Edit Profile (opens in new tab) Herrera, Francisco Compute Distance To: Compute 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: 116 Co-Authors with 152 Joint Publications 1,821 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 A. 13 Alonso, Sergio 13 Lozano, Manuel 11 Casillas, Jorge 9 Alcalá, Rafael 9 Fernández, Alberto 9 Magdalena, Luis 9 Villar, Pedro 8 Garcia, Salvador G. 7 del Jesus, María José 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, 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 Suárez, Juan Luis 2 Vluymans, Sarah 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 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 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 Otero, José Antonio 1 Palomares, Iván 1 Peralta, Daniel 1 Perez, Elena 1 Poyatos, M. C. 1 Ramírez-Gallego, Sergio 1 Robles, Ignacio ...and 17 more Co-Authors all top 5 Serials 23 Fuzzy Sets and Systems 21 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 Machine Learning Research (JMLR) 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 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 100 Computer science (68-XX) 36 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 34 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 139 Publications have been cited 2,671 times in 1,262 Documents Cited by ▼ Year ▼ Linguistic decision analysis: steps for solving decision problems under linguistic information. Zbl 1073.91528Herrera, F.; Herrera-Viedma, E. 164 2000 Direct approach processes in group decision making using linguistic OWA operators. Zbl 0870.90007Herrera, F.; Herrera-Viedma, E.; Verdegay, J. L. 154 1996 Some issues on consistency of fuzzy preference relations. Zbl 1099.91508Herrera-Viedma, E.; Herrera, F.; Chiclana, F.; Luque, M. 143 2004 Some induced ordered weighted averaging operators and their use for solving group decision-making problems based on fuzzy preference relations. Zbl 1128.90513Chiclana, F.; Herrera-Viedma, E.; Herrera, F.; Alonso, S. 133 2007 Integrating multiplicative preference relations in a multipurpose decision-making model based on fuzzy preference relations. Zbl 1098.90523Chiclana, F.; Herrera, F.; Herrera-Viedma, E. 105 2001 Integrating three representation models in fuzzy multipurpose decision making based on fuzzy preference relations. Zbl 0932.91012Chiclana, F.; Herrera, F.; Herrera-Viedma, E. 103 1998 A sequential section process in group decision making with a linguistic assessment approach. Zbl 0871.90002Herrera, F.; Herrera-Viedma, E.; Verdegay, J. L. 98 1995 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 1191.68828García, Salvador; Molina, Daniel; Lozano, Manuel; Herrera, Francisco 88 2009 A fusion approach for managing multi-granularity linguistic term sets in decision making. Zbl 0963.91025Herrera, F.; Herrera-Viedma, E.; Martínez, Luis 82 2000 Multiperson decision-making based on multiplicative preference relations. Zbl 0980.90041Herrera, F.; Herrera-Viedma, E.; Chiclana, F. 81 2001 Managing non-homogeneous information in group decision making. Zbl 1066.90533Herrera, F.; Martínez, L.; Sánchez, P. J. 78 2005 An extension on “Statistical comparisons of classifiers over multiple data sets” for all pairwise comparisons. Zbl 1225.68178García, Salvador; Herrera, Francisco 68 2008 A note on the internal consistency of various preference representations. Zbl 1027.91014Chiclana, F.; Herrera, F.; Herrera-Viedma, E. 68 2002 A group decision making model dealing with comparative linguistic expressions based on hesitant fuzzy linguistic term sets. Zbl 1320.91050Rodríguez, Rosa M.; Martínez, Luis; Herrera, Francisco 62 2013 Individual and social strategies to deal with ignorance situations in multi-person decision making. Zbl 1178.90175Alonso, S.; Herrera-Viedma, E.; Chiclana, F.; Herrera, F. 60 2009 A consistency-based procedure to estimate missing pairwise preference values. Zbl 1148.68470Alonso, S.; Chiclana, F.; Herrera, F.; Herrera-Viedma, E.; Alcalá-Fernández, J.; Porcel, C. 58 2008 Choice functions and mechanisms for linguistic preference relations. Zbl 0984.68156Herrera, F.; Herrera-Viedma, E. 51 2000 An approach for combining linguistic and