Francisco Herrera Triguero

Contact

herrera@de@wHLpxvcsai.ugr.es

Researcher Profile

Total Desde 2014:
Citas Total: 71817 Desde 2014: 41390
Índice H Total: 135 Desde 2014: 98
Índice i10 Total: 508 Desde 2014: 409

PApers (972)

Título Autores Año
A consensus model for large-scale linguistic group decision making with a feedback recommendation based on clustered personalized individual semantics and opposing consensus groups CC Li, Y Dong, F Herrera. 2019
Visualizing and rectifying different inconsistencies for fuzzy reciprocal preference relations Y Xu, F Herrera. 2019
Emerging topics and challenges of learning from noisy data in nonstandard classification: a survey beyond binary class noise RC Prati, J Luengo, F Herrera. 2019
Revisiting inconsistent judgements for incomplete fuzzy linguistic preference relations: Algorithms to identify and rectify ordinal inconsistencies Y Xu, F Ma, F Herrera. 2019
Analyze, Sense, Preprocess, Predict, Implement, and Deploy (ASPPID): An incremental methodology based on data analytics for cost-efficiently monitoring the industry 4.0 J Para, J Del Ser, AJ Nebro, U Zurutuza, F Herrera. 2019
Deep recurrent neural network for geographical entities disambiguation on social media data C Zuheros, S Tabik, A Valdivia, E Martínez-Cámara, F Herrera. 2019
The Inconsistencies on TripAdvisor Reviews: a Unified Index between Users and Sentiment Analysis Methods A Valdivia, E Hrabova, I Chaturvedi, MV Luzón, L Troiano, E Cambria, .... 2019
Detection of Fir Trees (Abies sibirica) Damaged by the Bark Beetle in Unmanned Aerial Vehicle Images with Deep Learning A Safonova, S Tabik, D Alcaraz-Segura, A Rubtsov, Y Maglinets, .... 2019
Bio-inspired computation: Where we stand and what's next J Del Ser, E Osaba, D Molina, XS Yang, S Salcedo-Sanz, D Camacho, .... 2019
A Review of Fingerprint Feature Representations and Their Applications for Latent Fingerprint Identification: Trends and Evaluation D Valdes-Ramirez, MA Medina-Pérez, R Monroy, O Loyola-González, .... 2019
Consensus Reaching in Social Network DeGroot Model: The Roles of the Self-confidence and Node Degree Z Ding, X Chen, Y Dong, F Herrera. 2019
Transforming Big Data into Smart Data: An insight on the use of k-Nearest Neighbours algorithm to obtain quality data I Triguero, J Maillo, D García, J Luengo, S García, F Herrera. 2019
E2SAM: Evolutionary Ensemble of Sentiment Analysis Methods for Domain Adaptation M López, A Valdivia, E Martínez-Cámara, MV Luzón, F Herrera. 2019
What do people think about this monument? Understanding negative reviews via deep learning, clustering and descriptive rules A Valdivia, E Martínez-Cámara, I Chaturvedi, MV Luzón, E Cambria, .... 2019
Special Issue on Hybrid Artificial Intelligence Systems from the HAIS 2017 Conference–Editorial FJM de Pisón Ascacíbar, F Herrera, A Abraham, M Wozniak, E Corchado. 2019
Consensus Evolution Networks: A Consensus Reaching tool for Managing Consensus Thresholds in Group Decision Making T Wu, X Liu, J Qin, F Herrera. 2019
Smartdata: data preprocessing to achieve smart data in R I Cordón, J Luengo, S García, F Herrera, F Charte. 2019
A Showcase of the Use of Autoencoders in Feature Learning Applications D Charte, F Charte, MJ del Jesus, F Herrera. 2019
Virtual learning environment to predict withdrawal by leveraging deep learning SU Hassan, H Waheed, NR Aljohani, M Ali, S Ventura, F Herrera. 2019
Life satisfaction evaluation in earthquake-hit area by the probabilistic linguistic GLDS method integrated with the logarithm-multiplicative analytic hierarchy process H Liao, J Yu, X Wu, A Al-Barakati, A Altalhi, F Herrera. 2019
SMOTE for Learning from Imbalanced Data: Progress and Challenges. Marking the 15-year Anniversary A Fernández, S Garcıa, F Herrera, NV Chawla. 2018
Personalized individual semantics based on consistency in hesitant linguistic group decision making with comparative linguistic expressions CC Li, RM Rodríguez, L Martínez, Y Dong, F Herrera. 2018
Distinguishing Between Facts and Opinions for Sentiment Analysis: Survey and Challenges I Chaturvedi, E Cambria, RE Welsch, F Herrera. 2018
Consistency of hesitant fuzzy linguistic preference relations: An interval consistency index CC Li, RM Rodríguez, F Herrera, L Martínez, Y Dong. 2018
Cognitive Computing: Human-Centered Computing with Cognitive Intelligence on Clouds M Chen, F Herrera, K Hwang. 2018
Automatic Handgun Detection Alarm in Videos Using Deep Learning R Olmos, S Tabik, F Herrera. 2018
Mining association rules on Big Data through MapReduce genetic programming F Padillo, JM Luna, F Herrera, S Ventura. 2018
A new hesitant fuzzy linguistic ORESTE method for hybrid multi-criteria decision making HC Liao, XL Wu, XD Liang, JP Xu, F Herrera. 2018
Intuitionistic fuzzy analytic network process HC Liao, XM Mi, ZS Xu, JP Xu, F Herrera. 2018
A continuous interval-valued linguistic ORESTE method for multi-criteria group decision making H Liao, X Wu, X Liang, JB Yang, DL Xu, F Herrera. 2018
An Insight into Bio-inspired and Evolutionary Algorithms for Global Optimization: Review, Analysis, and Lessons Learnt over a Decade of Competitions D Molina, A LaTorre, F Herrera. 2018
Teranga Go!: Carpooling Collaborative Consumption Community with multi-criteria hesitant fuzzy linguistic term set opinions to build confidence and trust R Montes, AM Sanchez, P Villar, F Herrera. 2018
Consensus Vote Models for Detecting and Filtering Neutrality in Sentiment Analysis A Valdivia, MV Luzón, E Cambria, F Herrera. 2018
CNC-NOS: Class Noise Cleaning by Ensemble Filtering and Noise Scoring J Luengo, SO Shim, S Alshomrani, A Altalhi, F Herrera. 2018
