Jorge Casillas

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 11

Top Topics

Concept Drifting

Association Rules Mining

Top Venues

Int. J. Intell. Syst.

Int. J. Approx. Reason.

Publications

Jorge Humberto Guanin-Fajardo, Javier Guaña-Moya, Jorge Casillas
Predicting Academic Success of College Students Using Machine Learning Techniques. Data 9 (4) (2024)
Takeru Konishi, Naoki Masuyama, Jorge Casillas, Yusuke Nojima
Fairness-aware Classifier Design via Multi-objective Fuzzy Genetics-based Machine Learning. FUZZ (2024)
Pedro J. López, Elena Ruiz, Jorge Casillas
A Streaming Approach for Association Rule Analysis of Spanish Politics on Twitter. QUATIC (2021)
Ana Valdivia, Javier Sánchez-Monedero, Jorge Casillas
How fair can we go in machine learning? Assessing the boundaries of accuracy and fairness. Int. J. Intell. Syst. 36 (4) (2021)
David Villar, Jorge Casillas
Facing Many Objectives for Fairness in Machine Learning. QUATIC (2021)
Ana Valdivia, Javier Sánchez-Monedero, Jorge Casillas
How fair can we go in machine learning? Assessing the boundaries of fairness in decision trees. CoRR (2020)
Rim Rekik, Ilhem Kallel, Jorge Casillas, Adel M. Alimi
Assessing web sites quality: A systematic literature review by text and association rules mining. Int. J. Inf. Manag. 38 (1) (2018)
Elena Ruiz, Jorge Casillas
Adaptive fuzzy partitions for evolving association rules in big data stream. Int. J. Approx. Reason. 93 (2018)
Jorge Casillas, Shuo Wang
Concept Drift Detection in Histogram-Based Straightforward Data Stream Prediction. ICDM Workshops (2018)
Elena Ruiz, Rosalia Pacheco-Torres, Jorge Casillas
Energy consumption modeling by machine learning from daily activity metering in a hospital. ETFA (2017)
Andreu Sancho-Asensio, Albert Orriols-Puig, Jorge Casillas
Evolving association streams. Inf. Sci. (2016)
Alicia D. Benítez, Jorge Casillas
Multi-objective genetic learning of serial hierarchical fuzzy systems for large-scale problems. Soft Comput. 17 (1) (2013)
Kemal Kilic, Jorge Casillas
Hybrid Genetic-Fuzzy System Modeling Application in Innovation Management. IS-MiS (2012)
Francisco Javier Marín, Jorge Casillas, Francisco José Martínez-López
MarkiS: A Marketing Intelligent System Software Application for Causal Modeling. IS-MiS (2012)
Albert Orriols-Puig, Jorge Casillas
Fuzzy knowledge representation study for incremental learning in data streams and classification problems. Soft Comput. 15 (12) (2011)
Habib M. Kammoun, Ilhem Kallel, Adel M. Alimi, Jorge Casillas
Improvement of the road traffic management by an ant-hierarchical fuzzy system. CIVTS (2011)
Michel González, Jorge Casillas, Carlos Morell
Dealing with three uncorrelated criteria by many-objective genetic fuzzy systems. GEFS (2011)
Francisco Javier Marín, Jorge Casillas, Manuel Mucientes, Aksel Andreas Transeth, Sigurd Aksnes Fjerdingen, Ingrid Schjølberg
Learning Intelligent Controllers for Path-Following Skills on Snake-Like Robots. ICIRA (2) (2011)
Habib M. Kammoun, Ilhem Kallel, Adel M. Alimi, Jorge Casillas
An adaptive vehicle guidance system instigated from ant colony behavior. SMC (2010)
Michel González, Jorge Casillas, Carlos Morell
SIFT-SS: An Advanced Steady-State Multi-Objective Genetic Fuzzy System. HAIS (2) (2010)
Manuel Mucientes, Jesús Alcalá-Fdez, Rafael Alcalá, Jorge Casillas
A case study for learning behaviors in mobile robotics by evolutionary fuzzy systems. Expert Syst. Appl. 37 (2) (2010)
Jorge Casillas
Efficient multi-objective genetic tuning of fuzzy models for large-scale regression problems. FUZZ-IEEE (2009)
