • 2012
  • journal-article
Approximating the Pareto-front of Continuous Bi-objective Problems: Application to a Competitive Facility Location Problem
AUTHORS: Redondo, J. L.; Fernandez, J.; Alvarez, J. D.; Arrondoa, A. G.; Ortigosa, P. M.; Casillas, J; MartinezLopez, FJ; Corchado, JM

Management Intelligent Systems

  • 2012
  • journal-article
Hybrid Genetic-Fuzzy System Modeling Application in Innovation Management
  • 2012
  • book-chapter
MarkiS: A Marketing Intelligent System Software Application for Causal Modeling
  • 2012
  • book-chapter
MarkiS: A Marketing Intelligent System Software Application for Causal Modeling
AUTHORS: Marin, Francisco J.; Casillas, Jorge; Martinez-Lopez, Francisco J.; Casillas, J; MartinezLopez, FJ; Corchado, JM

Management Intelligent Systems

  • 2012
  • journal-article
Fuzzy knowledge representation study for incremental learning in data streams and classification problems
  • 2011
  • journal-article
Learning Intelligent Controllers for Path-Following Skills on Snake-Like Robots
AUTHORS: Javier Marin, Francisco; Casillas, Jorge; Mucientes, Manuel; Transeth, Aksel Andreas; Fjerdingen, Sigurd Aksnes; Schjolberg, Ingrid; Jeschke, S; Liu, HH; Schilberg, D

Intelligent Robotics and Applications, Pt Ii

  • 2011
  • journal-article
A case study for learning behaviors in mobile robotics by evolutionary fuzzy systems
AUTHORS: Mucientes, M.; Alcala-Fdez, J.; Alcala, R.; Casillas, J.

Expert Systems With Applications

  • 2010
  • journal-article
Automatic Discovery of Potential Causal Structures in Marketing Databases Based on Fuzzy Association Rules
AUTHORS: Orriols-Puig, Albert; Casillas, Jorge; Martinez-Lopez, Francisco J.; Casillas, J; MartinezLopez, FJ

Marketing Intelligent Systems Using Soft Computing: Managerial and Research Applications

  • 2010
  • journal-article
Embedded Genetic Learning of Highly Interpretable Fuzzy Partitions
AUTHORS: Casillas, Jorge; Carvalho, JP; Kaymak, DU; Sousa, JMC

Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference

  • 2009
  • journal-article
Fuzzy-UCS: A Michigan-Style Learning Fuzzy-Classifier System for Supervised Learning
AUTHORS: Orriols-Puig, Albert; Casillas, Jorge; Bernado-Mansilla, Ester

Ieee Transactions on Evolutionary Computation

  • 2009
  • journal-article
Genetic learning of fuzzy rules based on low quality data
  • 2009
  • journal-article
Genetic Learning of Serial Hierarchical Fuzzy Systems for Large-Scale Problems
AUTHORS: Benitez, Alicia D.; Casillas, Jorge; Carvalho, JP; Kaymak, DU; Sousa, JMC

Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference

  • 2009
  • journal-article
Learning consistent, complete and compact sets of fuzzy rules in conjunctive normal form for regression problems
AUTHORS: Casillas, Jorge; Martinez, Pedro; Benitez, Alicia D.

Soft Computing

  • 2009
  • journal-article
Learning Weighted Linguistic Rules to Control an Autonomous Robot
AUTHORS: Mucientes, M.; Alcala, R.; Alcala-Fdez, J.; Casillas, J.