A multi-objective evolutionary approach to training set selection for support vector machine G Acampora, F Herrera, G Tortora, A Vitiello. 2018
Exploring Consistency for Hesitant Preference Relations in Decision Making: Discussing Concepts, Meaning and Taxonomy RM Rodriguez, Y Xu, L Martinez, F Herrera. 2018
Underground mining method selection with the hesitant fuzzy linguistic gained and lost dominance score method Z Fu, X Wu, H Liao, F Herrera. 2018
Surveying alignment-free features for Ortholog detection in related yeast proteomes by using supervised big data classifiers D Galpert, A Fernández, F Herrera, A Antunes, R Molina-Ruiz, .... 2018
SHADE with Iterative Local Search for Large-Scale Global Optimization D Molina, A LaTorre, F Herrera. 2018
On a new methodology for ranking fuzzy numbers and its application to real economic data A Roldan, C Roldán, F Herrera. 2018
The Use of Fuzzy Linguistic Information and Fuzzy Delphi Method to Validate by Consensus a Questionnaire in a Blended-Learning Environment J Morales, R Montes, N Zermeño, J Duran, F Herrera. 2018
A first study exploring the performance of the state-of-the art CNN model in the problem of breast cancer Y Benhammou, S Tabik, B Achchab, F Herrera. 2018
A First Study on the Use of Noise Filtering to Clean the Bags in Multi-Instance Classification J Luengo, D Sánchez-Tarragó, RC Prati, F Herrera. 2018
A First Step to Accelerating Fingerprint Matching Based on Deformable Minutiae Clustering AJ Sanchez, LF Romero, S Tabik, MA Medina-Pérez, F Herrera. 2018
Automatic whale counting in satellite images with deep learning E Guirado, S Tabik, ML Rivas, D Alcaraz-Segura, F Herrera. 2018
SMOTE-BD: An Exact and Scalable Oversampling Method for Imbalanced Classification in Big Data MJ Basgall, W Hasperué, M Naiouf, A Fernández, F Herrera. 2018
kNN-IS: An Iterative Spark-based design of the k-Nearest Neighbors classifier for big data J Maillo, S Ramírez, I Triguero, F Herrera. 2017
Managing consensus based on leadership in opinion dynamics Y Dong, Z Ding, L Martínez, F Herrera. 2017
A linear programming method for multiple criteria decision making with probabilistic linguistic information H Liao, L Jiang, Z Xu, J Xu, F Herrera. 2017
Deep-learning Versus OBIA for Scattered Shrub Detection with Google Earth Imagery: Ziziphus Lotus as Case Study E Guirado, S Tabik, D Alcaraz-Segura, J Cabello, F Herrera. 2017
Sentiment Analysis in TripAdvisor A Valdivia, MV Luzón, F Herrera. 2017
A snapshot of image pre-processing for convolutional neural networks: case study of MNIST FH S. Tabik D. Peralta, A. Herrera-Poyatos. 2017
Since CEC 2005 competition on real-parameter optimisation: a decade of research, progress and comparative analysis’s weakness C García-Martínez, PD Gutiérrez, D Molina, M Lozano, F Herrera. 2017
A Pareto Based Ensemble with Feature and Instance Selection for Learning from Multi-Class Imbalanced Datasets A Fernández, CJ Carmona, MJ Jesus, F Herrera. 2017
An Evolutionary Multi-Objective Model and Instance Selection for Support Vector Machines with Pareto-based Ensembles A Rosales-Perez, S Garcia, JA Gonzalez, CAC Coello, F Herrera. 2017
Chi-Spark-RS: An Spark-built evolutionary fuzzy rule selection algorithm in imbalanced classification for big data problems A Fernandez, E Almansa, F Herrera. 2017
A first attempt on global evolutionary undersampling for imbalanced big data I Triguero, M Galar, H Bustince, F Herrera. 2017
Sentiment Analysis on TripAdvisor: Are There Inconsistencies in User Reviews? A Valdivia, MV Luzón, F Herrera. 2017
Volume, variety and velocity in Data Science A Alonso-Betanzos, JA Gámez, F Herrera, JM Puerta, JC Riquelme. 2017
Neutrality in the sentiment analysis problem based on fuzzy majority A Valdivia, MV Luzón, F Herrera. 2017
A decision making model to evaluate the reputation in social networks using HFLTS R Montes, AM Sanchez, P Villar, F Herrera. 2017
The NoiseFiltersR Package: Label Noise Preprocessing in R P Morales, J Luengo, LPF Garcia, AC Lorena, AC de Carvalho, F Herrera. 2017
Analysis among winners of different IEEE CEC competitions on real-parameters optimization: Is there always improvement? D Molina, F Moreno-García, F Herrera. 2017
A Review of Distributed Data Models for Learning MÁ Rodríguez, A Fernández, A Peregrín, F Herrera. 2017
MapReduce distributed highly random fuzzy forest for noisy big data F Mustafic, F Herera, N Xiong, SR Gallego. 2017
Guest Editorial Special Section on Fuzzy Systems in Data Science J Lu, F Herrera, G Zhang. 2017
Guest Editorial: Recent Trends in Intelligent Systems JA Gámez, F Herrera, JM Puerta. 2017
Conference Report on 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2017)[Conference Reports] G Acampora, B Siciliano, H Hagras, F Herrera. 2017
Genetic and Memetic Algorithm with Diversity Equilibrium based on Greedy Diversification A Herrera-Poyatos, F Herrera. 2017
Big Data Supervised Pairwise Ortholog Detection in Yeasts DG Cañizares, S del Río García, F Herrera, EA Gallardo, A Antunes, .... 2017
A historical account of types of fuzzy sets and their relationships H Bustince, E Barrenechea, M Pagola, J Fernandez, Z Xu, B Bedregal, .... 2016
A Position and Perspective Analysis of Hesitant Fuzzy Sets on Information Fusion in Decision Making. Towards High Quality Progress RM Rodríguez, B Bedregal, H Bustince, YC Dong, B Farhadinia, .... 2016
Connecting the linguistic hierarchy and the numerical scale for the 2-tuple linguistic model and its use to deal with hesitant unbalanced linguistic information Y Dong, CC Li, F Herrera. 2016