numerical information based on the 2-tuple fuzzy linguistic representation model in decision-making. Zbl 1113.68518Herrera, F.; Martinez, L. 50 2000 Tackling real-coded genetic algorithms: operators and tools for behavioural analysis. Zbl 0905.68116Herrera, F.; Lozano, M.; Verdegay, J. L. 49 1998 Linguistic measures based on fuzzy coincidence for reaching consensus in group decision making. Zbl 0949.68571Herrera, F.; Herrera-Viedma, E.; Verdegay, J. L. 49 1997 Group decision making with incomplete fuzzy linguistic preference relations. Zbl 1162.68647Alonso, S.; Cabrerizo, F. J.; Chiclana, F.; Herrera, F.; Herrera-Viedma, E. 46 2009 A note on the reciprocity in the aggregation of fuzzy preference relations using OWA operators. Zbl 1056.91016Chiclana, F.; Herrera, F.; Herrera-Viedma, E.; Martínez, L. 41 2003 Genetic fuzzy systems. Evolutionary tuning and learning of fuzzy knowledge bases. Zbl 1042.68098Cordón, Oscar; Herrera, Francisco; Hoffmann, Frank; Magdalena, Luis 38 2001 Ten years of genetic fuzzy systems: Current framework and new trends. Zbl 1050.93513Cordón, O.; Gomide, F.; Herrera, F.; Hoffmann, F.; Magdalena, L. 37 2004 Induced ordered weighted geometric operators and their use in the aggregation of multiplicative preference relations. Zbl 1105.68095Chiclana, F.; Herrera-Viedma, E.; Herrera, F.; Alonso, S. 32 2004 A study of the origin and uses of the ordered weighted geometric operator in multicriteria decision making. Zbl 1037.68133Herrera, F.; Herrera-Viedma, E.; Chiclana, F. 29 2003 The 2-tuple linguistic computational model: Advantages of its linguistic description, accuracy and consistency. Zbl 1113.68519Herrera, F.; Martinez, L. 28 2001 A taxonomy for the crossover operator for real-coded genetic algorithms: An experimental study. Zbl 1048.68067Herrera, F.; Lozano, M.; Sánchez, A. M. 24 2003 The ordered weighted geometric operator: Properties and application in MCDM problems. Zbl 1015.68182Chiclana, Francisco; Herrera, Francisco; Herrera-Viedma, Enrique 22 2002 A learning procedure to estimate missing values in fuzzy preference relations based on additive consistency. Zbl 1109.68534Alonso, Sergio; Chiclana, Francisco; Herrera, Francisco; Herrera-Viedma, Enrique 21 2004 Three models of fuzzy integer linear programming. Zbl 0899.90160Herrera, F.; Verdegay, J. L. 21 1995 A taxonomy and an empirical analysis of multiple objective ant colony optimization algorithms for the bi-criteria TSP. Zbl 1114.90103García-Martínez, C.; Cordón, O.; Herrera, F. 20 2007 Global and local real-coded genetic algorithms based on parent-centric crossover operators. Zbl 1146.90532García-Martínez, C.; Lozano, M.; Herrera, F.; Molina, D.; Sánchez, A. M. 20 2008 Tuning fuzzy logic controllers by genetic algorithms. Zbl 0875.93242Herrera, F.; Lozano, M.; Verdegay, J. L. 20 1995 Applicability of the fuzzy operators in the design of fuzzy logic controllers. Zbl 0925.93511Cordón, O.; Herrera, F.; Peregrín, A. 19 1997 Managing consensus based on leadership in opinion dynamics. Zbl 1429.91260Dong, Yucheng; Ding, Zhaogang; Martínez, Luis; Herrera, Francisco 19 2017 A three-stage evolutionary process for learning descriptive and approximate fuzzy-logic-controller knowledge bases from examples. Zbl 1078.93541Cordón, O.; Herrera, F. 18 1997 Interpretability issues in fuzzy modeling. Zbl 1015.00012 17 2003 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 16 2008 Continuous scatter search: an analysis of the integration of some combination methods and improvement strategies. Zbl 1079.90176Herrera, F.; Lozano, M.; Molina, D. 16 2006 An optimization-based approach to adjusting unbalanced linguistic preference relations to obtain a required consistency level. Zbl 1355.91026Dong, Yucheng; Li, Cong-Cong; Herrera, Francisco 15 2015 A note on the estimation of missing pairwise preference values: a uniform constistency based method. Zbl 1185.91070Chiclana, Francisco; Herrera-Viedma, Enrique; Alonso, Sergio; Herrera, Francisco 13 2008 Fuzzy boolean programming problems with fuzzy costs: A general study. Zbl 0879.90184Herrera, F.; Verdegay, J. L. 12 1996 A genetic learning process for the scaling factors, granularity and contexts