Rafael Alcalá
机构: Full Professor of Computer Science and Artificial Intelligence, University of Granada
主页: ugr.es
每年引用次数
引用次数
引用: 4,969
H-指数: 29
I10-指数 : 58
出版物: 118
Insurance Market Risk Modeling with Hierarchical Fuzzy Rule Based Systems.
Oscar Cordón , Igor Zwir , Francisco Herrera , Rafael Alcalá
international conference on enterprise information systems 325 -333
2002
Building fuzzy graphs: Features and taxonomy of learning for non-grid-oriented fuzzy rule-based systems
Oscar Cordón , Francisco Herrera , Rafael Alcalá , Jorge Casillas
Journal of Intelligent and Fuzzy Systems 11 ( 3) 99 -119
24
2001
Genetic learning of accurate and compact fuzzy rule based systems based on the 2-tuples linguistic representation
Rafael Alcalá , Jesús Alcalá-Fdez , Francisco Herrera , José Otero
International Journal of Approximate Reasoning 44 ( 1) 45 -64
106
2007
Handling High-Dimensional Regression Problems by Means of an Efficient Multi-Objective Evolutionary Algorithm
María José Gacto , Rafael Alcalá , Francisco Herrera
intelligent systems design and applications 109 -114
3
2009
Hybrid learning models to get the interpretability–accuracy trade-off in fuzzy modeling
Rafael Alcalá , Jesús Alcalá-Fdez , Jorge Casillas , Oscar Cordón
soft computing 10 ( 9) 717 -734
78
2006
Adaptation and application of multi-objective evolutionary algorithms for rule reduction and parameter tuning of fuzzy rule-based systems
María José Gacto , Rafael Alcalá , Francisco Herrera
soft computing 13 ( 5) 419 -436
167
2008
Special issue on evolutionary fuzzy systems
Yusuke Nojima , Rafael Alcalá , Hisao Ishibuchi , Francisco Herrera
Soft Computing 15 ( 12) 2299 -2301
7
2011
Multiobjective genetic fuzzy rule selection of single granularity-based fuzzy classification rules and its interaction with the lateral tuning of membership functions
Rafael Alcalá , Yusuke Nojima , Francisco Herrera , Hisao Ishibuchi
Soft Computing 15 ( 12) 2303 -2318
113
2011
Fuzzy Control of HVAC Systems Optimized by Genetic Algorithms
Rafael Alcalá , Jose M. Benítez , Jorge Casillas , Oscar Cordón
Applied Intelligence 18 ( 2) 155 -177
105
2003
Comparison and design of interpretable linguistic vs. scatter FRBSs: Gm3m generalization and new rule meaning index for global assessment and local pseudo-linguistic representation
Marta Galende , María José Gacto , Gregorio Sainz , Rafael Alcalá
Information Sciences 282 190 -213
7
2014
Linguistic modeling with weighted double-consequent fuzzy rules based on cooperative coevolutionary learning
Rafael Alcalá , Jorge Casillas , Oscar Cordón , Francisco Herrera
Computer-Aided Engineering 10 ( 4) 343 -355
18
2003
Improving fuzzy logic controllers obtained by experts: a case study in HVAC systems
Rafael Alcalá , Jesús Alcalá-Fdez , María José Gacto , Francisco Herrera
Applied Intelligence 31 ( 1) 15 -30
45
2009
Temporal association rule mining: An overview considering the time variable as an integral or implied component
Alberto Segura‐Delgado , María José Gacto , Rafael Alcalá , Jesús Alcalá‐Fdez
Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery 10 ( 4)
13
2020
Evolutionary data mining and applications: A revision on the most cited papers from the last 10 years (2007-2017)
Rafael Alcalá , María José Gacto , Jesús Alcalá‐Fdez
Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery 8 ( 2) 1239
3
2018
eXplainable Artificial Intelligence (XAI) for the identification of biologically relevant gene expression patterns in longitudinal human studies, insights from obesity research
Augusto Anguita-Ruiz , Alberto Segura-Delgado , Rafael Alcalá , Concepción M. Aguilera
PLOS Computational Biology 16 ( 4) e1007792
4
2020
Integration of an Index to Preserve the Semantic Interpretability in the Multiobjective Evolutionary Rule Selection and Tuning of Linguistic Fuzzy Systems
María José Gacto , Rafael Alcalá , Francisco Herrera
IEEE Transactions on Fuzzy Systems 18 ( 3) 515 -531
131
2010
Special Issue on Evolutionary Fuzzy Systems EFSs
Rafael Alcalá , Yusuke Nojima , Hisao Ishibuchi , Francisco Herrera
Knowledge Based Systems 54 1 -2
2
2013
A study on the application of instance selection techniques in genetic fuzzy rule-based classification systems: Accuracy-complexity trade-off
Michela Fazzolari , Bruno Giglio , Rafael Alcalá , Francesco Marcelloni
Knowledge Based Systems 54 32 -41
22
2013
Learning the membership function contexts for mining fuzzy association rules by using genetic algorithms
Jesús Alcalá-Fdez , Rafael Alcalá , María José Gacto , Francisco Herrera
Fuzzy Sets and Systems 160 ( 7) 905 -921
219
2009
A genetic rule weighting and selection process for fuzzy control of heating, ventilating and air conditioning systems
Rafael Alcalá , Jorge Casillas , Oscar Cordón , Antonio González
Engineering Applications of Artificial Intelligence 18 ( 3) 279 -296
121
2005