Albert Orriols-Puig, Jorge Casillas
Evolution of Interesting Association Rules Online with Learning Classifier Systems. IWLCS (2009)
Jorge Casillas, Brian Carse
Special issue on "Genetic Fuzzy Systems: Recent Developments and Future Directions". Soft Comput. 13 (5) (2009)
Jorge Casillas, Francisco José Martínez-López
Mining uncertain data with multiobjective genetic fuzzy systems to be applied in consumer behaviour modelling. Expert Syst. Appl. 36 (2) (2009)
Jorge Casillas, Pedro Martínez, Alicia D. Benítez
Learning consistent, complete and compact sets of fuzzy rules in conjunctive normal form for regression problems. Soft Comput. 13 (5) (2009)
Albert Orriols-Puig, Jorge Casillas, Ester Bernadó-Mansilla
Fuzzy-UCS: A Michigan-Style Learning Fuzzy-Classifier System for Supervised Learning. IEEE Trans. Evol. Comput. 13 (2) (2009)
Manuel Mucientes, Rafael Alcalá, Jesús Alcalá-Fdez, Jorge Casillas
Learning weighted linguistic rules to control an autonomous robot. Int. J. Intell. Syst. 24 (3) (2009)
Jorge Casillas
Embedded Genetic Learning of Highly Interpretable Fuzzy Partitions. IFSA/EUSFLAT Conf. (2009)
Alicia D. Benítez, Jorge Casillas
Genetic Learning of Serial Hierarchical Fuzzy Systems for Large-Scale Problems. IFSA/EUSFLAT Conf. (2009)
Luciano Sánchez, Inés Couso, Jorge Casillas
Genetic learning of fuzzy rules based on low quality data. Fuzzy Sets Syst. 160 (17) (2009)
Albert Orriols-Puig, Jorge Casillas, Ester Bernadó-Mansilla
Genetic-based machine learning systems are competitive for pattern recognition. Evol. Intell. 1 (3) (2008)
Jorge Casillas, Albert Orriols-Puig, Ester Bernadó-Mansilla
Toward evolving consistent, complete, and compact fuzzy rule sets for classification problems. GEFS (2008)
Albert Orriols-Puig, Jorge Casillas, Ester Bernadó-Mansilla
First approach toward on-line evolution of association rules with learning classifier systems. GECCO (Companion) (2008)
Albert Orriols-Puig, Jorge Casillas, Ester Bernadó-Mansilla
Approximate Versus Linguistic Representation in Fuzzy-UCS. HAIS (2008)
Rafael Alcalá, Jesús Alcalá-Fdez, Jorge Casillas, Oscar Cordón, Francisco Herrera
Local identification of prototypes for genetic learning of accurate TSK fuzzy rule-based systems. Int. J. Intell. Syst. 22 (9) (2007)
Manuel Mucientes, Jorge Casillas
Quick Design of Fuzzy Controllers With Good Interpretability in Mobile Robotics. IEEE Trans. Fuzzy Syst. 15 (4) (2007)
Jorge Casillas, Pedro Martínez
Consistent, Complete and Compact Generation of DNF-type Fuzzy Rules by a Pittsburgh-style Genetic Algorithm. FUZZ-IEEE (2007)
Albert Orriols-Puig, Jorge Casillas, Ester Bernadó-Mansilla
Evolving Fuzzy Rules with UCS: Preliminary Results. IWLCS (2007)
Albert Orriols-Puig, Jorge Casillas, Ester Bernadó-Mansilla
Fuzzy-UCS: preliminary results. GECCO (Companion) (2007)
Jorge Casillas, Brian Carse, Larry Bull
Fuzzy-XCS: A Michigan Genetic Fuzzy System. IEEE Trans. Fuzzy Syst. 15 (4) (2007)
Jorge Casillas, Francisco Herrera, Raúl Pérez, María José del Jesus, Pedro Villar
Special Issue on Genetic Fuzzy Systems and the Interpretability-Accuracy Trade-off. Int. J. Approx. Reason. 44 (1) (2007)
Luciano Sánchez, Inés Couso, Jorge Casillas
Modeling Vague Data with Genetic Fuzzy Systems under a Combination of Crisp and Imprecise Criteria. MCDM (2007)
Jorge Casillas, Luciano Sánchez
Knowledge Extraction from Fuzzy Data for Estimating Consumer Behavior Models. FUZZ-IEEE (2006)
Rafael Alcalá, Jesús Alcalá-Fdez, Jorge Casillas, Oscar Cordón, Francisco Herrera
Hybrid learning models to get the interpretability-accuracy trade-off in fuzzy modeling. Soft Comput. 10 (9) (2006)