Deriving the priority weights from incomplete hesitant fuzzy preference relations in group decision making Y Xu, L Chen, RM Rodríguez, F Herrera, H Wang. 2016
Multilabel Classification: Problem Analysis, Metrics and Techniques F Herrera, F Charte, AJ Rivera, MJ del Jesus. 2016
INFFC: An iterative class noise filter based on the fusion of classifiers with noise sensitivity control JA Sáez, M Galar, J Luengo, F Herrera. 2016
Evaluating the classifier behavior with noisy data considering performance and robustness: the Equalized Loss of Accuracy measure JA Sáez, J Luengo, F Herrera. 2016
A distance-based framework to deal with ordinal and additive inconsistencies for fuzzy reciprocal preference relations Y Xu, F Herrera, H Wang. 2016
Evolutionary undersampling for extremely imbalanced big data classification under apache spark I Triguero, M Galar, D Merino, J Maillo, H Bustince, F Herrera. 2016
A Coral Reefs Optimization algorithm with substrate layers and local search for large scale global optimization S Salcedo-Sanz, C Camacho-Gómez, D Molina, F Herrera. 2016
A first approach in evolutionary fuzzy systems based on the lateral tuning of the linguistic labels for big data classification A Fernández, S del Río, F Herrera. 2016
Comments on “Interval type-2 fuzzy sets are generalization of interval-valued fuzzy sets: towards a wide view on their relationship”[2] J Mendel, H Hagras, H Bustince Sola, F Herrera. 2016
A Review of Hesitant Fuzzy Sets: Quantitative and Qualitative Extensions RM Rodríguez, L Martínez, F Herrera, V Torra. 2016
Region-based Memetic Algorithm with Archive for multimodal optimisation B Lacroix, D Molina, F Herrera. 2016
A First Study on the Use of Boosting for Class Noise Reparation PM Álvarez, J Luengo, F Herrera. 2016
Fuzzy-Citation-KNN: a fuzzy nearest neighbor approach for multi-instance classification P Villar, R Montes, AM Sánchez, F Herrera. 2016
Designing optimal harmonic filters in power systems using greedy adaptive Differential Evolution M Leon, Y Zenlander, N Xiong, F Herrera. 2016
Trust management for multimedia big data Z Yan, J Liu, RH Deng, F Herrera. 2016
New Ordering-Based Pruning Metrics for Ensembles of Classifiers in Imbalanced Datasets M Galar, A Fernández, E Barrenechea, H Bustince, F Herrera. 2016
Big Data: Preprocesamiento y calidad de datos F Herrera. 2016
DESIGNING FUZZY SYSTEMS FOR BIG DATA: CHALLENGES AND OPPORTUNITIES F HERRERA. 2016
CONSISTENCY OF HESITANT FUZZY PREFERENCE RELATIONS RM RODRÍGUEZ, F HERRERA, Y XU, L MARTÍNEZ. 2016
On the Combination of Pairwise and Granularity Learning for Improving Fuzzy Rule-Based Classification Systems: GL-FARCHD-OVO P Villar, A Fernández, F Herrera. 2016
Minimizing adjusted simple terms in the consensus reaching process with hesitant linguistic assessments in group decision making Y Dong, X Chen, F Herrera. 2015
SMOTE–IPF: Addressing the noisy and borderline examples problem in imbalanced classification by a re-sampling method with filtering JA Sáez, J Luengo, J Stefanowski, F Herrera. 2015
Interval Type-2 Fuzzy Sets are generalization of Interval-Valued Fuzzy Sets: Towards a Wider view on their relationship H Bustince Sola, J Fernandez, H Hagras, F Herrera, M Pagola, .... 2015
A Compact Evolutionary Interval-Valued Fuzzy Rule-Based Classification System for the Modeling and Prediction of Real-World Financial Applications with Imbalanced Data J Sanz, D Bernardo, F Herrera, H Bustince Sola, H Hagras. 2015
Enhancing multi-class classification in FARC-HD fuzzy classifier: On the synergy between n-dimensional overlap functions and decomposition strategies M Elkano, M Galar, J Sanz, A Fernandez, E Barrenechea, F Herrera, .... 2015
The 2-tuple Linguistic Model: Computing with Words in Decision Making L Martínez, RM Rodriguez, F Herrera. 2015
An optimization-based approach to adjusting unbalanced linguistic preference relations to obtain a required consistency level Y Dong, CC Li, F Herrera. 2015
A mapreduce-based k-nearest neighbor approach for big data classification J Maillo, I Triguero, F Herrera. 2015
A web tool to support decision making in the housing market using hesitant fuzzy linguistic term sets FH R. Montes, A.M. Sánchez, P. Villar. 2015
A Walk into Metaheuristics for Engineering Optimization: Principles, Methods and Recent Trends N Xiong, D Molina, ML Ortiz, F Herrera. 2015
An Effective Big Data Supervised Imbalanced Classification Approach for Ortholog Detection in Related Yeast Species D Galpert, S del Río, F Herrera, E Ancede-Gallardo, A Antunes, .... 2015
Iterative hybridization of DE with local search for the CEC'2015 special session on large scale global optimization D Molina, F Herrera. 2015
Using the One-vs-One decomposition to improve the performance of class noise filters via an aggregation strategy in multi-class classification problems LPF Garcia, JA Sáez, J Luengo, AC Lorena, AC de Carvalho, F Herrera. 2015
An automatic extraction method of the domains of competence for learning classifiers using data complexity measures J Luengo, F Herrera. 2015
A Linguistic 2-Tuple Multicriteria Decision Making Model dealing with Hesitant Linguistic Information RM Rodrıguez, L Martınez, F Herrera. 2015
A tour on big data classification: Selected Computational Intelligence approaches F Herrera. 2015
Hibridación Iterativa de DE con Búsqueda Local con reinicio para problemas de alta dimensionalidad D Molina, F Herrera. 2015
Classification of binary imbalanced data using a bayesian ensemble of bayesian neural networks M Lázaro, F Herrera, AR Figueiras-Vidal. 2015
