eXplainable Artificial Intelligence (XAI) for the identification of biologically relevant gene expression patterns in longitudinal human studies, insights from obesity research |
A Anguita-Ruiz, A Segura-Delgado, R Alcalá, CM Aguilera, J Alcalá-Fdez. |
2020 |
Temporal association rule mining: An overview considering the time variable as an integral or implied component |
A Seguro-Delgado, MJ Gacto, R Alcalá, J Alcalá-Fdez. |
2020 |
Evaluation of the Predictive Ability, Environmental Regulation and Pharmacogenetics Utility of a BMI-Predisposing Genetic Risk Score during Childhood and Puberty |
A Anguita-Ruiz, EM González-Gil, AI Rupérez, FJ Llorente-Cantarero, .... |
2020 |
Design of Fuzzy Controllers for Embedded Systems With JFML |
JM Soto-Hidalgo, A Vitiello, JM Alonso, G Acampora, J Alcala-Fdez. |
2019 |
Py4JFML: A Python wrapper for using the IEEE Std 1855-2016 through JFML |
J Alcala-Fdez, JM Alonso, C Castiello, C Mencar, JM Soto-Hidalgo. |
2019 |
VisualJFML: A Visual Environment for Designing Fuzzy Systems according to IEEE Std 1855-2016 |
G Acampora, J Alcala-Fdez, R Siciliano, JM Soto-Hidalgo, A Vitiello. |
2019 |
Experimental Study on 164 Algorithms Available in Software Tools for Solving Standard Non-Linear Regression Problems |
MJ Gacto, JM Soto-Hidalgo, J Alcalá-Fdez, R Alcalá. |
2019 |
MRQAR: a generic MapReduce framework to discover Quantitative Association Rules in Big Data problems |
D Martin, M Martinez-Ballesteros, D Garcia-Gil, J Alcala-Fdez, .... |
2018 |
Evolutionary data mining and applications: A revision on the most cited papers from the last 10 years (2007–2017) |
R Alcala, MJ Gacto, J Alcala-Fdez. |
2018 |
JFML: A Java Library to Design Fuzzy Logic Systems According to the IEEE Std 1855-2016 |
JM Soto-Hidalgo, JM Alonso, G Acampora, J Alcalá-Fdez. |
2018 |
Nuevo Módulo de Conexión Inalámbrico vía Bluetooth con Arduino en la Librería JFML |
FJ Arcos, JM Soto-Hidalgo, A Vitiello, G Acampora, J Alcala-Fdez. |
2018 |
Interoperability for Embedded Systems in JFML Software: An Arduino-based implementation |
FJ Arcos, JM Soto-Hidalgo, A Vitiello, G Acampora, J Alcala-Fdez. |
2018 |
Analyzing gender disparities in STEAM: A Case Study from Bioinformatics Workshops in the University of Granada |
E Ruiz, C del Val, R Alcalá, A Fernández, C Cano, W Fajardo, .... |
2018 |
KEEL 3.0: an open source software for multi-stage analysis in data mining |
I Triguero, S González, JM Moyano, S García López, J Alcalá Fernández, .... |
2017 |
Evolutionary Fuzzy Rule-Based Methods for Monotonic Classification |
J Alcala-Fdez, R Alcala, S Gonzalez, Y NOJIMA, S Garcia. |
2017 |
2017 Index IEEE Transactions on Fuzzy Systems Vol. 25 |
M Aggarwal, V Agrawal, A Ahmadian, BS Ahn, CK Ahn, Z Ai, MG Akbari, .... |
2017 |
Can Bioinformatics close the gender gap in STEM skills? : Reflections from the I Bioinformatics UGR Workshop |
C del Val, E Ruiz, R Alcala, A Fernandez, C Cano, W Fajardo, .... |
2017 |
Comparison of KEEL versus open source Data Mining tools: Knime and Weka software |
I Triguero, S González, JM Moyano, S García, J Alcala-Fdez, J Luengo, .... |
2016 |
A Survey of Fuzzy Systems Software: Taxonomy, Current Research Trends and Prospects |
J Alcalá-Fdez, JM Alonso. |
2016 |
NICGAR: a Niching Genetic Algorithm to Mine a Diverse Set of Interesting Quantitative Association Rules |
D Martín, J Alcalá-Fdez, A Rosete, F Herrera. |
2016 |
2016 Index IEEE Transactions on Fuzzy Systems Vol. 24 |
