Edit Profile (opens in new tab) Herrera, Francisco Co-Author Distance Author ID: herrera.francisco Published as: Herrera, Francisco; Herrera, F. Homepage: http://decsai.ugr.es/~herrera/ External Links: MGP · dblp Documents Indexed: 152 Publications since 1991, including 3 Books 11 Contributions as Editor Co-Authors: 117 Co-Authors with 152 Joint Publications 2,079 Co-Co-Authors all top 5 Co-Authors 1 single-authored 39 Herrera-Viedma, Enrique 35 Cordón, Oscar 25 Verdegay, José Luis 22 Chiclana, Francisco 18 Martínez, Luis Manuel 13 Alonso, Sergio 13 Lozano, Manuel 11 Casillas, Jorge 9 Alcalá, Rafael 9 Fernández, Alberto 9 Magdalena, Luis 9 Villar, Pedro 7 del Jesus, María José 7 Garcia, Salvador G. 6 Rodríguez, Rosa M. 5 Alcalá-Fdez, Jesús 5 Delgado, Miguel Ángel 5 Dong, Yucheng 5 Sánchez, Ana M. 4 Cano, Jose Ramón 4 García-Martínez, Carlos 4 Kovács, Margit 4 Molina, Daniel 4 Xu, Yejun 3 Bustince Sola, Humberto 3 Cornelis, Chris 3 Hoffmann, Frank 3 Li, Congcong 3 Peregrín, Antonio 3 Porcel, Carlos 3 Vila, Maria Amparo 2 Barrenechea, Edurne 2 Cabrerizo, Francisco Javier 2 Castro, Juan Luis 2 De Baets, Bernard 2 del Río, Sara 2 Del Ser, Javier 2 Ding, Zhaogang 2 Fernández de Viana, I. 2 Fodor, János C. 2 Gacto, María José 2 Galar, Mikel 2 Lobo, Jesus L. 2 Vluymans, Sarah 2 Xu, Zeshui 2 Zwir, Igor 1 Abraham, Ajith 1 Aguilera, J. J. 1 Alcalá-Fernández, J. 1 Alshomrani, Saleh 1 Altalhi, Abdulrahman Helal 1 Bawakid, Abdullah 1 Bello, Rafael 1 Bifet, Albert 1 Calderón, María 1 Carrasco, Ramón A. 1 Chawla, Nitesh V. 1 Chen, Xia 1 Cobo, Manuel J. 1 de la Montaña, J. 1 de Viana, Iñaki Fernández 1 Derrac, Joaquín 1 Ding, Ru-Xi 1 Elkano, Mikel 1 Fernández, Jesús 1 Figueiras-Vidal, Aníbal Ramón 1 Gomide, Fernando A. C. 1 Gonzalez, R. 1 Gou, Xunjie 1 Gu, Jing 1 Hassanien, Aboul Ella 1 Herrera, John C. 1 Iríbar, C. 1 Lacroix, Benjamin 1 Lázaro, Marcelino 1 Liao, Huchang 1 Liu, Bingsheng 1 Liu, Jun 1 Liu, Xia 1 López-Herrera, Antonio Gabriel 1 López, Álvaro G. 1 López, Enrique 1 Luque, María 1 Marichal, Erick 1 Márquez, Francisco 1 Martín-Bautista, María-José 1 Martínez, Boris 1 Mendaña, Cristina 1 Merelo, Juan Julián 1 Min, Rui 1 Montero, Javier 1 Montes, Rosana 1 Moraga, Claudio R. 1 Navío, M. 1 Osaba, Eneko 1 Palomares, Iván 1 Peralta, Daniel 1 Perez, Elena 1 Poyatos, M. C. 1 Ramírez-Gallego, Sergio ...and 18 more Co-Authors all top 5 Serials 23 Fuzzy Sets and Systems 22 Information Sciences 16 International Journal of Intelligent Systems 11 European Journal of Operational Research 9 International Journal of Approximate Reasoning 8 International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 7 Mathware & Soft Computing 4 Studies in Fuzziness and Soft Computing 3 Pattern Recognition 3 The Journal of Fuzzy Mathematics 2 Tatra Mountains Mathematical Publications 2 Soft Computing 2 Journal of Multiple-Valued Logic and Soft Computing 1 Kybernetika 1 Machine Learning 1 Artificial Intelligence Review 1 Archives of Control Sciences 1 The Journal of Artificial Intelligence Research (JAIR) 1 Journal of Heuristics 1 Mathematical Problems in Engineering 1 Data Mining and Knowledge Discovery 1 Scientia Iranica 1 Journal of Machine Learning Research (JMLR) 1 Journal of Intelligent and Fuzzy Systems 1 Fuzzy Optimization and Decision Making 1 International Journal of Hybrid Intelligent Systems 1 Advances in Fuzzy Systems – Applications and Theory 1 Studies in Computational Intelligence 1 Advances in Data Analysis and Classification. ADAC 1 International Journal of Information Technology & Decision Making all top 5 Fields 99 Computer science (68-XX) 37 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 35 Operations research, mathematical programming (90-XX) 13 Systems theory; control (93-XX) 12 Mathematical logic and foundations (03-XX) 11 General and overarching topics; collections (00-XX) 7 Statistics (62-XX) 2 Biology and other natural sciences (92-XX) 2 Information and communication theory, circuits (94-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 141 Publications have been cited 2,920 times in 1,478 Documents Cited by ▼ Year ▼ Some induced ordered weighted averaging operators and their use for solving group decision-making problems based on fuzzy preference relations. Zbl 1128.90513 Chiclana, F.; Herrera-Viedma, E.; Herrera, F.; Alonso, S. 198 2007 Direct approach processes in group decision making using linguistic OWA operators. Zbl 0870.90007 Herrera, F.; Herrera-Viedma, E.; Verdegay, J. L. 188 1996 Linguistic decision analysis: steps for solving decision problems under linguistic information. Zbl 1073.91528 Herrera, F.; Herrera-Viedma, E. 177 2000 Some issues on consistency of fuzzy preference relations. Zbl 1099.91508 Herrera-Viedma, E.; Herrera, F.; Chiclana, F.; Luque, M. 177 2004 Integrating three representation models in fuzzy multipurpose decision making based on fuzzy preference relations. Zbl 0932.91012 Chiclana, F.; Herrera, F.; Herrera-Viedma, E. 113 1998 A sequential section process in group decision making with a linguistic assessment approach. Zbl 0871.90002 Herrera, F.; Herrera-Viedma, E.; Verdegay, J. L. 113 1995 Integrating multiplicative preference relations in a multipurpose decision-making model based on fuzzy preference relations. Zbl 1098.90523 Chiclana, F.; Herrera, F.; Herrera-Viedma, E. 111 2001 A study on the use of non-parametric tests for