of the fuzzy rule-based system data base. Zbl 0996.68157Cordón, 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 0996.68158Casillas, J.; Cordón, O.; Del Jesus, M. J.; Herrera, F. 11 2001 A distance-based framework to deal with ordinal and additive inconsistencies for fuzzy reciprocal preference relations. Zbl 1388.91091Xu, Yejun; Herrera, Francisco; Wang, Huimin 11 2016 A multi-objective genetic algorithm for tuning and rule selection to obtain accurate and compact linguistif fuzzy rule-based systems. Zbl 1147.68063Alcalá, R.; Gacto, M. J.; Herrera, F.; Alcalá-Fdez, J. 10 2007 Boolean programming problems with fuzzy constraints. Zbl 0790.90079Herrera, F.; Verdegay, J. L.; Zimmermann, H.-J. 10 1993 A communication model based on the 2-tuple fuzzy linguistic representation for a distributed intelligent agent system on Internet. Zbl 1027.68552Delgado, M.; Herrera, F.; Herrera-Viedma, E.; Martin-Bautista, M. J.; Martínez, L.; Vila, M. A. 10 2002 Genetic learning of accurate and compact fuzzy rule based systems based on the 2-tuples linguistic representation. Zbl 1109.68087Alcalá, Rafael; Alcalá-Fdez, Jesús; Herrera, Francisco; Otero, José 9 2007 A multigranular hierarchical linguistic model for design evaluation based on safety and cost analysis. Zbl 1085.68168Martínez, Luis; Liu, Jun; Yang, Jian-Bo; Herrera, Francisco 9 2005 Optimality for fuzzified mathematical programming problems: A parametric approach. Zbl 0790.90078Herrera, F.; Kovács, M.; Verdegay, J. L. 8 1993 Accuracy improvements in linguistic fuzzy modeling. Zbl 1040.68116 8 2003 On the combination of fuzzy logic and evolutionary computation: A short review and bibliography. Zbl 0929.68068Cordon, O.; Herrera, F.; Lozano, M. 8 1997 A classification method of alternatives for multiple preference ordering criteria based on fuzzy majority. Zbl 0870.90003Chiclana, F.; Herrera, F.; Herrera-Viedma, E.; Poyatos, M. C. 8 1996 A memetic algorithm for evolutionary prototype selection: A scaling up approach. Zbl 1149.68411García, Salvador; Cano, José Ramón; Herrera, Francisco 8 2008 Approaching fuzzy integer linear programming problems. Zbl 0766.90085Herrera, F.; Verdegay, J. L. 8 1991 Analysis and guidelines to obtain a good uniform fuzzy partition granularity for fuzzy rule-based systems using simulated annealing. Zbl 0970.68575Cordón, Oscar; Herrera, Francisco; Villar, Pedro 8 2000 Hybridizing genetic algorithms with sharing scheme and evolution strategies for designing approximate fuzzy rule-based systems. Zbl 0985.68049Cordón, O.; Herrera, F. 8 2001 Incorporating filtering techniques in a fuzzy linguistic multi-agent model for information gathering on the web. Zbl 1071.68536Herrera-Viedma, E.; Herrera, F.; Martínez, L.; Herrera, J. C.; López, A. G. 7 2004 Hybrid crossover operators for real-coded genetic algorithms: an experimental study. Zbl 1066.68155Herrera, F.; Lozano, M.; Sánchez, A. M. 7 2005 Multi-stage genetic fuzzy systems based on the iterative rule learning approach. Zbl 0893.68121González, Antonio; Herrera, Francisco 7 1997 Large-scale group decision making model based on social network analysis: trust relationship-based conflict detection and elimination. Zbl 1431.91114Liu, Bingsheng; Zhou, Qi; Ding, Ru-Xi; Palomares, Iván; Herrera, Francisco 7 2019 An interactive decision support system based on consistency criteria. Zbl 1236.68287Alonso, S.; Cabrerizo, F. J.; Chiclana, F.; Herrera, F.; Herrera-Viedma, E. 6 2008 Hierarchical fuzzy rule based classification systems with genetic rule selection for imbalanced data-sets. Zbl 1191.68497Fernández, Alberto; José del Jesus, María; Herrera, Francisco 6 2009 MOGUL: A methodology to obtain genetic fuzzy rule-based systems under the iterative rule learning approach. Zbl 0941.68750Cordón, O.; del Jesus, M. J.; Herrera, F.; Lozano, M. 6 1999 Post-optimality analysis on the membership functions of a fuzzy linear programming problem. Zbl 0790.90077Delgado, M.; Herrera, F.; Verdegay, J. L.; Vila, M. A. 6 1993 Identification of linguistic fuzzy models by means of genetic algorithms. Zbl 0899.93008Cordón, Oscar; Herrera, Francisco 6 1997 Dynamic and heuristic fuzzy connectives-based crossover