Alicia D. Benítez, Jorge Casillas
Continuous Optimization by Evolving Probability Density Functions with a Two-Island Model. ICNC (1) (2006)
Jorge Casillas, Oscar Delgado, Francisco José Martínez-López
Predictive Knowledge Discovery by Multiobjective Genetic Fuzzy Systems for Estimating Consumer Behavior Models. EUSFLAT Conf. (2005)
Jorge Casillas, Oscar Cordón, María José del Jesus, Francisco Herrera
Genetic tuning of fuzzy rule deep structures preserving interpretability and its interaction with fuzzy rule set reduction. IEEE Trans. Fuzzy Syst. 13 (1) (2005)
Rafael Alcalá, Jorge Casillas, Oscar Cordón, Antonio González, Francisco Herrera
A genetic rule weighting and selection process for fuzzy control of heating, ventilating and air conditioning systems. Eng. Appl. Artif. Intell. 18 (3) (2005)
Jorge Casillas, Oscar Cordón, Iñaki Fernández de Viana, Francisco Herrera
Learning cooperative linguistic fuzzy rules using the best-worst ant system algorithm. Int. J. Intell. Syst. 20 (4) (2005)
Manuel Mucientes, Jorge Casillas
Obtaining a fuzzy controller with high interpretability in mobile robots navigation. FUZZ-IEEE (2004)
Rafael Alcalá, Jesús Alcalá-Fdez, Jorge Casillas, Oscar Cordón, Francisco Herrera
Genetic learning of accurate TS models based on local fuzzy prototyping. EUSFLAT Conf. (2003)
Rafael Alcalá, José Manuel Benítez, Jorge Casillas, Oscar Cordón, Raúl Pérez
Fuzzy Control of HVAC Systems Optimized by Genetic Algorithms. Appl. Intell. 18 (2) (2003)
Rafael Alcalá, Jorge Casillas, Oscar Cordón, Francisco Herrera
Linguistic modeling with weighted double-consequent fuzzy rules based on cooperative coevolutionary learning. Integr. Comput. Aided Eng. 10 (4) (2003)
Rafael Alcalá, Jorge Casillas, Oscar Cordón, Francisco Herrera, Igor Zwir
Hybridizing Hierarchical and Weighted Linguistic Rules. SAC (2002)
Rafael Alcalá, Jorge Casillas, Oscar Cordón, Francisco Herrera
Improving Simple Linguistic Fuzzy Models by Means of the Weighted COR Methodology. IBERAMIA (2002)
Luciano Sánchez, Jorge Casillas, Oscar Cordón, María José del Jesus
Some relationships between fuzzy and random set-based classifiers and models. Int. J. Approx. Reason. 29 (2) (2002)
Jorge Casillas, Oscar Cordón, Francisco Herrera
COR: a methodology to improve ad hoc data-driven linguistic rule learning methods by inducing cooperation among rules. IEEE Trans. Syst. Man Cybern. Part B 32 (4) (2002)
Jorge Casillas, Oscar Cordón, María José del Jesus, Francisco Herrera
Genetic feature selection in a fuzzy rule-based classification system learning process for high-dimensional problems. Inf. Sci. 136 (1-4) (2001)
Rafael Alcalá, Jorge Casillas, Oscar Cordón, Francisco Herrera
Linguistic modeling with weighted double-consequent fuzzy rules based on cooperative coevolution. EUSFLAT Conf. (2001)
Jorge Casillas, Oscar Cordón, Francisco Herrera
A cooperative coevolutionary algorithm for jointly learning fuzzy rule bases and membership functions. EUSFLAT Conf. (2001)
Jorge Casillas, Oscar Cordón, Francisco Herrera, Juan Julián Merelo Guervós
Cooperative Coevolution for Learning Fuzzy Rule-Based Systems. Artificial Evolution (2001)
Rafael Alcalá, Jorge Casillas, Oscar Cordón, Francisco Herrera
Building fuzzy graphs: Features and taxonomy of learning for non-grid-oriented fuzzy rule-based systems. J. Intell. Fuzzy Syst. 11 (3-4) (2001)
Rafael Alcalá, Jorge Casillas, Antonio González
Tuning fuzzy logic controllers for energy efficiency consumption in buildings. EUSFLAT-ESTYLF Joint Conf. (1999)