analyzing the evolutionary algorithms’ behaviour: a case study on the CEC’2005 special session on real parameter optimization. Zbl 1191.68828 García, Salvador; Molina, Daniel; Lozano, Manuel; Herrera, Francisco 104 2009 A fusion approach for managing multi-granularity linguistic term sets in decision making. Zbl 0963.91025 Herrera, F.; Herrera-Viedma, E.; Martínez, Luis 89 2000 Multiperson decision-making based on multiplicative preference relations. Zbl 0980.90041 Herrera, F.; Herrera-Viedma, E.; Chiclana, F. 89 2001 A note on the internal consistency of various preference representations. Zbl 1027.91014 Chiclana, F.; Herrera, F.; Herrera-Viedma, E. 86 2002 An extension on “Statistical comparisons of classifiers over multiple data sets” for all pairwise comparisons. Zbl 1225.68178 García, Salvador; Herrera, Francisco 84 2008 Managing non-homogeneous information in group decision making. Zbl 1066.90533 Herrera, F.; Martínez, L.; Sánchez, P. J. 83 2005 A group decision making model dealing with comparative linguistic expressions based on hesitant fuzzy linguistic term sets. Zbl 1320.91050 Rodríguez, Rosa M.; Martínez, Luis; Herrera, Francisco 70 2013 Individual and social strategies to deal with ignorance situations in multi-person decision making. Zbl 1178.90175 Alonso, S.; Herrera-Viedma, E.; Chiclana, F.; Herrera, F. 69 2009 Linguistic measures based on fuzzy coincidence for reaching consensus in group decision making. Zbl 0949.68571 Herrera, F.; Herrera-Viedma, E.; Verdegay, J. L. 64 1997 A consistency-based procedure to estimate missing pairwise preference values. Zbl 1148.68470 Alonso, S.; Chiclana, F.; Herrera, F.; Herrera-Viedma, E.; Alcalá-Fernández, J.; Porcel, C. 62 2008 Choice functions and mechanisms for linguistic preference relations. Zbl 0984.68156 Herrera, F.; Herrera-Viedma, E. 60 2000 An approach for combining linguistic and numerical information based on the 2-tuple fuzzy linguistic representation model in decision-making. Zbl 1113.68518 Herrera, F.; Martinez, L. 54 2000 Tackling real-coded genetic algorithms: operators and tools for behavioural analysis. Zbl 0905.68116 Herrera, F.; Lozano, M.; Verdegay, J. L. 50 1998 Group decision making with incomplete fuzzy linguistic preference relations. Zbl 1162.68647 Alonso, S.; Cabrerizo, F. J.; Chiclana, F.; Herrera, F.; Herrera-Viedma, E. 48 2009 A note on the reciprocity in the aggregation of fuzzy preference relations using OWA operators. Zbl 1056.91016 Chiclana, F.; Herrera, F.; Herrera-Viedma, E.; Martínez, L. 43 2003 Ten years of genetic fuzzy systems: Current framework and new trends. Zbl 1050.93513 Cordón, O.; Gomide, F.; Herrera, F.; Hoffmann, F.; Magdalena, L. 40 2004 Managing consensus based on leadership in opinion dynamics. Zbl 1429.91260 Dong, Yucheng; Ding, Zhaogang; Martínez, Luis; Herrera, Francisco 40 2017 Genetic fuzzy systems. Evolutionary tuning and learning of fuzzy knowledge bases. Zbl 1042.68098 Cordón, Oscar; Herrera, Francisco; Hoffmann, Frank; Magdalena, Luis 39 2001 The 2-tuple linguistic computational model: Advantages of its linguistic description, accuracy and consistency. Zbl 1113.68519 Herrera, F.; Martinez, L. 34 2001 A study of the origin and uses of the ordered weighted geometric operator in multicriteria decision making. Zbl 1037.68133 Herrera, F.; Herrera-Viedma, E.; Chiclana, F. 33 2003 Induced ordered weighted geometric operators and their use in the aggregation of multiplicative preference relations. Zbl 1105.68095 Chiclana, F.; Herrera-Viedma, E.; Herrera, F.; Alonso, S. 32 2004 A taxonomy for the crossover operator for real-coded genetic algorithms: An experimental study. Zbl 1048.68067 Herrera, F.; Lozano, M.; Sánchez, A. M. 26 2003 Three models of fuzzy integer linear programming. Zbl 0899.90160 Herrera, F.; Verdegay, J. L. 24 1995 The ordered weighted geometric operator: Properties and application in MCDM problems. Zbl 1015.68182 Chiclana, Francisco; Herrera, Francisco; Herrera-Viedma, Enrique 23 2002 A taxonomy and an empirical analysis of multiple objective ant colony optimization algorithms for the bi-criteria TSP. Zbl 1114.90103 García-Martínez, C.; Cordón, O.; Herrera, F. 22 2007 Global and local real-coded genetic algorithms based on parent-centric crossover operators. Zbl 1146.90532 García-Martínez, C.; Lozano, M.; Herrera, F.; Molina, D.; Sánchez, A. M. 22 2008 A learning procedure to estimate missing values in fuzzy preference relations based on additive consistency. Zbl 1109.68534 Alonso, Sergio; Chiclana, Francisco; Herrera, Francisco; Herrera-Viedma, Enrique 21 2004 Fuzzy sets and their extensions: representation, aggregation and models. Intelligent systems from decision making to data mining, web intelligence and computer vision. Zbl 1130.68004 21 2008 Interpretability issues in fuzzy modeling. Zbl 1015.00012 21 2003 Tuning fuzzy logic controllers by genetic algorithms. Zbl 0875.93242 Herrera, F.; Lozano, M.; Verdegay, J. L. 20 1995 Applicability of the fuzzy operators in the design of fuzzy logic controllers. Zbl 0925.93511 Cordón, O.; Herrera, F.; Peregrín, A. 19 1997 Large-scale group decision making model based on social network analysis: trust relationship-based conflict detection and elimination. Zbl 1431.91114 Liu, Bingsheng; Zhou, Qi; Ding, Ru-Xi; Palomares, Iván; Herrera, Francisco 19 2019 A three-stage evolutionary process for learning