operators for controlling the diversity and convergence of real-coded genetic algorithms. Zbl 0869.68052Herrera, F.; Lozano, M.; Verdegay, J. L. 6 1996 Interpetability improvements to find the balance interpretability-accuracy in fuzzy modeling: An overview. Zbl 1048.93003Casillas, Jorge; Cordón, Oscar; Herrera, Francisco; Magdalena, Luis 6 2003 SMOTE for learning from imbalanced data: progress and challenges, marking the 15-year anniversary. Zbl 1443.68147Fernández, Alberto; García, Salvador; Herrera, Francisco; Chawla, Nitesh V. 6 2018 A linguistic decision model for promotion mix management solved with genetic algorithms. Zbl 1027.91016Herrera, F.; López, E.; Rodríguez, M. A. 5 2002 A review on the ant colony optimization metaheuristic: Basis, models and new trends. Zbl 1175.90426Cordón, O.; Herrera, F.; Stützle, T. 5 2002 Fuzzy sets and operations research: Perspectives. Zbl 0921.90147Herrera, F.; Verdegay, J. L. 5 1997 Genetic algorithms and soft computing. Zbl 0870.68019 5 1996 Solving multi-class problems with linguistic fuzzy rule based classification systems based on pairwise learning and preference relations. Zbl 1209.68412Fernández, Alberto; Calderón, María; Barrenechea, Edurne; Bustince, Humberto; Herrera, Francisco 5 2010 A greedy randomized adaptive search procedure applied to the clustering problem as an initialization process using K-means as a local search procedure. Zbl 1065.68521Cano, J. R.; Cordón, O.; Herrera, F.; Sánchez, L. 5 2002 Rationality of induced ordered weighted operators based on the reliability of the source of information in group decision-making. Zbl 1249.91027Chiclana, Francisco; Herrera, Francisco; Herrera-Viedma, Enrique 4 2004 Learning the membership function contexts for mining fuzzy association rules by using genetic algorithms. Zbl 1187.68377Alcalá-Fdez, Jesús; Alcalá, Rafael; Gacto, María José; Herrera, Francisco 4 2009 Knowledge-based systems and fuzzy boolean programming. Zbl 0813.90125Castro, J. L.; Herrera, F.; Verdegay, J. L. 4 1994 Linguistic modeling with hierarchical systems of weighted linguistic rules. Zbl 1026.68141Alcalá, Rafael; Cano, Jose Ramón; Cordón, Oscar; Herrera, Francisco; Villar, Pedro; Zwir, Igor 4 2003 Empowering difficult classes with a similarity-based aggregation in multi-class classification problems. Zbl 1335.68201Galar, Mikel; Fernández, Alberto; Barrenechea, Edurne; Herrera, Francisco 4 2014 FRPS: a fuzzy rough prototype selection method. Zbl 1323.68445Verbiest, Nele; Cornelis, Chris; Herrera, Francisco 4 2013 The 2-tuple linguistic model. Computing with words in decision making. Zbl 1350.91006Martínez, Luis; Rodriguez, Rosa M.; Herrera, Francisco 4 2015 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 1428.68297Dong, Yucheng; Li, Cong-Cong; Herrera, Francisco 4 2016 Learning cooperative linguistic fuzzy rules using the Best-Worst Ant System algorithm. Zbl 1101.68949Casillas, Jorge; Cordón, Oscar; de Viana, Iñaki Fernández; Herrera, Francisco 4 2005 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 Visualizing and rectifying different inconsistencies for fuzzy reciprocal preference relations. Zbl 1425.91136Xu, Yejun; Herrera, Francisco 4 2019 Homogeneous linear fuzzy functions and ranking methods in fuzzy linear programming problems. Zbl 1232.90351Herrera, F.; Verdegay, J. L.; Kovács, M. 3 1994 The use of fuzzy connectives to design real-coded genetic algorithms. Zbl 0833.68054Herrera, F.; Lozano, M.; Verdegay, J. L. 3 1994 Genetic algorithms and fuzzy logic in control processes. Zbl 0951.93525Cordón, O.; Herrera, F.; Herrera-Viedma, E.; Lozano, M. 3 1996 Analysis of the best-worst ant system and its variants on the TSP. Zbl 1107.90430Cordón, O.; Fernández de Viana; Herrera, F. 3 2002 A GRASP algorithm for clustering. Zbl 1036.68562Cano, 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 1036.68568Herrera, Francisco; Lozano, Manuel; Pérez, E.; Sánchez, Ana M.; Villar, Pedro 3 2002 Consistency of hesitant fuzzy linguistic preference relations: an interval consistency index. Zbl 1444.91083Li, Cong-Cong; Rodríguez, Rosa M.; Martínez, Luis; Dong, Yucheng; Herrera, Francisco 3 2018 Using different transitivity properties