RK Agarwal, M Aggarwal, C Aguilar-Pena, MN Ahmadabadi, .... |
2016 |
2016 Index IEEE Computational Intelligence Magazine Vol. 11 |
H Abbass, N Agell, M Alamgir, J Alcala-Fdez, C Alippi, J Alonso, Y Altun, .... |
2016 |
New Open Source Modules in KEEL to Analyze and Export Fuzzy Association Rules |
A Segura, R Perez-Perez, J Alcala-Fdez. |
2016 |
Special Issue on Computational Intelligence Software |
J Alcalá-Fdez, JM Alonso, O Cordón. |
2016 |
Genetic learning of the membership functions for mining fuzzy association rules from low quality data |
AM Palacios, JL Palacios, L Sánchez, J Alcalá-Fdez. |
2015 |
MOPNAR-BigData: un diseno MapReduce para la extracción de reglas de asociación cuantitativas en problemas de Big Data |
D Martín, M Martínez-Ballesteros, S Río, J Alcalá-Fdez, J Riquelme, .... |
2015 |
QAR-CIP-NSGA-II: A new multi-objective evolutionary algorithm to mine quantitative association rules |
D Martín, A Rosete, J Alcalá-Fdez, F Herrera. |
2014 |
Analyzing fuzzy association rules with Fingrams in KEEL |
DP Pancho, JM Alonso, J Alcalá-Fdez, L Magdalena. |
2014 |
Harnessing the information contained in low-quality data sources. |
I Couso, L Sánchez, L Garrido, A Alvarez, L Pozueco, S Cabrero, .... |
2014 |
Harnessing the information contained in low-quality data sources |
I Couso, L Sánchez. |
2014 |
jFuzzyLogic: a java library to design fuzzy logic controllers according to the standard for fuzzy control programming |
P Cingolani, J Alcalá-Fdez. |
2013 |
A new multiobjective evolutionary algorithm for mining a reduced set of interesting positive and negative quantitative association rules |
D Martin, A Rosete, J Alcalá-Fdez, F Herrera. |
2013 |
Interpretability analysis of fuzzy association rules supported by fingrams |
DP Pancho, JM Alonso, J Alcalá-Fdez, L Magdalena. |
2013 |
A new fingram-based software tool for visual representation and analysis of fuzzy association rules |
DP Pancho, JM Alonso, J Alcalá-Fdez. |
2013 |
Special issue on software tools for soft computing |
J Alcalá-Fdez, JM Alonso. |
2013 |
Acknowledgements to Referees 2012 |
ZA Rabi, C Acevedo, EA Cebrián, H Akrami, JP Alarcon, EA Conejo, .... |
2013 |
Mining fuzzy association rules from low-quality data |
AM Palacios, MJ Gacto, J Alcalá-Fdez. |
2012 |
jFuzzyLogic: a robust and flexible Fuzzy-Logic inference system language implementation |
P Cingolani, J Alcala-Fdez. |
2012 |
Financial time series forecasting with a bio-inspired fuzzy model |
JL Aznarte, J Alcalá-Fdez, A Arauzo-Azofra, JM Benítez. |
2012 |
Hybrid laser pointer detection algorithm based on template matching and fuzzy rule-based systems for domotic control in real home environments |
F Chávez, F Fernández, R Alcalá, J Alcalá-Fdez, G Olague, F Herrera. |
2012 |
Keel data-mining software tool: data set repository, integration of algorithms and experimental analysis framework. |
J Alcalá-Fdez, A Fernández, J Luengo, J Derrac, S García, L Sánchez, .... |
2011 |
Using KEEL software as a educational tool: A case of study teaching data mining |
J Derrac, J Luengo, J Alcala-Fdez, A Fernandez, S Garcia. |
2011 |
Soft Computing Techniques in Data Mining. |
J Alcalá-Fdez, F Herrera, H Ishibuchi, Y Kaisho, Y Nojima, BC Chien, .... |
2011 |
KEEL data-mining software tool: Data set repository, integration of algorithms and experimental analysis framework |
J Alcala-Fdez, A Fernández, J Luengo, J Derrac, S García, L Sánchez, .... |
2011 |