descriptive and approximate fuzzy-logic-controller knowledge bases from examples. Zbl 1078.93541 Cordón, O.; Herrera, F. 18 1997 Continuous scatter search: an analysis of the integration of some combination methods and improvement strategies. Zbl 1079.90176 Herrera, F.; Lozano, M.; Molina, D. 16 2006 An optimization-based approach to adjusting unbalanced linguistic preference relations to obtain a required consistency level. Zbl 1355.91026 Dong, Yucheng; Li, Cong-Cong; Herrera, Francisco 15 2015 A distance-based framework to deal with ordinal and additive inconsistencies for fuzzy reciprocal preference relations. Zbl 1388.91091 Xu, Yejun; Herrera, Francisco; Wang, Huimin 14 2016 A multi-objective genetic algorithm for tuning and rule selection to obtain accurate and compact linguistif fuzzy rule-based systems. Zbl 1147.68063 Alcalá, R.; Gacto, M. J.; Herrera, F.; Alcalá-Fdez, J. 13 2007 SMOTE for learning from imbalanced data: progress and challenges, marking the 15-year anniversary. Zbl 1443.68147 Fernández, Alberto; García, Salvador; Herrera, Francisco; Chawla, Nitesh V. 13 2018 A note on the estimation of missing pairwise preference values: a uniform constistency based method. Zbl 1185.91070 Chiclana, Francisco; Herrera-Viedma, Enrique; Alonso, Sergio; Herrera, Francisco 13 2008 Fuzzy boolean programming problems with fuzzy costs: A general study. Zbl 0879.90184 Herrera, F.; Verdegay, J. L. 13 1996 Visualizing and rectifying different inconsistencies for fuzzy reciprocal preference relations. Zbl 1425.91136 Xu, Yejun; Herrera, Francisco 13 2019 A genetic learning process for the scaling factors, granularity and contexts of the fuzzy rule-based system data base. Zbl 0996.68157 Cordón, O.; Herrera, F.; Magdalena, L.; Villar, P. 11 2001 Genetic feature selection in a fuzzy rule-based classification system learning process for high-dimensional problems. Zbl 0996.68158 Casillas, J.; Cordón, O.; Del Jesus, M. J.; Herrera, F. 11 2001 Accuracy improvements in linguistic fuzzy modeling. Zbl 1040.68116 11 2003 Genetic learning of accurate and compact fuzzy rule based systems based on the 2-tuples linguistic representation. Zbl 1109.68087 Alcalá, Rafael; Alcalá-Fdez, Jesús; Herrera, Francisco; Otero, José 10 2007 A communication model based on the 2-tuple fuzzy linguistic representation for a distributed intelligent agent system on Internet. Zbl 1027.68552 Delgado, M.; Herrera, F.; Herrera-Viedma, E.; Martin-Bautista, M. J.; Martínez, L.; Vila, M. A. 10 2002 Interpetability improvements to find the balance interpretability-accuracy in fuzzy modeling: An overview. Zbl 1048.93003 Casillas, Jorge; Cordón, Oscar; Herrera, Francisco; Magdalena, Luis 10 2003 A classification method of alternatives for multiple preference ordering criteria based on fuzzy majority. Zbl 0870.90003 Chiclana, F.; Herrera, F.; Herrera-Viedma, E.; Poyatos, M. C. 10 1996 Boolean programming problems with fuzzy constraints. Zbl 0790.90079 Herrera, F.; Verdegay, J. L.; Zimmermann, H.-J. 10 1993 A memetic algorithm for evolutionary prototype selection: A scaling up approach. Zbl 1149.68411 García, Salvador; Cano, José Ramón; Herrera, Francisco 9 2008 Analysis and guidelines to obtain a good uniform fuzzy partition granularity for fuzzy rule-based systems using simulated annealing. Zbl 0970.68575 Cordón, Oscar; Herrera, Francisco; Villar, Pedro 9 2000 On the combination of fuzzy logic and evolutionary computation: A short review and bibliography. Zbl 0929.68068 Cordon, O.; Herrera, F.; Lozano, M. 9 1997 A multigranular hierarchical linguistic model for design evaluation based on safety and cost analysis. Zbl 1085.68168 Martínez, Luis; Liu, Jun; Yang, Jian-Bo; Herrera, Francisco 9 2005 Genetic algorithms and soft computing. Zbl 0870.68019 9 1996 Approaching fuzzy integer linear programming problems. Zbl 0766.90085 Herrera, F.; Verdegay, J. L. 9 1991 Connecting the linguistic hierarchy and the numerical scale for the 2-tuple linguistic model and its use to deal with hesitant unbalanced linguistic information. Zbl 1428.68297 Dong, Yucheng; Li, Cong-Cong; Herrera, Francisco 9 2016 Consistency of hesitant fuzzy linguistic preference relations: an interval consistency index. Zbl 1444.91083 Li, Cong-Cong; Rodríguez, Rosa M.; Martínez, Luis; Dong, Yucheng; Herrera, Francisco 9 2018 On a new methodology for ranking fuzzy numbers and its application to real economic data. Zbl 1397.03085 Roldán López de Hierro, Antonio Francisco; Roldán, Concepción; Herrera, Francisco 9 2018 Hybridizing genetic algorithms with sharing scheme and evolution strategies for designing approximate fuzzy rule-based systems. Zbl 0985.68049 Cordón, O.; Herrera, F. 8 2001 Incorporating filtering techniques in a fuzzy linguistic multi-agent model for information gathering on the web. Zbl 1071.68536 Herrera-Viedma, E.; Herrera, F.; Martínez, L.; Herrera, J. C.; López, A. G. 8 2004 Hybrid crossover operators for real-coded genetic algorithms: an experimental study. Zbl 1066.68155 Herrera, F.; Lozano, M.; Sánchez, A. M. 8 2005 Optimality for fuzzified mathematical programming problems: A parametric approach. Zbl 0790.90078 Herrera, F.; Kovács, M.; Verdegay, J. L. 8 1993 The 2-tuple linguistic model. Computing with words in decision making. Zbl 1350.91006 Martínez, Luis; Rodriguez, Rosa M.; Herrera, Francisco 8 2015 Multi-stage genetic fuzzy systems based