to deal with incomplete fuzzy preference relations in group decision making environments. Zbl 1171.68719Alonso, S.; Herrera-Viedma, E.; Herrera, F.; Chiclana, F. 3 2008 Evolutionary feature selection for big data classification: a MapReduce approach. Zbl 1395.62170Peralta, Daniel; del Río, Sara; Ramírez-Gallego, Sergio; Triguero, Isaac; Benitez, Jose M.; Herrera, Francisco 3 2015 On a new methodology for ranking fuzzy numbers and its application to real economic data. Zbl 1397.03085Roldán López de Hierro, Antonio Francisco; Roldán, Concepción; Herrera, Francisco 3 2018 Multiple instance learning. Foundations and algorithms. Zbl 1398.68008Herrera, Francisco; Ventura, Sebastián; Bello, Rafael; Cornelis, Chris; Zafra, Amelia; Sánchez-Tarragó, Dánel; Vluymans, Sarah 3 2016 Exploring consistency for hesitant preference relations in decision making: discussing concepts, meaning and taxonomy. Zbl 1400.91143Rodríguez, Rosa M.; Xu, Yejun; Martínez, Luis; Herrera, Francisco 3 2018 LUNAR: cellular automata for drifting data streams. Zbl 1475.68198L. Lobo, Jesus; Del Ser, Javier; Herrera, Francisco 1 2021 pyDML: a Python library for distance metric learning. Zbl 07255127Suárez, Juan Luis; García, Salvador; Herrera, Francisco 1 2020 Large-scale group decision making model based on social network analysis: trust relationship-based conflict detection and elimination. Zbl 1431.91114Liu, Bingsheng; Zhou, Qi; Ding, Ru-Xi; Palomares, Iván; Herrera, Francisco 7 2019 Visualizing and rectifying different inconsistencies for fuzzy reciprocal preference relations. Zbl 1425.91136Xu, Yejun; Herrera, Francisco 4 2019 Group decision making with double hierarchy hesitant fuzzy linguistic preference relations: consistency based measures, index and repairing algorithms and decision model. Zbl 1452.91086Gou, Xunjie; Liao, Huchang; Xu, Zeshui; Min, Rui; Herrera, Francisco 2 2019 Consensus reaching in social network DeGroot model: the roles of the self-confidence and node degree. Zbl 1454.91156Ding, Zhaogang; Chen, Xia; Dong, Yucheng; Herrera, Francisco 1 2019 SMOTE for learning from imbalanced data: progress and challenges, marking the 15-year anniversary. Zbl 1443.68147Fernández, Alberto; García, Salvador; Herrera, Francisco; Chawla, Nitesh V. 6 2018 Consistency of hesitant fuzzy linguistic preference relations: an interval consistency index. Zbl 1444.91083Li, Cong-Cong; Rodríguez, Rosa M.; Martínez, Luis; Dong, Yucheng; Herrera, Francisco 3 2018 On a new methodology for ranking fuzzy numbers and its application to real economic data. Zbl 1397.03085Roldán López de Hierro, Antonio Francisco; Roldán, Concepción; Herrera, Francisco 3 2018 Exploring consistency for hesitant preference relations in decision making: discussing concepts, meaning and taxonomy. Zbl 1400.91143Rodríguez, Rosa M.; Xu, Yejun; Martínez, Luis; Herrera, Francisco 3 2018 Multi-label classification using a fuzzy rough neighborhood consensus. Zbl 1436.68313Vluymans, Sarah; Cornelis, Chris; Herrera, Francisco; Saeys, Yvan 2 2018 Managing consensus based on leadership in opinion dynamics. Zbl 1429.91260Dong, Yucheng; Ding, Zhaogang; Martínez, Luis; Herrera, Francisco 19 2017 Fuzzy rule based classification systems for big data with MapReduce: granularity analysis. Zbl 1414.68055Fernández, 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 1388.91091Xu, Yejun; Herrera, Francisco; Wang, Huimin 11 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 1428.68297Dong, Yucheng; Li, Cong-Cong; Herrera, Francisco 4 2016 Multiple instance learning. Foundations and algorithms. Zbl 1398.68008Herrera, Francisco; Ventura, Sebastián; Bello, Rafael; Cornelis, Chris; Zafra, Amelia; Sánchez-Tarragó, Dánel; Vluymans, Sarah 3 2016 A review of hesitant fuzzy sets: quantitative and qualitative extensions. Zbl 1423.03225Rodríguez, Rosa M.; Martínez, Luis; Herrera, Francisco; Torra, Vicenç 1 2016 An optimization-based approach to adjusting unbalanced linguistic preference relations to obtain a required consistency level. Zbl 1355.91026Dong, Yucheng; Li, Cong-Cong; Herrera, Francisco 15 2015 The 2-tuple linguistic model. Computing with words in decision making. Zbl 1350.91006Martínez, Luis; Rodriguez, Rosa