Improving the OVO performance in fuzzy rule-based classification systems by the genetic learning of the granularity level P Villar, A Fernández, R Montes, AM Sánchez, F Herreraz. 2015
Improving Pairwise Learning Classification in Fuzzy Rule Based Classification Systems Using Dynamic Classifier Selection A Fernández, M Galar, JA Sanz, H Bustince, F Herrera. 2015
Máster en Ciencia de Datos e Ingeniería de Computadores: una apuesta por la formación especializada en el sector de las TIC F Rojas Ruiz, A Cano Utrera, M Gómez Olmedo, J Ortega Lopera, .... 2015
Hesitant Fuzzy Sets: State of the Art and Future Directions RM Rodríguez, L Martínez, V Torra, ZS Xu, F Herrera. 2014
A Consensus Model to Detect and Manage Non-Cooperative Behaviors in Large Scale Group Decision Making I Palomares, L Martınez, F Herrera. 2014
Consensus under a fuzzy context: Taxonomy, analysis framework AFRYCA and experimental case of study I Palomares, FJ Estrella, L Martínez, F Herrera. 2014
Analyzing the presence of noise in multi-class problems: alleviating its influence with the One-vs-One decomposition JA Sáez, M Galar, J Luengo, F Herrera. 2014
A New Multi-Objective Evolutionary Algorithm for Mining a Reduced Set of Interesting Positive and Negative Quantitative Association Rules D Martin, A Rosete, J Alcalá-Fdez, F Herrera. 2014
Metsk-hd e: A multiobjective evolutionary algorithm to learn accurate tsk-fuzzy systems in high-dimensional and large-scale regression problems MJ Gacto, M Galende, R Alcalá, F Herrera. 2014
MENTOR: A graphical monitoring tool of preferences evolution in large-scale group decision making I Palomares, L Martínez, F Herrera. 2014
Statistical computation of feature weighting schemes through data estimation for nearest neighbor classifiers JA Sáez, J Derrac, J Luengo, F Herrera. 2014
An insight into the importance of national university rankings in an international context: the case of the I-UGR rankings of Spanish universities N Robinson-García, D Torres-Salinas, ED López-Cózar, F Herrera. 2014
Region Based Memetic Algorithm for real-parameter optimisation B Lacroix, D Molina, F Herrera. 2014
Hesitant Fuzzy Sets: An Emerging Tool in Decision Making. F Herrera, L Martínez-López, V Torra, Z Xu. 2014
Managing borderline and noisy examples in imbalanced classification by combining SMOTE with ensemble filtering JA Sáez, J Luengo, J Stefanowski, F Herrera. 2014
Connecting the numerical scale model to the unbalanced linguistic term sets Y Dong, CC Li, F Herrera. 2014
A preliminary study on fingerprint classification using fuzzy rule-based classification systems M Galar, J Sanz, M Pagola, H Bustince, F Herrera. 2014
Influence of regions on the memetic algorithm for the cec'2014 special session on real-parameter single objective optimisation D Molina, B Lacroix, F Herrera. 2014
Challenges of computing with words in decision making L Martínez, F Herrera. 2014
Big data: Procesando los datos en la sociedad digital F Herrera. 2014
Improving the behavior of the nearest neighbor classifier against noisy data with feature weighting schemes JA Sáez, J Derrac, J Luengo, F Herrera. 2014
Improving the Performance of FARC-HD in Multi-class Classification Problems Using the One-Versus-One Strategy and an Adaptation of the Inference System M Elkano, M Galar, J Sanz, E Barrenechea, F Herrera, H Bustince. 2014
Information Fusion: Greetings from the new Editor-in-Chief F Herrera. 2014
A group decision making model dealing with comparative linguistic expressions based on hesitant fuzzy linguistic term sets RM Rodríguez, L Martı́nez, F Herrera. 2013
A review of the application of multi-objective evolutionary fuzzy systems: Current status and further directions M Fazzolari, R Alcalá, Y Nojima, H Ishibuchi, F Herrera. 2013
Tackling the problem of classification with noisy data using Multiple Classifier Systems: Analysis of the performance and robustness JA Sáez, M Galar, J Luengo, F Herrera. 2013
Predicting noise filtering efficacy with data complexity measures for nearest neighbor classification JA Sáez, J Luengo, F Herrera. 2013
Variable mesh optimization for the 2013 CEC special session niching methods for multimodal optimization D Molina, A Puris, R Bello, F Herrera. 2013
On the use of biplot analysis for multivariate bibliometric and scientific indicators D Torres‐Salinas, N Robinson‐García, E Jiménez‐Contreras, F Herrera, .... 2013
The role of national university rankings in an international context: The case of the I-UGR Rankings of Spanish Universities N Robinson-García, JG Moreno-Torres, D Torres-Salinas, .... 2013
Dynamically updated region based memetic algorithm for the 2013 CEC special session and competition on real parameter single objective optimization B Lacroix, D Molina, F Herrera. 2013
Eliciting comparative linguistic expressions in group decision making RM Rodríguez, L Martínez, F Herrera. 2013
Special Issue on Evolutionary Fuzzy Systems EFSs R Alcalá, Y Nojima, H Ishibuchi, F Herrera. 2013
7th International Conference on Knowledge Management in Organizations: Service and Cloud Computing L Uden, F Herrera, JB Pérez, JMC Rodríguez. 2013
Fuzzy Clustering Approach for Non-cooperative Behavior Detection in Consensus Reaching Processes I Palomares, L Martínez, F Herrera. 2013
Hesitant Fuzzy Linguistic Terms Sets for Decision Making R Rodriguez, L Martinez, F Herrera. 2012
An overview on the 2-tuple linguistic model for computing with words in decision making: Extensions, applications and challenges L Martínez, F Herrera. 2012