International Journal of Intelligent Systems

  • 2009
  • journal-article
Marketing Intelligent Systems for consumer behaviour modelling by a descriptive induction approach based on Genetic Fuzzy Systems
  • 2009
  • journal-article
Mining uncertain data with multiobjective genetic fuzzy systems to be applied in consumer behaviour modelling
  • 2009
  • journal-article
Special issue on “Genetic Fuzzy Systems: Recent Developments and Future Directions”
  • 2009
  • journal-article
Techniques for Designing and RefiningLinguistic Fuzzy Models to Improve Their Accuracy
  • 2009
  • book-chapter
A Comparative Study of Several Genetic-Based Supervised Learning Systems
AUTHORS: Orriols-Puig, Albert; Casillas, Jorge; Bernado-Mansilla, Ester; Bull, L; BernadoMansilla, E; Holmes, J

Learning Classifier Systems in Data Mining

  • 2008
  • journal-article
Genetic-based machine learning systems are competitive for pattern recognition
  • 2008
  • journal-article
Toward evolving consistent, complete, and compact fuzzy rule sets for classification problems
AUTHORS: Casillas, Jorge; Orriols-Puig, Albert; Bernado-Mansilla, Ester; IEEE

2008 3rd International Workshop on Genetic and Evolving Fuzzy Systems

  • 2008
  • journal-article
Consistent, complete and compact generation of DNF-type fuzzy rules by a Pittsburgh-style genetic algorithm
AUTHORS: Casillas, Jorge; Martinez, Pedro; IEEE

2007 Ieee International Conference on Fuzzy Systems, Vols 1-4

  • 2007
  • journal-article
Fuzzy-XCS: A Michigan Genetic Fuzzy System
  • 2007
  • journal-article
Local identification of prototypes for genetic learning of accurate TSK fuzzy rule-based systems
AUTHORS: Alcala, R; Alcala-Fdez, J; Casillas, J; Cordon, O; Herrera, F

International Journal of Intelligent Systems

  • 2007
  • journal-article
Quick Design of Fuzzy Controllers With Good Interpretability in Mobile Robotics
  • 2007
  • journal-article
Special issue on Genetic fuzzy systems and the interpretability-accuracy trade-off – Preface
AUTHORS: Casillas, J; Herrera, F; Perez, R; Villar, P

International Journal of Approximate Reasoning

  • 2007
  • journal-article
Continuous optimization by evolving probability density functions with a two-island model
AUTHORS: Benitez, Alicia D.; Casillas, Jorge; Jiao, L; Wang, L; Gao, X; Liu, J; Wu, F

Advances in Natural Computation, Pt 1

  • 2006
  • book-chapter
Hybrid learning models to get the interpretability-accuracy trade-off in fuzzy modeling
AUTHORS: Alcala, R; Alcala-Fdez, J; Casillas, J; Cordon, O; Herrera, F

Soft Computing

  • 2006
  • journal-article
Knowledge extraction from fuzzy data for estimating consumer behavior models
AUTHORS: Casillas, Jorge; Sanchez, Luciano; IEEE

2006 Ieee International Conference on Fuzzy Systems, Vols 1-5

  • 2006
  • journal-article
A genetic rule weighting and selection process for fuzzy control of heating, ventilating and air conditioning systems
AUTHORS: Alcala, R, Casillas, J, Cordon, O, Gonzalez, A, Herrera, F

Engineering Applications of Artificial Intelligence

  • 2005
  • journal-article
Genetic tuning of fuzzy rule deep structures preserving interpretability and its interaction with fuzzy rule set reduction
AUTHORS: Casillas, J; Cordon, O; Herrera, F; del Jesus, MJ

Ieee Transactions on Fuzzy Systems

  • 2005
  • journal-article
Learning cooperative linguistic fuzzy rules using the best-worst ant system algorithm
AUTHORS: Casillas, J; Cordon, O; Herrera, F; de Viana, IF

International Journal of Intelligent Systems

  • 2005
  • journal-article
A multiobjective genetic learning process for joint feature selection and granularity and contexts learning in Fuzzy Rule-Based Classification Systems
AUTHORS: Cordon, O; Del Jesus, MJ; Herrera, F; Magdalena, L; Villar, P; Casillas, J; Magdelena, L