M.; Herrera, Francisco 4 2015 Evolutionary feature selection for big data classification: a MapReduce approach. Zbl 1395.62170Peralta, 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 1335.68201Galar, Mikel; Fernández, Alberto; Barrenechea, Edurne; Herrera, Francisco 4 2014 Preface: Challenges of computing with words in decision making. Zbl 1321.00107 1 2014 Region based memetic algorithm for real-parameter optimisation. Zbl 1329.90177Lacroix, 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 1320.91050Rodríguez, Rosa M.; Martínez, Luis; Herrera, Francisco 62 2013 FRPS: a fuzzy rough prototype selection method. Zbl 1323.68445Verbiest, 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 1209.68412Fernández, Alberto; Calderón, María; Barrenechea, Edurne; Bustince, Humberto; Herrera, Francisco 5 2010 IFS-CoCo: instance and feature selection based on cooperative coevolution with nearest neighbor rule. Zbl 1191.68563Derrac, 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 1191.68828García, Salvador; Molina, Daniel; Lozano, Manuel; Herrera, Francisco 88 2009 Individual and social strategies to deal with ignorance situations in multi-person decision making. Zbl 1178.90175Alonso, S.; Herrera-Viedma, E.; Chiclana, F.; Herrera, F. 60 2009 Group decision making with incomplete fuzzy linguistic preference relations. Zbl 1162.68647Alonso, S.; Cabrerizo, F. J.; Chiclana, F.; Herrera, F.; Herrera-Viedma, E. 46 2009 Hierarchical fuzzy rule based classification systems with genetic rule selection for imbalanced data-sets. Zbl 1191.68497Fernández, Alberto; José del Jesus, María; Herrera, Francisco 6 2009 Learning the membership function contexts for mining fuzzy association rules by using genetic algorithms. Zbl 1187.68377Alcalá-Fdez, Jesús; Alcalá, Rafael; Gacto, María José; Herrera, Francisco 4 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 2 2009 Hybrid crossover operators with multiple descendents for real-coded genetic algorithms: Combining neighborhood-based crossover operators. Zbl 1178.68651Sánchez, 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 1166.90345Sánchez, 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 1184.68601Herrera, 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 1225.68178García, Salvador; Herrera, Francisco 68 2008 A consistency-based procedure to estimate missing pairwise preference values. Zbl 1148.68470Alonso, S.; Chiclana, F.; Herrera, F.; Herrera-Viedma, E.; Alcalá-Fernández, J.; Porcel, C. 58 2008 Global and local real-coded genetic algorithms based on parent-centric crossover operators. Zbl 1146.90532García-Martínez, C.; Lozano, M.; Herrera, F.; Molina, D.; Sánchez, A. M. 20 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 16 2008 A note on the estimation of missing pairwise preference values: a uniform constistency based method. Zbl 1185.91070Chiclana, Francisco; Herrera-Viedma, Enrique; Alonso, Sergio; Herrera, Francisco 13 2008 A memetic algorithm for evolutionary prototype selection: A scaling up approach. Zbl 1149.68411García, Salvador; Cano, José Ramón; Herrera, Francisco 8 2008 An interactive decision support system based on consistency criteria. Zbl 1236.68287Alonso, 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 1171.68719Alonso, S.; Herrera-Viedma, E.; Herrera, F.; Chiclana, F. 3 2008 Real-parameter crossover operators with multiple descendents: An experimental study. Zbl 1140.68543Sánchez, 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 1128.90513Chiclana, F.; Herrera-Viedma, E.; Herrera, F.; Alonso, S. 133 2007 A taxonomy and an empirical analysis of multiple objective ant colony optimization algorithms for the bi-criteria TSP. Zbl 1114.90103García-Martínez, C.; Cordón, O.; Herrera, F. 20 2007 A multi-objective genetic algorithm for tuning and rule selection to obtain accurate and compact linguistif fuzzy rule-based systems. Zbl 1147.68063Alcalá, R.; Gacto, M. J.; Herrera, F.; Alcalá-Fdez, J. 10 2007 Genetic learning of accurate and compact fuzzy rule based systems based on the 2-tuples linguistic representation. Zbl 1109.68087Alcalá, Rafael; Alcalá-Fdez, Jesús; Herrera, Francisco; Otero, José 9 