A unifying view on dataset shift in classification JG Moreno-Torres, T Raeder, R Alaiz-Rodríguez, NV Chawla, F Herrera. 2012
SMOTE-RSB*: a hybrid preprocessing approach based on oversampling and undersampling for high imbalanced data-sets using SMOTE and rough sets theory E Ramentol, Y Caballero, R Bello, F Herrera. 2012
Study on the Impact of Partition-Induced Dataset Shift on -Fold Cross-Validation JG Moreno-Torres, JA Sáez, F Herrera. 2012
Grouping, Overlap and Generalized Bi-Entropic Functions for Fuzzy Modeling of Pairwise Comparisons H Bustince Sola, M Pagola, R Mesiar, E Hullermeier, F Herrera. 2012
Variable mesh optimization for continuous optimization problems A Puris, R Bello, D Molina, F Herrera. 2012
Integrating Instance Selection, Instance Weighting, and Feature Weighting for Nearest Neighbor Classifiers by Coevolutionary Algorithms. J Derrac, I Triguero, S García, F Herrera. 2012
Analysis of new niching genetic algorithms for finding multiple solutions in the job shop scheduling E Pérez, M Posada, F Herrera. 2012
Efecto de la agregación de universidades españolas en el Ranking de Shanghai (ARWU): caso de las comunidades autónomas y los campus de excelencia D Docampo, T Luque-Martínez, D Torres-Salinas, F Herrera. 2012
Missing data imputation for fuzzy rule-based classification systems J Luengo, JA Sáez, F Herrera. 2012
Ranking of research output of universities on the basis of the multidimensional prestige of influential fields: Spanish universities as a case of study JA García, R Rodriguez-Sánchez, J Fdez-Valdivia, D Torres-Salinas, .... 2012
Shared domains of competence of approximate learning models using measures of separability of classes J Luengo, F Herrera. 2012
A first study on decomposition strategies with data with class noise using decision trees JA Sáez, M Galar, J Luengo, F Herrera. 2012
COST SENSITIVE AND PREPROCESSING FOR CLASSIFICATION WITH IMBALANCED DATA-SETS: SIMILAR BEHAVIOUR AND POTENTIAL HYBRIDIZATIONS V López, A Fernández, MJ del Jesus, F Herrera. 2012
Region based memetic algorithm with LS chaining B Lacroix, D Molina, F Herrera. 2012
Aggregate ranking of Spain's universities in the Shanghai Ranking (ARWU): Effect on autonomous communities and campuses of international excellence D Docampo, F Herrera, T Luque-Martínez, D Torres-Salinas. 2012
Optimising real parameters using the information of a mesh of solutions: VMO algorithm A Puris, R Bello, D Molina, F Herrera. 2012
Algoritmos Basados en Nubes de Partıculas y Evolución Diferencial para el Problema de Optimización Continua: Un estudio experimental PD Gutiérrez, I Triguero, F Herrera. 2012
Modeling dynamics of a real-coded CHC algorithm in terms of dynamical probability distributions J Marín, D Molina, F Herrera. 2012
Linguistic Information: Issues and Analysis F Herrera, E Herrera-Viedma, L Martínez. 2012
Ranking of Research Output of Spanish Universities on the Basis of the Multidimensional Prestige of Influential Fields of Study JA García, R Rodríguez-Sánchez, J Fdez-Valdivia, D Torres-Salinas, .... 2012
A fast and scalable multi-objective genetic fuzzy system for linguistic fuzzy modeling in high-dimensional regression problems R Alcalá, M Gacto, F Herrera. 2011
Editorial scalability of evolutionary algorithms and other metaheuristics for large-scale continuous optimization problems M Lozano, D Molina, F Herrera. 2011
Memetic algorithms based on local search chains for large scale continuous optimisation problems: MA-SSW-Chains D Molina, M Lozano, AM Sánchez, F Herrera. 2011
A methodology for Institution-Field ranking based on a bidimensional analysis: the IFQ 2 A index D Torres-Salinas, JG Moreno-Torres, E Delgado-López-Cózar, F Herrera. 2011
Rankings ISI de las universidades españolas según campos científicos: descripción y resultados D Torres-Salinas, E Delgado-López-Cózar, J García-Moreno, F Herrera. 2011
Hesitant fuzzy linguistic term sets RM Rodríguez, L Martínez, F Herrera. 2011
Rankings ISI de las universidades españolas según campos y disciplinas científicas (2011) D Torres-Salinas, J García-Moreno-Torres, N Robinson-García, .... 2011
Fuzzy rule based classification systems versus crisp robust learners trained in presence of class noise's effects: a case of study JA Sáez, J Luengo, F Herrera. 2011
ISI rankings of universities in Spain by scientific field D Torres-Salinas, E Delgado-Lopez-Cozar, J Garcia-Moreno-Torres, .... 2011
Special issue on the trends in applied intelligence systems N García-Pedrajas, F Herrera, C Fyfe. 2011
Imputation of Missing Values J Luengo, S Garcıa, F Herrera. 2011
Prototype Generation for Nearest Neighbor Classification: Survey of Methods I Triguero, J Derrac, S Garcıa, F Herrera. 2011
A Multicriteria Linguistic Decision Making Model Dealing with Comparative Terms RM Rodríguez, L Martínez, F Herrera. 2011
On the Usefulness of Interval Valued Fuzzy Sets for Learning Fuzzy Rule Based Classification Systems F Herrera. 2011
A survey on the application of genetic programming to classification PG Espejo, S Ventura, F Herrera. 2010
Computing with words in decision support systems: An overview on models and applications L Martınez, D Ruan, F Herrera. 2010
Memetic algorithms for continuous optimisation based on local search chains D Molina, M Lozano, C García-Martínez, F Herrera. 2010
hg-index: A new index to characterize the scientific output of researchers based on the h-and g-indices S Alonso, FJ Cabrerizo, E Herrera-Viedma, F Herrera. 2010
MA-SW-Chains: Memetic algorithm based on local search chains for large scale continuous global optimization D Molina, M Lozano, F Herrera. 2010