on the iterative rule learning approach. Zbl 0893.68121 González, Antonio; Herrera, Francisco 7 1997 Hierarchical fuzzy rule based classification systems with genetic rule selection for imbalanced data-sets. Zbl 1191.68497 Fernández, Alberto; José del Jesus, María; Herrera, Francisco 7 2009 Dynamic and heuristic fuzzy connectives-based crossover operators for controlling the diversity and convergence of real-coded genetic algorithms. Zbl 0869.68052 Herrera, F.; Lozano, M.; Verdegay, J. L. 7 1996 Group decision making with double hierarchy hesitant fuzzy linguistic preference relations: consistency based measures, index and repairing algorithms and decision model. Zbl 1452.91086 Gou, Xunjie; Liao, Huchang; Xu, Zeshui; Min, Rui; Herrera, Francisco 7 2019 Consensus reaching in social network DeGroot model: the roles of the self-confidence and node degree. Zbl 1454.91156 Ding, Zhaogang; Chen, Xia; Dong, Yucheng; Herrera, Francisco 7 2019 Solving multi-class problems with linguistic fuzzy rule based classification systems based on pairwise learning and preference relations. Zbl 1209.68412 Fernández, Alberto; Calderón, María; Barrenechea, Edurne; Bustince, Humberto; Herrera, Francisco 6 2010 MOGUL: A methodology to obtain genetic fuzzy rule-based systems under the iterative rule learning approach. Zbl 0941.68750 Cordón, O.; del Jesus, M. J.; Herrera, F.; Lozano, M. 6 1999 An interactive decision support system based on consistency criteria. Zbl 1236.68287 Alonso, S.; Cabrerizo, F. J.; Chiclana, F.; Herrera, F.; Herrera-Viedma, E. 6 2008 Identification of linguistic fuzzy models by means of genetic algorithms. Zbl 0899.93008 Cordón, Oscar; Herrera, Francisco 6 1997 Post-optimality analysis on the membership functions of a fuzzy linear programming problem. Zbl 0790.90077 Delgado, M.; Herrera, F.; Verdegay, J. L.; Vila, M. A. 6 1993 Knowledge-based systems and fuzzy boolean programming. Zbl 0813.90125 Castro, J. L.; Herrera, F.; Verdegay, J. L. 6 1994 A consensus process based on regret theory with probabilistic linguistic term sets and its application in venture capital. Zbl 1525.90235 Tian, Xiaoli; Xu, Zeshui; Gu, Jing; Herrera, Francisco 6 2021 Multi-label classification using a fuzzy rough neighborhood consensus. Zbl 1436.68313 Vluymans, Sarah; Cornelis, Chris; Herrera, Francisco; Saeys, Yvan 6 2018 Social network group decision making: managing self-confidence-based consensus model with the dynamic importance degree of experts and trust-based feedback mechanism. Zbl 1460.91197 Liu, Xia; Xu, Yejun; Montes, Rosana; Herrera, Francisco 6 2019 Fuzzy sets and operations research: Perspectives. Zbl 0921.90147 Herrera, F.; Verdegay, J. L. 5 1997 Learning the membership function contexts for mining fuzzy association rules by using genetic algorithms. Zbl 1187.68377 Alcalá-Fdez, Jesús; Alcalá, Rafael; Gacto, María José; Herrera, Francisco 5 2009 A greedy randomized adaptive search procedure applied to the clustering problem as an initialization process using K-means as a local search procedure. Zbl 1065.68521 Cano, J. R.; Cordón, O.; Herrera, F.; Sánchez, L. 5 2002 Using different transitivity properties to deal with incomplete fuzzy preference relations in group decision making environments. Zbl 1171.68719 Alonso, S.; Herrera-Viedma, E.; Herrera, F.; Chiclana, F. 5 2008 A linguistic decision model for promotion mix management solved with genetic algorithms. Zbl 1027.91016 Herrera, F.; López, E.; Rodríguez, M. A. 5 2002 A review on the ant colony optimization metaheuristic: Basis, models and new trends. Zbl 1175.90426 Cordón, O.; Herrera, F.; Stützle, T. 5 2002 Multiple instance learning. Foundations and algorithms. Zbl 1398.68008 Herrera, Francisco; Ventura, Sebastián; Bello, Rafael; Cornelis, Chris; Zafra, Amelia; Sánchez-Tarragó, Dánel; Vluymans, Sarah 5 2016 Rationality of induced ordered weighted operators based on the reliability of the source of information in group decision-making. Zbl 1249.91027 Chiclana, Francisco; Herrera, Francisco; Herrera-Viedma, Enrique 4 2004 Special issue: Recent advances in genetic fuzzy systems. Selected papers of the 8th international conference on information processing and management of uncertainty in knowledge-based systems (IPMU 2000), Madrid, Spain, July 3–7, 2000. Zbl 0990.00074 4 2001 Learning cooperative linguistic fuzzy rules using the Best-Worst Ant System algorithm. Zbl 1101.68949 Casillas, Jorge; Cordón, Oscar; de Viana, Iñaki Fernández; Herrera, Francisco 4 2005 FRPS: a fuzzy rough prototype selection method. Zbl 1323.68445 Verbiest, Nele; Cornelis, Chris; Herrera, Francisco 4 2013 Empowering difficult classes with a similarity-based aggregation in multi-class classification problems. Zbl 1335.68201 Galar, Mikel; Fernández, Alberto; Barrenechea, Edurne; Herrera, Francisco 4 2014 Linguistic modeling with hierarchical systems of weighted linguistic rules. Zbl 1026.68141 Alcalá, Rafael; Cano, Jose Ramón; Cordón, Oscar; Herrera, Francisco; Villar, Pedro; Zwir, Igor 4 2003 Analysis of the best-worst ant system and its variants on the TSP. Zbl 1107.90430 Cordón, O.; Fernández de Viana; Herrera, F. 4 2002 A two-step communication opinion dynamics model with self-persistence and influence index for social networks based on the DeGroot model. Zbl 1457.91316 Zhou, Qinyue; Wu, Zhibin; Altalhi, Abdulrahman H.; Herrera, Francisco 4 2020 Exploring