2007 Local identification of prototypes for genetic learning of accurate TSK fuzzy rule-based systems. Zbl 1128.68080Alcalá, 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 1182.68169Fernández, 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 1079.90176Herrera, F.; Lozano, M.; Molina, D. 16 2006 Strategies to manage ignorance situations in multiperson decision making problems. Zbl 1235.68230Alonso, S.; Herrera-Viedma, E.; Chiclana, F.; Herrera, F.; Porcel, C. 1 2006 Managing non-homogeneous information in group decision making. Zbl 1066.90533Herrera, F.; Martínez, L.; Sánchez, P. J. 78 2005 A multigranular hierarchical linguistic model for design evaluation based on safety and cost analysis. Zbl 1085.68168Martínez, Luis; Liu, Jun; Yang, Jian-Bo; Herrera, Francisco 9 2005 Hybrid crossover operators for real-coded genetic algorithms: an experimental study. Zbl 1066.68155Herrera, F.; Lozano, M.; Sánchez, A. M. 7 2005 Learning cooperative linguistic fuzzy rules using the Best-Worst Ant System algorithm. Zbl 1101.68949Casillas, Jorge; Cordón, Oscar; de Viana, Iñaki Fernández; Herrera, Francisco 4 2005 Some issues on consistency of fuzzy preference relations. Zbl 1099.91508Herrera-Viedma, E.; Herrera, F.; Chiclana, F.; Luque, M. 143 2004 Ten years of genetic fuzzy systems: Current framework and new trends. Zbl 1050.93513Cordón, O.; Gomide, F.; Herrera, F.; Hoffmann, F.; Magdalena, L. 37 2004 Induced ordered weighted geometric operators and their use in the aggregation of multiplicative preference relations. Zbl 1105.68095Chiclana, 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 1109.68534Alonso, 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 1071.68536Herrera-Viedma, E.; Herrera, F.; Martínez, L.; Herrera, J. C.; López, A. G. 7 2004 Rationality of induced ordered weighted operators based on the reliability of the source of information in group decision-making. Zbl 1249.91027Chiclana, 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 1068.68669Herrera, 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 1056.91016Chiclana, F.; Herrera, F.; Herrera-Viedma, E.; Martínez, L. 41 2003 A study of the origin and uses of the ordered weighted geometric operator in multicriteria decision making. Zbl 1037.68133Herrera, F.; Herrera-Viedma, E.; Chiclana, F. 29 2003 A taxonomy for the crossover operator for real-coded genetic algorithms: An experimental study. Zbl 1048.68067Herrera, F.; Lozano, M.; Sánchez, A. M. 24 2003 Interpretability issues in fuzzy modeling. Zbl 1015.00012 17 2003 Accuracy improvements in linguistic fuzzy modeling. Zbl 1040.68116 8 2003 Interpetability improvements to find the balance interpretability-accuracy in fuzzy modeling: An overview. Zbl 1048.93003Casillas, Jorge; Cordón, Oscar; Herrera, Francisco; Magdalena, Luis 6 2003 Linguistic modeling with hierarchical systems of weighted linguistic rules. Zbl 1026.68141Alcalá, 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 1036.68079Cordón, 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 1027.91014Chiclana, F.; Herrera, F.; Herrera-Viedma, E. 68 2002 The ordered weighted geometric operator: Properties and application in MCDM problems. Zbl 1015.68182Chiclana, Francisco; Herrera, Francisco; Herrera-Viedma, Enrique 22 2002 A communication model based on the 2-tuple fuzzy linguistic representation for a distributed intelligent agent system on Internet. Zbl 1027.68552Delgado, M.; Herrera, F.; Herrera-Viedma, E.; Martin-Bautista, M. J.; Martínez, L.; Vila, M. A. 10 2002 A linguistic decision model for promotion mix management solved with genetic algorithms. Zbl 1027.91016Herrera, F.; López, E.; Rodríguez, M. A. 5 2002 A review on the ant colony optimization metaheuristic: Basis, models and new trends. Zbl 1175.90426Cordón, O.; Herrera, F.; Stützle, T. 5 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 1065.68521Cano, J. R.; Cordón, O.; Herrera, F.; Sánchez, L. 5 2002 Analysis of the best-worst ant system and its variants on the TSP. Zbl 1107.90430Cordón, O.; Fernández de Viana; Herrera, F. 3 2002 A GRASP algorithm for clustering. Zbl 1036.68562Cano, 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 