A fuzzy association rule-based classification model for high-dimensional problems with genetic rule selection and lateral tuning |
J Alcala-Fdez, R Alcala, F Herrera. |
2011 |
A multi-objective evolutionary algorithm for mining quantitative association rules |
D Martín, A Rosete, J Alcalá-Fdez, F Herrera. |
2011 |
Evolutionary learning of a laser pointer detection fuzzy system for an environment control system |
F Chávez, F Fernández, R Alcalá, J Alcalá-Fdez, F Herrera. |
2011 |
Fuzzy Autoregressive Rules: Towards Linguistic Time Series Modeling |
JL Aznarte, J Alcala-Fdez, A Arauzo, JM Benítez. |
2011 |
2011 Index IEEE Transactions on Fuzzy Systems Vol. 19 |
G Acampora, J Adamy, S Aghakhani, R Alcala, J Alcala-Fdez, J An, .... |
2011 |
Introduction to the experimental design in the data mining tool KEEL |
J Alcalá-Fdez, F Herrera, S García, MJ del Jesus, L Sánchez, .... |
2010 |
Analysis of the Effectiveness of the Genetic Algorithms based on Extraction of Association Rules |
J Alcala-Fdez, N Flugy-Pape, A Bonarini, F Herrera. |
2010 |
A case study for learning behaviors in mobile robotics by evolutionary fuzzy systems |
M Mucientes, J Alcalá-Fdez, R Alcalá, J Casillas. |
2010 |
Genetic tuning of a laser pointer environment control device system for handicapped people with fuzzy systems |
F Chávez, F Fernández, J Alcalá-Fdez, R Alcalá, F Herrera, G Olague. |
2010 |
A fuzzy associative classification system with genetic rule selection for high-dimensional problems |
J Alcalá-Fdéz, R Alcalá, F Herrera. |
2010 |
Learning the membership function contexts for mining fuzzy association rules by using genetic algorithms |
J Alcalá-Fdez, R Alcalá, MJ Gacto, F Herrera. |
2009 |
Improving fuzzy logic controllers obtained by experts: a case study in HVAC systems |
R Alcalá, J Alcalá-Fdez, MJ Gacto, F Herrera. |
2009 |
KEEL: a software tool to assess evolutionary algorithms for data mining problems |
J Alcalá-Fdez, L Sanchez, S Garcia, MJ del Jesus, S Ventura, JM Garrell, .... |
2009 |
Implementation and integration of algorithms into the KEEL data-mining software tool |
A Fernández, J Luengo, J Derrac, J Alcalá-Fdez, F Herrera. |
2009 |
Learning weighted linguistic rules to control an autonomous robot |
M Mucientes, R Alcalá, J Alcalá‐Fdez, J Casillas. |
2009 |
Evolutionary extraction of association rules: A preliminary study on their effectiveness |
NF Papè, J Alcalá-Fdez, A Bonarini, F Herrera. |
2009 |
Nuevas perspectivas en el autocuidado del paciente urológico: prevención del uso de materiales de un solo uso reesterilizados |
EG García, AH Álvarez, JAC Alcalá, JIG Cecilio, AR Merino. |
2009 |
Intervención de enfermería ante el temor en Urología ambulatoria:¿ se benefician nuestros pacientes? |
EG García, AH Álvarez, JAC Alcalá, JIG Cecilio, AR Merino. |
2009 |
Timespan= All years. Databases= SCI-EXPANDED, SSCI, A&HCI, CPCI-S, CPCI-SSH. |
J Alcala-Fdez, L Sanchez, S Garcia. |
2009 |
On the usefulness of MOEAs for getting compact FRBSs under parameter tuning and rule selection |
R Alcalá, J Alcalá-Fdez, MJ Gacto, F Herrera. |
2008 |
KEEL: A data mining software tool integrating genetic fuzzy systems |
J Alcalá-Fdez, S García, FJ Berlanga, A Fernández, L Sánchez, .... |
2008 |
A consistency‐based procedure to estimate missing pairwise preference values |
S Alonso, F Chiclana, F Herrera, E Herrera‐Viedma, J Alcalá‐Fdez, .... |
2008 |
Fuzzy-genetic optimization of the parameters of a low cost system for the optical measurement of several dimensions of vehicles |