consistency for hesitant preference relations in decision making: discussing concepts, meaning and taxonomy. Zbl 1400.91143 Rodríguez, Rosa M.; Xu, Yejun; Martínez, Luis; Herrera, Francisco 4 2018 A consensus process based on regret theory with probabilistic linguistic term sets and its application in venture capital. Zbl 1525.90235 Tian, Xiaoli; Xu, Zeshui; Gu, Jing; Herrera, Francisco 6 2021 LUNAR: cellular automata for drifting data streams. Zbl 1475.68198 L. Lobo, Jesus; Del Ser, Javier; Herrera, Francisco 1 2021 A two-step communication opinion dynamics model with self-persistence and influence index for social networks based on the DeGroot model. Zbl 1457.91316 Zhou, Qinyue; Wu, Zhibin; Altalhi, Abdulrahman H.; Herrera, Francisco 4 2020 Large-scale group decision making model based on social network analysis: trust relationship-based conflict detection and elimination. Zbl 1431.91114 Liu, Bingsheng; Zhou, Qi; Ding, Ru-Xi; Palomares, Iván; Herrera, Francisco 19 2019 Visualizing and rectifying different inconsistencies for fuzzy reciprocal preference relations. Zbl 1425.91136 Xu, Yejun; Herrera, Francisco 13 2019 Group decision making with double hierarchy hesitant fuzzy linguistic preference relations: consistency based measures, index and repairing algorithms and decision model. Zbl 1452.91086 Gou, Xunjie; Liao, Huchang; Xu, Zeshui; Min, Rui; Herrera, Francisco 7 2019 Consensus reaching in social network DeGroot model: the roles of the self-confidence and node degree. Zbl 1454.91156 Ding, Zhaogang; Chen, Xia; Dong, Yucheng; Herrera, Francisco 7 2019 Social network group decision making: managing self-confidence-based consensus model with the dynamic importance degree of experts and trust-based feedback mechanism. Zbl 1460.91197 Liu, Xia; Xu, Yejun; Montes, Rosana; Herrera, Francisco 6 2019 SMOTE for learning from imbalanced data: progress and challenges, marking the 15-year anniversary. Zbl 1443.68147 Fernández, Alberto; García, Salvador; Herrera, Francisco; Chawla, Nitesh V. 13 2018 Consistency of hesitant fuzzy linguistic preference relations: an interval consistency index. Zbl 1444.91083 Li, Cong-Cong; Rodríguez, Rosa M.; Martínez, Luis; Dong, Yucheng; Herrera, Francisco 9 2018 On a new methodology for ranking fuzzy numbers and its application to real economic data. Zbl 1397.03085 Roldán López de Hierro, Antonio Francisco; Roldán, Concepción; Herrera, Francisco 9 2018 Multi-label classification using a fuzzy rough neighborhood consensus. Zbl 1436.68313 Vluymans, Sarah; Cornelis, Chris; Herrera, Francisco; Saeys, Yvan 6 2018 Exploring consistency for hesitant preference relations in decision making: discussing concepts, meaning and taxonomy. Zbl 1400.91143 Rodríguez, Rosa M.; Xu, Yejun; Martínez, Luis; Herrera, Francisco 4 2018 Managing consensus based on leadership in opinion dynamics. Zbl 1429.91260 Dong, Yucheng; Ding, Zhaogang; Martínez, Luis; Herrera, Francisco 40 2017 Fuzzy rule based classification systems for big data with MapReduce: granularity analysis. Zbl 1414.68055 Fernández, Alberto; del Río, Sara; Bawakid, Abdullah; Herrera, Francisco 1 2017 A distance-based framework to deal with ordinal and additive inconsistencies for fuzzy reciprocal preference relations. Zbl 1388.91091 Xu, Yejun; Herrera, Francisco; Wang, Huimin 14 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. Zbl 1428.68297 Dong, Yucheng; Li, Cong-Cong; Herrera, Francisco 9 2016 Multiple instance learning. Foundations and algorithms. Zbl 1398.68008 Herrera, Francisco; Ventura, Sebastián; Bello, Rafael; Cornelis, Chris; Zafra, Amelia; Sánchez-Tarragó, Dánel; Vluymans, Sarah 5 2016 A review of hesitant fuzzy sets: quantitative and qualitative extensions. Zbl 1423.03225 Rodríguez, Rosa M.; Martínez, Luis; Herrera, Francisco; Torra, Vicenç 3 2016 An optimization-based approach to adjusting unbalanced linguistic preference relations to obtain a required consistency level. Zbl 1355.91026 Dong, Yucheng; Li, Cong-Cong; Herrera, Francisco 15 2015 The 2-tuple linguistic model. Computing with words in decision making. Zbl 1350.91006 Martínez, Luis; Rodriguez, Rosa M.; Herrera, Francisco 8 2015 Evolutionary feature selection for big data classification: a MapReduce approach. Zbl 1395.62170 Peralta, Daniel; del Río, Sara; Ramírez-Gallego, Sergio; Triguero, Isaac; Benitez, Jose M.; Herrera, Francisco 3 2015 Empowering difficult classes with a similarity-based aggregation in multi-class classification problems. Zbl 1335.68201 Galar, Mikel; Fernández, Alberto; Barrenechea, Edurne; Herrera, Francisco 4 2014 Preface: Challenges of computing with words in decision making. Zbl 1321.00107 2 2014 Region based memetic algorithm for real-parameter optimisation. Zbl 1329.90177 Lacroix, Benjamin; Molina, Daniel; Herrera, Francisco 1 2014 A group decision making model dealing with comparative linguistic expressions based on hesitant fuzzy linguistic term sets. Zbl 1320.91050 Rodríguez, Rosa M.; Martínez, Luis; Herrera, Francisco 70 2013 FRPS: a fuzzy rough prototype selection method. Zbl 1323.68445 Verbiest, Nele; Cornelis, Chris; Herrera, Francisco 4 2013 Solving multi-class problems with linguistic fuzzy rule based classification systems based on pairwise learning and preference relations. Zbl 1209.68412 Fernández, Alberto; Calderón, María; Barrenechea, Edurne; Bustince, Humberto; Herrera, Francisco 