1036.68568Herrera, Francisco; Lozano, Manuel; Pérez, E.; Sánchez, Ana M.; Villar, Pedro 3 2002 Improving simple linguistic fuzzy models by means of the weighted COR methodology. Zbl 1036.68523Alcalá, Rafael; Casillas, Jorge; Cordón, Oscar; Herrera, Francisco 1 2002 Cooperative coevolution for learning fuzzy rule-based systems. Zbl 1054.68613Casillas, Jorge; Cordón, O.; Herrera, F.; Merelo, J. J. 1 2002 Integrating multiplicative preference relations in a multipurpose decision-making model based on fuzzy preference relations. Zbl 1098.90523Chiclana, F.; Herrera, F.; Herrera-Viedma, E. 105 2001 Multiperson decision-making based on multiplicative preference relations. Zbl 0980.90041Herrera, F.; Herrera-Viedma, E.; Chiclana, F. 81 2001 Genetic fuzzy systems. Evolutionary tuning and learning of fuzzy knowledge bases. Zbl 1042.68098Cordón, Oscar; Herrera, Francisco; Hoffmann, Frank; Magdalena, Luis 38 2001 The 2-tuple linguistic computational model: Advantages of its linguistic description, accuracy and consistency. Zbl 1113.68519Herrera, F.; Martinez, L. 28 2001 A genetic learning process for the scaling factors, granularity and contexts of the fuzzy rule-based system data base. Zbl 0996.68157Cordón, 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 0996.68158Casillas, 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 0985.68049Cordón, 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 1113.68520Herrera, Francisco; Herrera-Viedma, Enrique 2 2001 Fuzzy modeling by hierarchically built fuzzy rule bases. Zbl 0982.68149Cordón, Oscar; Herrera, Francisco; Zwir, Igor 1 2001 A multicriteria genetic tuning for fuzzy logic controllers. Zbl 1014.68220Alcalá, R.; Casillas, J.; Castro, J. L.; González, A.; Herrera, F. 1 2001 Improvement to the cooperative rules methodology by using the ant colony system algorithm. Zbl 0996.68243Alcalá, R.; Casillas, J.; Cordón, O.; Herrera, F. 1 2001 Linguistic decision analysis: steps for solving decision problems under linguistic information. Zbl 1073.91528Herrera, F.; Herrera-Viedma, E. 164 2000 A fusion approach for managing multi-granularity linguistic term sets in decision making. Zbl 0963.91025Herrera, F.; Herrera-Viedma, E.; Martínez, Luis 82 2000 Choice functions and mechanisms for linguistic preference relations. Zbl 0984.68156Herrera, F.; Herrera-Viedma, E. 51 2000 ...and 39 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 2,138 Authors 68 Herrera, Francisco 63 Xu, Zeshui 38 Herrera-Viedma, Enrique 27 Xu, Yejun 25 Chiclana, Francisco 17 Cordón, Oscar 16 Chen, Shyiming 16 Meng, Fanyong 16 Wang, Huimin 15 Chen, Huayou 15 Chen, Xiaohong 15 Dong, Yucheng 15 Liu, Xinwang 15 Martínez, Luis A. 13 Bustince, Humberto 13 Lozano, Manuel 13 Wang, Zhoujing 13 Zhou, Ligang 12 Pedrycz, Witold 11 De Baets, Bernard 11 García-Martínez, Carlos 11 Liao, Huchang 11 Verdegay, José Luis 10 Fan, Zhiping 10 Liu, Jinpei 10 Merigó, José M. 10 Rodríguez, Rosa M. 10 Wang, Jianqiang 10 Yager, Ronald R. 9 Liu, Fang 9 Wang, Yingming 8 Alcalá-Fdez, Jesús 8 Alonso, Sergio 8 Beg, Ismat 8 Cabrerizo, Francisco Javier 8 García-Lapresta, José Luis 8 Montes, Susana 8 Villar, Pedro 8 Xu, Yinfeng 8 Zeng, Shouzhen 7 Barrenechea, Edurne 7 Fernández, Alberto 7 Ju, Yanbing 7 Rashid, Tabasam 7 Wu, Zhibin 7 Xu, Jiuping 7 Xu, Yang 7 Zhang, Zhiming 6 Alcalá, Rafael 6 Beliakov, Gleb 6 Brunelli, Matteo 6 Casillas, Jorge 6 Castillo, Oscar 6 Cavallo, Bice 6 Dong, Jiuying 6 Fu, Chao 6 Li, Dengfeng 6 Li, Kevin W. 6 Mesiar, Radko 6 Pagola, Miguel 6 Rodríguez, Francisco J. 6 Tang, Jie 6 Wan, Shuping 6 Xia, Meimei 5 Agell, Núria 5 Blum, Christian 5 Cornelis, Chris 5 Díaz, Susana 5 Fedrizzi, Michele 5 Gonzalez Muñoz, Antonio 5 Gou, Xunjie 5 Ma, Jian 5 Ruan, Da 5 Sánchez, Luciano 5 Sánchez, Mónica 5 Tao, Zhifu 5 Torra, Vicenç 5 Wu, Jian 5 Yang, Shanlin 5 Yang, Wu’e 5 Zhang, Hongyu 5 Zhu, Bin 4 Alcantud, José Carlos Rodríguez 4 Bedregal, Benjamín René Callejas 4 Bielza, Concha 4 Casanovas, Montserrat 4 Chen, Jian 4 D’Apuzzo, Livia 4 del Jesus, María José 4 Ekel, Petr Ya. 4 Fernández Fernández, Francisco Javier 4 Gámez, José Antonio 4 Ghanbari, Reza 4 Gomide, Fernando A. 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