Interpretability Issues in Fuzzy Modeling

  • 2003
  • journal-article
Accuracy improvements to find the balance interpretability-accuracy in linguistic fuzzy modeling: An overview
AUTHORS: Casillas, J; Cordon, O; Herrera, F; Magdalena, L

Accuracy Improvements in Linguistic Fuzzy Modeling

  • 2003
  • journal-article
COR methodology: A simple way to obtain linguistic fuzzy models with good interpretability and accuracy
AUTHORS: Casillas, J; Cordon, O; Herrera, F; Magdalena, L

Accuracy Improvements in Linguistic Fuzzy Modeling

  • 2003
  • journal-article
Fuzzy Control of HVAC Systems Optimized by Genetic Algorithms

Applied Intelligence

  • 2003
  • journal-article
Interpretability improvements to find the balance interpret ability-accuracy in fuzzy modeling: An overview
AUTHORS: Casillas, J; Cordon, O; Herrera, F; Magdalena, L; Magdelena, L

Interpretability Issues in Fuzzy Modeling

  • 2003
  • journal-article
Linguistic modeling with weighted double-consequent fuzzy rules based on cooperative coevolutionary learning
AUTHORS: Alcala, R; Casillas, J; Cordon, O; Herrera, F

Integrated Computer-Aided Engineering

  • 2003
  • journal-article
Techniques for designing and refining linguistic fuzzy models to improve their accuracy
AUTHORS: Alcala, R; Casillas, J; Cordon, O; Herrera, F; Leondes, CT

Intelligent Systems: Technology and Applications, Vol Ii

  • 2003
  • journal-article
Cooperative coevolution for learning fuzzy rule-based systems
AUTHORS: Casillas, J; Cordon, O; Herrera, F; Merelo, JJ; Collet, P; Fonlupt, C; Hao, JK; Lutton, E; Schoenauer, M

Artficial Evolution

  • 2002
  • book-chapter
COR: A methodology to improve ad hoc data-driven linguistic rule learning methods by inducing cooperation among rules
AUTHORS: Casillas, J; Cordon, O; Herrera, F

Ieee Transactions on Systems Man and Cybernetics Part B-Cybernetics

  • 2002
  • journal-article
Different approaches to induce cooperation in fuzzy linguistic models under the COR methodology
AUTHORS: Casillas, J; Cordon, O; Herrera, F; BouchonMeunier, B; GutierrezRios, J; Magdalena, L; Yager, RR

Technologies For Constructing Intelligent Systems 1: Tasks

  • 2002
  • book-chapter
Improving simple linguistic fuzzy models by means of the weighted COR methodology
AUTHORS: Alcala, R; Casillas, J; Cordon, O; Herrera, F; Garijo, FJ; Riquelme, JC; Toro, M

Advances in Artificial Intelligence - Iberamia 2002, Proceedings

  • 2002
  • book-chapter
Some relationships between fuzzy and random set-based classifiers and models
AUTHORS: Sanchez, L; Casillas, J; Cordon, O; del Jesus, MJ

International Journal of Approximate Reasoning

  • 2002
  • journal-article
Building fuzzy graphs: Features and taxonomy of learning for non-grid-oriented fuzzy rule-based systems
AUTHORS: Alcala, R; Casillas, J; Cordon, O; Herrera, F

Journal of Intelligent & Fuzzy Systems

  • 2001
  • journal-article
Genetic feature selection in a fuzzy rule-based classification system learning process for high-dimensional problems
AUTHORS: Casillas, J; Cordon, O; Del Jesus, MJ; Herrera, F

Information Sciences

  • 2001
  • journal-article
Genetic tuning of fuzzy rule-based systems integrating linguistic hedges
AUTHORS: Casillas, J; Cordon, O; Herrera, F; Del Jesus, MJ; Smith, MH; Gruver, WA; Hall, LO

Joint 9th Ifsa World Congress and 20th Nafips International Conference, Proceedings, Vols. 1-5

  • 2001
  • journal-article
Contacto
casillas@decsai.ugr.es
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