6 2010 IFS-CoCo: instance and feature selection based on cooperative coevolution with nearest neighbor rule. Zbl 1191.68563 Derrac, Joaquín; García, Salvador; Herrera, Francisco 1 2010 A study on the use of non-parametric tests for analyzing the evolutionary algorithms’ behaviour: a case study on the CEC’2005 special session on real parameter optimization. Zbl 1191.68828 García, Salvador; Molina, Daniel; Lozano, Manuel; Herrera, Francisco 104 2009 Individual and social strategies to deal with ignorance situations in multi-person decision making. Zbl 1178.90175 Alonso, S.; Herrera-Viedma, E.; Chiclana, F.; Herrera, F. 69 2009 Group decision making with incomplete fuzzy linguistic preference relations. Zbl 1162.68647 Alonso, S.; Cabrerizo, F. J.; Chiclana, F.; Herrera, F.; Herrera-Viedma, E. 48 2009 Hierarchical fuzzy rule based classification systems with genetic rule selection for imbalanced data-sets. Zbl 1191.68497 Fernández, Alberto; José del Jesus, María; Herrera, Francisco 7 2009 Learning the membership function contexts for mining fuzzy association rules by using genetic algorithms. Zbl 1187.68377 Alcalá-Fdez, Jesús; Alcalá, Rafael; Gacto, María José; Herrera, Francisco 5 2009 Special issue: Selected papers based on the presentations at the 8th international FLINS conference on computational intelligence in decision and control, Madrid, Spain, September 21–24, 2008. Zbl 1205.68014 3 2009 Hybrid crossover operators with multiple descendents for real-coded genetic algorithms: Combining neighborhood-based crossover operators. Zbl 1178.68651 Sánchez, Ana M.; Lozano, Manuel; Villar, Pedro; Herrera, Francisco 2 2009 A fuzzy model to evaluate the suitability of installing an enterprise resource planning system. Zbl 1166.90345 Sánchez, P. J.; Martínez, L.; García-Martínez, C.; Herrera, F.; Herrera-Viedma, E. 2 2009 Fuzzy evolutionary algorithms and genetic fuzzy systems: A positive collaboration between evolutionary algorithms and fuzzy systems. Zbl 1184.68601 Herrera, F.; Lozano, M. 1 2009 Foundations of computational intelligence. Volume 2: Approximate reasoning. Zbl 1189.68139 1 2009 An extension on “Statistical comparisons of classifiers over multiple data sets” for all pairwise comparisons. Zbl 1225.68178 García, Salvador; Herrera, Francisco 84 2008 A consistency-based procedure to estimate missing pairwise preference values. Zbl 1148.68470 Alonso, S.; Chiclana, F.; Herrera, F.; Herrera-Viedma, E.; Alcalá-Fernández, J.; Porcel, C. 62 2008 Global and local real-coded genetic algorithms based on parent-centric crossover operators. Zbl 1146.90532 García-Martínez, C.; Lozano, M.; Herrera, F.; Molina, D.; Sánchez, A. M. 22 2008 Fuzzy sets and their extensions: representation, aggregation and models. Intelligent systems from decision making to data mining, web intelligence and computer vision. Zbl 1130.68004 21 2008 A note on the estimation of missing pairwise preference values: a uniform constistency based method. Zbl 1185.91070 Chiclana, Francisco; Herrera-Viedma, Enrique; Alonso, Sergio; Herrera, Francisco 13 2008 A memetic algorithm for evolutionary prototype selection: A scaling up approach. Zbl 1149.68411 García, Salvador; Cano, José Ramón; Herrera, Francisco 9 2008 An interactive decision support system based on consistency criteria. Zbl 1236.68287 Alonso, S.; Cabrerizo, F. J.; Chiclana, F.; Herrera, F.; Herrera-Viedma, E. 6 2008 Using different transitivity properties to deal with incomplete fuzzy preference relations in group decision making environments. Zbl 1171.68719 Alonso, S.; Herrera-Viedma, E.; Herrera, F.; Chiclana, F. 5 2008 Real-parameter crossover operators with multiple descendents: An experimental study. Zbl 1140.68543 Sánchez, A. M.; Lozano, M.; García-Martínez, C.; Molina, D.; Herrera, F. 2 2008 Some induced ordered weighted averaging operators and their use for solving group decision-making problems based on fuzzy preference relations. Zbl 1128.90513 Chiclana, F.; Herrera-Viedma, E.; Herrera, F.; Alonso, S. 198 2007 A taxonomy and an empirical analysis of multiple objective ant colony optimization algorithms for the bi-criteria TSP. Zbl 1114.90103 García-Martínez, C.; Cordón, O.; Herrera, F. 22 2007 A multi-objective genetic algorithm for tuning and rule selection to obtain accurate and compact linguistif fuzzy rule-based systems. Zbl 1147.68063 Alcalá, R.; Gacto, M. J.; Herrera, F.; Alcalá-Fdez, J. 13 2007 Genetic learning of accurate and compact fuzzy rule based systems based on the 2-tuples linguistic representation. Zbl 1109.68087 Alcalá, Rafael; Alcalá-Fdez, Jesús; Herrera, Francisco; Otero, José 10 2007 Local identification of prototypes for genetic learning of accurate TSK fuzzy rule-based systems. Zbl 1128.68080 Alcalá, R.; Alcalá-Fdez, J.; Casillas, J.; Cordón, O.; Herrera, F. 1 2007 An analysis of the rule weights and fuzzy reasoning methods for linguistic rule based classification systems applied to problems with highly imbalanced data sets. Zbl 1182.68169 Fernández, Alberto; García, Salvador; Herrera, Francisco; del Jesús, María José 1 2007 Continuous scatter search: an analysis of the integration of some combination methods and improvement strategies. Zbl 1079.90176 Herrera, F.; Lozano, M.; Molina, D. 16 2006 Strategies to manage ignorance situations in multiperson decision making problems. Zbl 1235.68230 