Analysis of the efficacy of a Two-Stage methodology for ant colony optimization: Case of study with TSP and QAP A Puris, R Bello, F Herrera. 2010
Domains of competence of fuzzy rule based classification systems with data complexity measures: A case of study using a fuzzy hybrid genetic based machine learning method J Luengo, F Herrera. 2010
A preliminary study on overlapping and data fracture in imbalanced domains by means of genetic programming-based feature extraction JG Moreno-Torres, F Herrera. 2010
Genetics-based machine learning for rule induction: Taxonomy, experimental study and state of the art A Fernández, S García, J Luengo, E Bernadó-Mansilla, F Herrera. 2010
A first study on the noise impact in classes for fuzzy rule based classification systems JA Sáez, J Luengo, F Herrera. 2010
GUEST EDITORS'INTRODUCTION: SPECIAL ISSUE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS (ISDA'2009) F Herrera, F Marcelloni, V Loia. 2010
An extraction method for the characterization of the Fuzzy Rule Based Classification Systems' behavior using data complexity measures: A case of study with FH-GBML J Luengo, F Herrera. 2010
Special Issue on Decision Support Systems based on Computing with Words: Applications F Herrera, L Martínez. 2010
Genetic fuzzy systems for subgroup discovery. Models and applications F Herrera. 2010
Memetic algorithm with local search chaining for continuous optimization problems: A scalability test D Molina, M Lozano, F Herrera. 2009
Visualization and evolution of the scientific structure of fuzzy sets research in Spain AG López-Herrera, MJ Cobos, EH Viedma, F Herrera, RB Moreno, .... 2009
Diagnose of effective evolutionary prototype selection using an overlapping measure S García, JR Cano, E Bernadó-Mansilla, F Herrera. 2009
Hybrid crossover operators with multiple descendents for real‐coded genetic algorithms: Combining neighborhood‐based crossover operators AM Sánchez, M Lozano, P Villar, F Herrera. 2009
Foundations of Computational Intelligence Volume 2: Approximate Reasoning AE Hassanien, A Abraham, F Herrera. 2009
Estudio del desempeño de la optimización basada en mallas variables en problemas con óptimos en las fronteras del espacio búqueda R Navarro, A Puris, R Bello, F Herrera. 2009
Algoritmos genéticos multimodales: un estudio sobre la parametrización del método clearing aplicado al problema “Job Shop” ME Pérez, F Herrera. 2009
A memetic algorithm using local search chaining for black-box optimization benchmarking 2009 for noisy functions D Molina, M Lozano, F Herrera. 2009
A memetic algorithm using local search chaining forblack-box optimization benchmarking 2009 for noise free functions D Molina, M Lozano, F Herrera. 2009
ACOR hıbrido con múltiples colonias para problemas de optimización continua C Blum, P Cardoso, F Herrera. 2009
Study of the influence of the local search method in memetic algorithms for large scale continuous optimization problems D Molina, M Lozano, F Herrera. 2009
On the use of Measures of Separability of Classes to Characterise the Domains of Competence of a Fuzzy Rule Based Classification System. J Luengo, F Herrera. 2009
Domains of competence of artificial neural networks using measures of separability of classes J Luengo, F Herrera. 2009
Un algoritmo genético para selección de caracterí¿ sticas en sistemas de clasificación basados en reglas difusas para conjuntos de datos altamente no balanceados P Villar, A Fernández, A Sánchez, F Herrera. 2009
Data mining and hybrid intelligent systems F Xhafa, F Herrera, M Köppen. 2009
An extension on statistical comparisons of classifiers over multiple data sets for all pairwise comparisons S Garcıa, F Herrera. 2008
Genetic fuzzy systems: taxonomy, current research trends and prospects F Herrera. 2008
Global and local real-coded genetic algorithms based on parent-centric crossover operators C Garcia-Martinez, M Lozano, F Herrera, D Molina, AM Sánchez. 2008
An interactive decision support system based on consistency criteria S Alonso, FJ Cabrerizo, F Chiclana, F Herrera, E Herrera-Viedma. 2008
Memetic algorithm for intense local search methods using local search chains D Molina, M Lozano, C García-Martínez, F Herrera. 2008
Improvement to the cooperative rules methodology by using the ant colony system algorithm R Alcalá, J Casillas, O Cordón, F Herrera. 2008
Fuzzy Sets and Their Extensions: Representation, Aggregation and Models-Intelligent Systems from Decision Making to Data Mining, Web Intelligence and Computer Vision HB Sola, F Herrera, J Montero. 2008
Cooperative evolutionary learning of linguistic fuzzy rules and parametric aggregation connectors for Mamdani fuzzy systems FA Márquez, A Peregrín, F Herrera. 2007
Fuzzy Systems-A Study on the Use of the Fuzzy Reasoning Method Based on the Winning Rule vs. Voting Procedure for Classification with Imbalanced Data Sets A Fernandez, S Garcia, MJ Jesus, F Herrera. 2007
Algoritmo Memético con Intensidad de Búsqueda Local Adaptativa D Molina, F Herrera, M Lozano. 2007
Algoritmos Genéticos con Codificación Real: Operadores de Cruce Híbridos Basados en Entornos con Múltiples Descendientes F Herrera, M Lozano, AM Sánchez. 2007
Continuous scatter search: An analysis of the integration of some combination methods and improvement strategies F Herrera, M Lozano, D Molina. 2006
Hybrid learning models to get the interpretabilityÔÇôaccuracy trade-off in fuzzy modeling R Alcal├ í, J Alcal├ í-Fdez, J Casillas, O Cord├│ n, F Herrera. 2006
New trends in fuzzy modeling. part II: applications AM Alimi, F Herrera. 2006