J Otero, L Sánchez, J Alcalá-Fdez. |
2008 |
A multi-objective genetic algorithm for tuning and rule selection to obtain accurate and compact linguistic fuzzy rule-based systems |
R Alcalá, MJ Gacto, F Herrera, J Alcalá-Fdez. |
2007 |
Rule base reduction and genetic tuning of fuzzy systems based on the linguistic 3-tuples representation |
R Alcalá, J Alcalá-Fdez, MJ Gacto, F Herrera. |
2007 |
Genetic learning of membership functions for mining fuzzy association rules |
R Alcalá, J Alcalá-Fdez, MJ Gacto, F Herrera. |
2007 |
A multi-objective evolutionary algorithm for rule selection and tuning on fuzzy rule-based systems |
R Alcalá, J Alcalá-Fdez, MJ Gacto, F Herrera. |
2007 |
A proposal for the genetic lateral tuning of linguistic fuzzy systems and its interaction with rule selection |
R Alcalá, J Alcalá-Fdez, F Herrera. |
2007 |
Genetic learning of accurate and compact fuzzy rule based systems based on the 2-tuples linguistic representation |
R Alcalá, J Alcalá-Fdez, F Herrera, J Otero. |
2007 |
Local identification of prototypes for genetic learning of accurate TSK fuzzy rule‐based systems |
R Alcalá, J Alcalá‐Fdez, J Casillas, O Cordón, F Herrera. |
2007 |
Increasing fuzzy rules cooperation based on evolutionary adaptive inference systems |
J Alcalá‐Fdez, F Herrera, F Márquez, A Peregrín. |
2007 |
Guest editorial genetic fuzzy systems: what's next? an introduction to the special section |
O Cordon, R Alcala, J Alcala-Fdez, I Rojas. |
2007 |
Special section on genetic fuzzy systems |
O Cordón, R Alcalá, J Alcalá-Fdez, I Rojas. |
2007 |
Fuzzy rule reduction and tuning of fuzzy logic controllers for a HVAC system |
R Alcalá, J Alcalá-Fdez, MJ Gacto, F Herrera. |
2006 |
Genetic lateral and amplitude tuning with rule selection for fuzzy control of heating, ventilating and air conditioning systems |
R Alcalá, J Alcala-Fdez, FJ Berlanga, MJ Gacto, F Herrera. |
2006 |
Improving fuzzy rule-based decision models by means of a genetic 2-tuples based tuning and the rule selection |
R Alcalá, J Alcalá-Fdez, FJ Berlanga, MJ Gacto, F Herrera. |
2006 |
Hybrid learning models to get the interpretability–accuracy trade-off in fuzzy modeling |
R Alcalá, J Alcalá-Fdez, J Casillas, O Cordón, F Herrera. |
2006 |
Genetic lateral and amplitude tuning of membership functions for fuzzy systems |
R Alcalá, J Alcalá-Fdez, MJ Gacto, F Herrera. |
2005 |
Genetic learning of the knowledge base of a fuzzy system by using the linguistic 2-tuples representation |
R Alcalá, J Alcalá-Fdez, F Herrera, J Otero. |
2005 |
Assessing the differences in accuracy between GFSs with bootstrap tests. |
L Sánchez, J Otero, J Alcalá-Fdez. |
2005 |
A new genetic fuzzy system based on linguistic 2-tuples to learn knowledge bases |
R Alcalá, J Alcalá-Fdez, F Herrera, J Otero. |
2005 |
Proyecto KEEL: Desarrollo de una herramienta para el análisis e implementación de algoritmos de extracción de conocimiento evolutivos |
J Alcalá-Fdez, MJ del Jesus, JM Garrell, F Herrera, C Herbás, L Sánchez. |
2004 |
Aprendizaje de Pesos y Selección Evolutiva para la Reducción de la Base de Reglas Difusas |
J Alcalá, R Alcalá, O Cordón, F Herrera. |
2004 |
Linguistic modeling with hierarchical systems of weighted linguistic rules |
R Alcalá, JR Cano, O Cordón, F Herrera, P Villar, I Zwir. |
2003 |
Genetic learning of accurate TS models based on local fuzzy prototyping. |
R Alcalá, J Alcalá-Fdez, J Casillas, O Cordón, F Herrera. |
2003 |