Alonso, S.; Herrera-Viedma, E.; Chiclana, F.; Herrera, F.; Porcel, C. 1 2006 Managing non-homogeneous information in group decision making. Zbl 1066.90533 Herrera, F.; Martínez, L.; Sánchez, P. J. 83 2005 A multigranular hierarchical linguistic model for design evaluation based on safety and cost analysis. Zbl 1085.68168 Martínez, Luis; Liu, Jun; Yang, Jian-Bo; Herrera, Francisco 9 2005 Hybrid crossover operators for real-coded genetic algorithms: an experimental study. Zbl 1066.68155 Herrera, F.; Lozano, M.; Sánchez, A. M. 8 2005 Learning cooperative linguistic fuzzy rules using the Best-Worst Ant System algorithm. Zbl 1101.68949 Casillas, Jorge; Cordón, Oscar; de Viana, Iñaki Fernández; Herrera, Francisco 4 2005 Some issues on consistency of fuzzy preference relations. Zbl 1099.91508 Herrera-Viedma, E.; Herrera, F.; Chiclana, F.; Luque, M. 177 2004 Ten years of genetic fuzzy systems: Current framework and new trends. Zbl 1050.93513 Cordón, O.; Gomide, F.; Herrera, F.; Hoffmann, F.; Magdalena, L. 40 2004 Induced ordered weighted geometric operators and their use in the aggregation of multiplicative preference relations. Zbl 1105.68095 Chiclana, F.; Herrera-Viedma, E.; Herrera, F.; Alonso, S. 32 2004 A learning procedure to estimate missing values in fuzzy preference relations based on additive consistency. Zbl 1109.68534 Alonso, Sergio; Chiclana, Francisco; Herrera, Francisco; Herrera-Viedma, Enrique 21 2004 Incorporating filtering techniques in a fuzzy linguistic multi-agent model for information gathering on the web. Zbl 1071.68536 Herrera-Viedma, E.; Herrera, F.; Martínez, L.; Herrera, J. C.; López, A. G. 8 2004 Rationality of induced ordered weighted operators based on the reliability of the source of information in group decision-making. Zbl 1249.91027 Chiclana, Francisco; Herrera, Francisco; Herrera-Viedma, Enrique 4 2004 Information gathering on the internet using a distributed intelligent agent model with multi-granular linguistic information. Zbl 1068.68669 Herrera, F.; Herrera-Viedma, E.; Martinez, L.; Porcel, C. 1 2004 A note on the reciprocity in the aggregation of fuzzy preference relations using OWA operators. Zbl 1056.91016 Chiclana, F.; Herrera, F.; Herrera-Viedma, E.; Martínez, L. 43 2003 A study of the origin and uses of the ordered weighted geometric operator in multicriteria decision making. Zbl 1037.68133 Herrera, F.; Herrera-Viedma, E.; Chiclana, F. 33 2003 A taxonomy for the crossover operator for real-coded genetic algorithms: An experimental study. Zbl 1048.68067 Herrera, F.; Lozano, M.; Sánchez, A. M. 26 2003 Interpretability issues in fuzzy modeling. Zbl 1015.00012 21 2003 Accuracy improvements in linguistic fuzzy modeling. Zbl 1040.68116 11 2003 Interpetability improvements to find the balance interpretability-accuracy in fuzzy modeling: An overview. Zbl 1048.93003 Casillas, Jorge; Cordón, Oscar; Herrera, Francisco; Magdalena, Luis 10 2003 Linguistic modeling with hierarchical systems of weighted linguistic rules. Zbl 1026.68141 Alcalá, Rafael; Cano, Jose Ramón; Cordón, Oscar; Herrera, Francisco; Villar, Pedro; Zwir, Igor 4 2003 A multiobjective genetic learning process for joint feature selection and granularity and contexts learning in fuzzy rule-based classification systems. Zbl 1036.68079 Cordón, Oscar; Del Jesus, María José; Herrera, Francisco; Magdalena, Luis; Villar, Pedro 2 2003 Special issue: Preference modeling and applications: EURUFUSE 2001, Granada, Spain, April 25–27, 2001. Selected papers. Zbl 1026.00505 1 2003 A note on the internal consistency of various preference representations. Zbl 1027.91014 Chiclana, F.; Herrera, F.; Herrera-Viedma, E. 86 2002 The ordered weighted geometric operator: Properties and application in MCDM problems. Zbl 1015.68182 Chiclana, Francisco; Herrera, Francisco; Herrera-Viedma, Enrique 23 2002 A communication model based on the 2-tuple fuzzy linguistic representation for a distributed intelligent agent system on Internet. Zbl 1027.68552 Delgado, M.; Herrera, F.; Herrera-Viedma, E.; Martin-Bautista, M. J.; Martínez, L.; Vila, M. A. 10 2002 A greedy randomized adaptive search procedure applied to the clustering problem as an initialization process using K-means as a local search procedure. Zbl 1065.68521 Cano, J. R.; Cordón, O.; Herrera, F.; Sánchez, L. 5 2002 A linguistic decision model for promotion mix management solved with genetic algorithms. Zbl 1027.91016 Herrera, F.; López, E.; Rodríguez, M. A. 5 2002 A review on the ant colony optimization metaheuristic: Basis, models and new trends. Zbl 1175.90426 Cordón, O.; Herrera, F.; Stützle, T. 5 2002 Analysis of the best-worst ant system and its variants on the TSP. Zbl 1107.90430 Cordón, O.; Fernández de Viana; Herrera, F. 4 2002 A GRASP algorithm for clustering. Zbl 1036.68562 Cano, J. R.; Cordón, O.; Herrera, F.; Sánchez, L. 3 2002 Multiple crossover per couple with selection of the two best offspring: An experimental study with the BLX-\(\alpha\) crossover operator for real-coded genetic algorithms. Zbl 1036.68568 Herrera, Francisco; Lozano, Manuel; Pérez, E.; Sánchez, Ana M.; Villar, Pedro 3 2002 Cooperative coevolution for learning fuzzy rule-based systems. Zbl 1054.68613 Casillas, Jorge; Cordón, O.; Herrera, F.; Merelo, J. J. 1 2002 Improving simple linguistic fuzzy models by means of the weighted COR methodology. Zbl 1036.68523 Alcalá, Rafael; Casillas, Jorge; Cordón, Oscar; Herrera, Francisco 