New trends in the fuzzy modeling part I: novel approaches AM Alimi, F Herrera. 2006
Managing non-homogeneous information in group decision making F Herrera, L Martinez, PJ Sánchez. 2005
Genetic fuzzy systems: Status, critical considerations and future directions F Herrera. 2005
Hybrid crossover operators for real-coded genetic algorithms: an experimental study F Herrera, M Lozano, AM Sánchez. 2005
Adaptive local search parameters for real-coded memetic algorithms D Molina, F Herrera, M Lozano. 2005
A multigranular hierarchical linguistic model for design evaluation based on safety and cost analysis L Martínez, J Liu, JB Yang, F Herrera. 2005
Extracción de modelos predictivos e interpretables en conjuntos de datos de tamaño grande mediante la selección de conjuntos de entrenamiento JR Cano, F Herrera, M Lozano. 2005
Evolutionary inducción of descriptive fuzzy rules in a market problem MJ Del Jesus, P González, F Herrera, M Mesonero. 2005
Real-coded memetic algorithms with crossover hill-climbing M Lozano, F Herrera, N Krasnogor, D Molina. 2004
Un estudio empırico preliminar sobre los tests estadısticos más habituales en el aprendizaje automático F Herrera, C Hervás, J Otero, L Sánchez. 2004
Rationality of induced ordered weighted operators based on the reliability of the source of information in group decision–making F Chiclana, F Herrera, E Herrera-Viedma. 2004
Sistemas difusos evolutivos F Herrera. 2004
Interpretability issues in fuzzy modeling. Studies in Fuzziness and Soft Computing. LM J. Casillas, O. Cordon, F. Herrera. 2003
A taxonomy for the crossover operator for real‐coded genetic algorithms: An experimental study F Herrera, M Lozano, AM Sánchez. 2003
Accuracy improvements to find the balance interpretability-accuracy in linguistic fuzzy modeling: an overview J Casillas, O Cordon, F Herrera, L Magdalena. 2003
Fuzzy adaptive genetic algorithms: design, taxonomy, and future directions F Herrera, M Lozano. 2003
Finding multiple solutions in job shop scheduling by niching genetic algorithms E Pérez, F Herrera, C Hernández. 2003
Genetic adaption of rule connectives and conjunction operators in fuzzy rule based systems: an experimental comparative study. F Herrera, FA Márquez, A Peregrín. 2003
A Linguistic Decision Process for Evaluating the Installation of an Enterprise Resource Planning System F Herrera, E Herrera-Viedma, L Martınez, PJ Sánchez. 2003
-Combining Heterogeneous Information in Group Decision Making F Herrera, E Herrera-Viedma, L Martínez, PJ Sánche. 2003
Special Issue on Preference Modeling and Applications B De Baets, M Delgado, F Herrera, E Herrera-Viedma, JC Fodor, .... 2003
A linguistic decision model for promotion mix management solved with genetic algorithms F Herrera, E López, MA Rodriguez. 2002
Multiple crossover per couple with selection of the two best offspring: an experimental study with the BLX-α crossover operator for real-coded genetic algorithms F Herrera, M Lozano, E Pérez, AM Sánchez, P Villar. 2002
Techniques for Designing and RefiningLinguistic Fuzzy Models to Improve Their Accuracy F Herrera, O Cordon, R Alcalá, J Casillas. 2002
Guest Editorial: Ant Colony Optimization: Models and Applications O Cordon, F Herrera, T Stutzle. 2002
Group Decision Making Based on the Linguistic 2-Tuple Model in Heterogeneous Contexts. F Herrera, L Martinez. 2002
Ant colony optimization: models and applications O Cordón García, F Herrera, T Stützle. 2002
A model based on linguistic 2-tuples for dealing with multigranular hierarchical linguistic contexts in multi-expert decision-making F Herrera, L Martínez. 2001
The 2-tuple linguistic computational model: advantages of its linguistic description, accuracy and consistency F Herrera, L Martinez. 2001
Adaptive genetic operators based on coevolution with fuzzy behaviors F Herrera, M Lozano. 2001
A linguistic decision model for personnel management solved with a linguistic biobjective genetic algorithm F Herrera, E López, C Mendaña, MA Rodrı́guez. 2001
Nephrotic syndrome and anasarca status, secondary to treatment with tiopronin in a case of cystinuria]. NR Alvarez, AP Vidau, SC Rodríguez, PVJ Herrera, HM Suarez. 2001
A 2-tuple fuzzy linguistic representation model for computing with words F Herrera, L Martínez. 2000
An approach for combining linguistic and numerical information based on the 2-tuple fuzzy linguistic representation model in decision-making F Herrera, L Martinez. 2000
Gradual distributed real-coded genetic algorithms F Herrera, M Lozano. 2000
Two-loop real-coded genetic algorithms with adaptive control of mutation step sizes F Herrera, M Lozano. 2000
Adaptive control of the mutation probability by fuzzy logic controllers F Herrera, M Lozano. 2000
Hierarchical knowledge bases for fuzzy rule-based systems O Cordón, F Herrera, I Zwir. 2000
MOGUL: A methodology to obtain genetic fuzzy rule-based systems under the iterative rule learning approach O Cordón, MJ Del Jesus, F Herrera, M Lozano. 1999
Hierarchical distributed genetic algorithms F Herrera, M Lozano, C Moraga. 1999
Techniques for learning and tuning fuzzy rule-based systems for linguistic modeling and their application R Alcalá, J Casillas, O Cordón, F Herrera, I Zwir. 1999
Solving an assignment–selection problem with verbal information and using genetic algorithms F Herrera, E López, C Mendaña, MA Rodrı́guez. 1999
A linguistic decision model to suppliers selection in international purchasing F Herrera, E López, C Mendaña, MA Rodríguez. 1999
Solving an Assignment Problem under Linguistic Valuations with Genetic Algorithms F Herrera, E López, C Mendaña, MA Rodríguez. 1999