1 2002 Integrating multiplicative preference relations in a multipurpose decision-making model based on fuzzy preference relations. Zbl 1098.90523 Chiclana, F.; Herrera, F.; Herrera-Viedma, E. 111 2001 Multiperson decision-making based on multiplicative preference relations. Zbl 0980.90041 Herrera, F.; Herrera-Viedma, E.; Chiclana, F. 89 2001 Genetic fuzzy systems. Evolutionary tuning and learning of fuzzy knowledge bases. Zbl 1042.68098 Cordón, Oscar; Herrera, Francisco; Hoffmann, Frank; Magdalena, Luis 39 2001 The 2-tuple linguistic computational model: Advantages of its linguistic description, accuracy and consistency. Zbl 1113.68519 Herrera, F.; Martinez, L. 34 2001 A genetic learning process for the scaling factors, granularity and contexts of the fuzzy rule-based system data base. Zbl 0996.68157 Cordón, O.; Herrera, F.; Magdalena, L.; Villar, P. 11 2001 Genetic feature selection in a fuzzy rule-based classification system learning process for high-dimensional problems. Zbl 0996.68158 Casillas, J.; Cordón, O.; Del Jesus, M. J.; Herrera, F. 11 2001 Hybridizing genetic algorithms with sharing scheme and evolution strategies for designing approximate fuzzy rule-based systems. Zbl 0985.68049 Cordón, O.; Herrera, F. 8 2001 Special issue: Recent advances in genetic fuzzy systems. Selected papers of the 8th international conference on information processing and management of uncertainty in knowledge-based systems (IPMU 2000), Madrid, Spain, July 3–7, 2000. Zbl 0990.00074 4 2001 Guest editorial to the special issue: Computing with words: foundations and applications. Papers from the 8th international conference on information processing and management of uncertainty in knowledge-based systems (IPMU’00) held in Madrid, July 3–7, 2000. Zbl 1113.68520 Herrera, Francisco; Herrera-Viedma, Enrique 2 2001 Fuzzy modeling by hierarchically built fuzzy rule bases. Zbl 0982.68149 Cordón, Oscar; Herrera, Francisco; Zwir, Igor 1 2001 Improvement to the cooperative rules methodology by using the ant colony system algorithm. Zbl 0996.68243 Alcalá, R.; Casillas, J.; Cordón, O.; Herrera, F. 1 2001 A multicriteria genetic tuning for fuzzy logic controllers. Zbl 1014.68220 Alcalá, R.; Casillas, J.; Castro, J. L.; González, A.; Herrera, F. 1 2001 Linguistic decision analysis: steps for solving decision problems under linguistic information. Zbl 1073.91528 Herrera, F.; Herrera-Viedma, E. 177 2000 ...and 41 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 2,573 Authors 74 Xu, Zeshui 68 Herrera, Francisco 42 Herrera-Viedma, Enrique 28 Xu, Yejun 25 Chiclana, Francisco 20 Chen, Shyiming 19 Bustince Sola, Humberto 19 Meng, Fanyong 17 Cordón, Oscar 17 Martínez, Luis Manuel 16 Chen, Huayou 16 Chen, Xiaohong 16 Dong, Yucheng 16 Liao, Huchang 16 Liu, Peide 16 Liu, Xinwang 16 Wang, Huimin 15 Lozano, Manuel 15 Wang, Zhoujing 14 Zhou, Ligang 13 De Baets, Bernard 13 Pedrycz, Witold 12 García-Martínez, Carlos 12 Liu, Fang 12 Liu, Jinpei 12 Merigó, José M. 11 Dong, Jiuying 11 Rodríguez, Rosa M. 11 Verdegay, José Luis 11 Wan, Shuping 10 Fan, Zhiping 10 Wang, Jianqiang 10 Wang, Yingming 10 Yager, Ronald R. 9 Barrenechea, Edurne 9 García-Lapresta, José Luis 9 Wu, Zhibin 8 Alcalá-Fdez, Jesús 8 Alonso, Sergio 8 Beg, Ismat 8 Brunelli, Matteo 8 Cabrerizo, Francisco Javier 8 Montes, Susana 8 Villar, Pedro 8 Xu, Yang 8 Xu, Yinfeng 8 Zeng, Shouzhen 8 Zhang, Zhiming 7 Beliakov, Gleb 7 Blum, Christian 7 Castillo, Oscar 7 Fedrizzi, Michele 7 Fernández, Alberto 7 Fu, Chao 7 Ju, Yanbing 7 Krishankumar, Raghunathan 7 Pagola, Miguel 7 Rashid, Tabasam 7 Ravichandran, Kattur S. 7 Xu, Jiuping 6 Akram, Muhammad 6 Alcalá, Rafael 6 Bielza, Concha 6 Casillas, Jorge 6 Cavallo, Bice 6 Fernández Fernández, Francisco Javier 6 Gámez, José Antonio 6 Ghanbari, Reza 6 Kar, Samarjit 6 Kou, Gang 6 Larrañaga, Pedro 6 Li, Dengfeng 6 Li, Kevin W. 6 Magdalena, Luis 6 Mesiar, Radko 6 Rodríguez, Francisco J. 6 Tang, Jie 6 Tao, Zhifu 6 Xia, Meimei 6 Yang, Wu’e 5 Agell, Núria 5 Alcantud, José Carlos Rodríguez 5 Bedregal, Benjamín René Callejas 5 Cornelis, Chris 5 Díaz, Susana 5 Gonzalez Muñoz, Antonio 5 Gou, Xunjie 5 Hipel, Keith William 5 Liu, Jun 5 Ma, Jian 5 Mahdavi-Amiri, Nezam 5 Peng, Yi 5 Ruan, Da 5 Sánchez, Luciano 5 Sánchez, Mónica 5 Torra, Vicenç 5 Torrens, Joan 5 Wu, Jian 5 Yang, Shanlin 5 Zhan, Jianming ...and 2,473 more Authors all top 5 Cited in 174 Serials 243 Information Sciences 163 Fuzzy Sets and Systems 115 European Journal of Operational Research 94 Soft Computing 72 International Journal of Approximate Reasoning 54 International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 45 Fuzzy Optimization and Decision Making 42 Applied Mathematical Modelling 33 International Journal of Intelligent Systems 29 Computers & Operations Research 27 Applied Mathematics and Computation 26 Mathematical Problems in Engineering 26 Journal of Intelligent and Fuzzy Systems 21 Symmetry 17 International Journal of General Systems 15 Annals of Operations Research 15 International Transactions in Operational Research 13 Journal of Applied Mathematics 11 Computers & Mathematics with Applications 11 Computational and Applied Mathematics 10 Mathematics and Computers in Simulation 10 Data Mining and Knowledge Discovery 10 International Journal of Systems Science. 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