Characterisation of Implication Operators in Fuzzy Rule Based Systems from Basic Properties O Cordón, F Herrera, A Peregrín. 1999
Tackling real-coded genetic algorithms: Operators and tools for behavioural analysis F Herrera, M Lozano, JL Verdegay. 1998
A learning process for fuzzy control rules using genetic algorithms F Herrera, M Lozano, JL Verdegay. 1998
Hybrid distributed real-coded genetic algorithms F Herrera, M Lozano, C Moraga. 1998
Introduction: Genetic fuzzy systems F Herrera, L Magdalena. 1998
Adaptive genetic algorithms based on coevolution with fuzzy behaviors F Herrera, M Lozano. 1998
Computación Evolutiva. E Alba, C Cotta, F Herrera. 1998
Fuzzy connectives based crossover operators to model genetic algorithms population diversity F Herrera, M Lozano, JL Verdegay. 1997
Multi-stage genetic fuzzy systems based on the iterative rule learning approach A González Muñoz, F Herrera Triguero. 1997
A classified review on the combination fuzzy logic-genetic algorithms bibliography: 1989-1995 O Cord6n, F Herrera, M Lozano. 1997
A classified review on the combination fuzzy logic-genetic algorithms bibliography: 1989–1995 O Cordón, F Herrera, M Lozano. 1997
Genetic fuzzy systems: A tutorial F Herrera, L Magdalena. 1997
Fuzzy sets and operations research: perspectives F Herrera, JL Verdegay. 1997
Ten lectures on genetic fuzzy systems U Bodenhofer, F Herrera. 1997
Evolutionary design of TSK fuzzy rule-based systems using (μ, λ)-evolution strategies O Cordón, F Herrera. 1997
Applications of the linguistic OWA operator in group decision making F Herrera, E Herrera-Viedma, JL Verdegay. 1997
Heterogeneous distributed genetic algorithms based on the crossover operator F Herrera, M Lozano. 1997
Special issue on genetic fuzzy systems for control and robotics F Herrera. 1997
Gradual distributed genetic algorithms F Herrera, M Lozano, C Moraga. 1997
Adaptation of genetic algorithm parameters based on fuzzy logic controllers F Herrera, M Lozano. 1996
Genetic algorithms and soft computing F Herrera, JL Verdegay. 1996
Dynamic and heuristic fuzzy connectives-based crossover operators for controlling the diversity and convergence of real-coded genetic algorithms F Herrera, M Lozano, JL Verdegay. 1996
Adaptive genetic algorithms based on fuzzy techniques F Herrera, M Lozano. 1996
Heuristic crossovers for real-coded genetic algorithms based on fuzzy connectives F Herrera, M Lozano. 1996
Fuzzy boolean programming problems with fuzzy costs: A general study F Herrera, JL Verdegay. 1996
Making Decisions on Fuzzy Integer Linear Programming Problems F Herrera, JL Verdegay. 1996
Tuning fuzzy logic controllers by genetic algorithms F Herrera, M Lozano, JL Verdegay. 1995
Generating fuzzy rules from examples using genetic algorithms F Herrera, M Lozano, JL Verdegay. 1995
Three models of fuzzy integer linear programming F Herrera, JL Verdegay. 1995
Tackling fuzzy genetic algorithms F Herrera, M Lozano, JL Verdegay. 1995
Design of a control rules base based on genetic algorithms F Herrera, M Lozano, JL Verdegay. 1995
The use of fuzzy connectives to design real-coded genetic algorithms F Herrera Triguero, M Lozano, JL Verdegay. 1994
Applying genetic algorithms in fuzzy optimization problems F Herrera, M Lozano, JL Verdegay. 1994
On group decision making under linguistic preferences and fuzzy linguistic quantifiers F Herrera, JL Verdegay. 1994
Algoritmos Gen eticos: Fundamentos, Extensiones y Aplicaciones F Herrera, M Lozano, JL Verdegay. 1994
Homogeneous linear fuzzy functions and ranking methods in fuzzy linear programming problems F Herrera, JL Verdegay, M Kovács. 1994
Knowledge‐based systems and fuzzy boolean programming JL Castro, F Herrera, JL Verdegay. 1994
Models and Methods in Fuzzy Discrete Programming F Herrera. 1994
The Use of Fuzzy Connectives to Design F Herrera, M Lozano, JL Verdegay. 1994
Linguistic assessments in group decision F Herrera, JL Verdegay. 1993
Post-optimality analysis on the membership functions of a fuzzy linear programming problem M Delgado, F Herrera, JL Verdegay, MA Vila. 1993
A learning method of fuzzy reasoning by genetic algorithms JL Castro, M Delgado, F Herrera. 1993
Boolean programming problems with fuzzy constraints F Herrera, JL Verdegay, HJ Zimmermann. 1993
Optimality for fuzzified mathematical programming problems: a parametric approach F Herrera, M Kovacs, JL Verdegay. 1993
Genetic algorithms applications to fuzzy logic based systems F Herrera, M Lozano, JL Verdegay. 1993
Solving linear boolean programming problems with imprecise costs JL Castro, F Herrera, JL Verdegay. 1992
An optimum concept for fuzzified linear programming problems: a parametric approach F Herrera, M Kovács, JL Verdegay. 1992
Algoritmos Genéticos con Función de Evaluación Difusa y Aplicaciones JL Castro, M Delgado, F Herrera, JL Verdegay. 1992
ESTUDIO DE UN SISTEMA INTERACTIVO DE AYUDA A LA DECISION EN PROBLEMAS DE OPTMZACION DIFUSA JM Cadenas, F Herrera. 1992
Approaching fuzzy integer linear programming problems F Herrera, JL Verdegay. 1991
Problemas y algoritmos de programación entera difusa F Herrera Triguero. 1991
On Incompatibility Relations as Models of Potential Conflicts in Knowledge Based Systems JL Castro, F Herrera. 1991
Estudio de problemas de Programación Difusa Biobjetivo y su aplicación al Cálculo Proposicional JL Castro, F Herrera, JL Verdegay. 1991
Algoritmos y programas:: problemas JL Castro Peña, F Herrera Triguero, JF Verdegay López. 1990

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