2025

Antonio F. Roldán López de Hierro, A. Cruz, R.H.N. Santiago, C. Roldán, Diego García-Zamora, F. Neres, Humberto Bustince Fuzzy dissimilarities and the fuzzy Choquet integral of triangular fuzzy numbers on [0,1]
Fuzzy Sets and Systems, vol. 505, p. 109277, 2025.
 https://doi.org/10.1016/j.fss.2025.109277 27 alphaorder choquet_compressed.pdf629.08 KB
Diego García-Zamora, Luis Martínez Mean Squared Error Utility for Fuzzy Preference Relations
“Mean Squared Error Utility for Fuzzy Preference Relations”, in Decision Making Under Uncertainty Via Optimization, Modelling, and Analysis, Springer, 2025, pp. 67-90.
 https://doi.org/10.1007/978-981-96-0085-4 2025 MSE Utility_compressed.pdf262.88 KB
Xiao-Hong Pan, Shifan He, Diego García-Zamora, Ying-Ming Wang, Luis Martínez A novel online reviews-based decision-making framework to manage rating and textual reviews
Expert Systems with Applications, 2025.
 https://doi.org/10.1016/j.eswa.2024.125367 24 2025 Interval Ranking and Ratings_compressed.pdf628.05 KB
Diego García-Zamora, Bapi Dutta, LeSheng Jin, Zhen-Song Chen, Luis Martínez A data-driven large-scale group decision-making framework for managing ratings and text reviews
Expert Systems with Applications, 2025.
 25 STandR-BUI_compressed.pdf664.65 KB
Yefan Han, Bapi Dutta, Diego García-Zamora, Ying Ji, Shaojian Qu, Luis Martínez ELICIT information-based robust large-scale minimum cost consensus model under social networks
Applied Soft Computing, vol. 170, p. 112647, 2025.
 https://doi.org/10.1016/j.asoc.2024.112647

2024

Diego García-Zamora, Anderson Cruz, Fernando Neres, Regivan H.N. Santiago, Antonio F. Roldán López de Hierro, Rui Paiva, Graçaliz. P. Dimuro, Luis Martínez, Benjamín Bedregal, Humberto Bustince Admissible OWA operators for fuzzy numbers
Fuzzy Sets and Systems, vol. 480, p. 108863, 2024.
 https://doi.org/10.1016/j.fss.2024.108863 1-s2.0-S0165011424000095-main.pdf903.26 KB
Shi-Fan He, Xiao-Hong Pan, Ying-Ming Wang, Diego García-Zamora, Luis Martínez A novel Multi-Criteria Decision Making framework based on Evidential Reasoning dealing with missing information from online reviews
Information Fusion, vol. 106, p. 102264, 2024.
 https://doi.org/10.1016/j.inffus.2024.102264
LeSheng Jin, Radko Mesiar, Tapan Senapati, Chiranjibe Jana, Chao Ma, Diego García-Zamora, Ronald R. Yager. Ordered weighted geometric averaging operators for basic uncertain information
Information Sciences, vol. 663, 2024.
 https://doi.org/10.1016/j.ins.2024.120275 2024 LS GOWA- BUI_compressed.pdf435.71 KB
Juan Baz, Diego García-Zamora, Irene Díaz, Susana Montes, Luis Martínez Flexible-dimensional L-statistic for mean estimation of symmetric distributions
Statistical Papers, 2024.
 https://doi.org/10.1007/s00362-024-01547-z 2024 EVR-L STATISTIC_compressed.pdf483.16 KB
LeSheng Jin, Zhen-Song Chen, Radko Mesiar, Tapan Senapati, Diego García-Zamora, Luis Martínez Weights generation models based on acceptance degrees in decision-making
Fuzzy Sets and Systems, vol. 486, p. 108972, 2024.
 https://doi.org/10.1016/j.fss.2024.108972 2024 LS-WAD_compressed.pdf360.04 KB
Ying-Ming Wang, Hui-Hui Song, Bapi Dutta, Diego García-Zamora, Luis Martínez Consensus reaching in LSGDM: Overlapping community detection and bounded confidence-driven feedback mechanism
Information Sciences, vol. 679, p. 121104, 2024.
 https://doi.org/10.1016/j.ins.2024.121104
Diego García-Zamora, Bapi Dutta, José Rui Figueira, Luis Martínez The Deck of Cards Method to Build Interpretable Fuzzy Sets in Decision-making
European Journal of Operational Research, 2024.
 https://doi.org/10.1016/j.ejor.2024.06.039
Diego García-Zamora, Anderson Cruz, Fernando Neres, Regivan Santiago, Antonio F. Roldán López de Hierro, Humberto Bustince On the admissibility of the alpha-order for fuzzy numbers
Computational and Applied Mathematics, 2024.
 https://doi.org/10.1007/s40314-024-02885-2 2024 COAM Admissibility alphaorder.pdf540.76 KB
Hui-Hui Song, Bapi Dutta, Diego García-Zamora, Ying-Ming Wang, Luis Martínez Managing non-cooperative behaviors in consensus reaching process: A novel multi-stage linguistic LSGDM framework
Expert Systems with Applications, vol. 240, p. 122555, 2024.
 https://doi.org/10.1016/j.eswa.2023.122555

2023

Diego García-Zamora, Rui Paiva, Anderson Cruz, Javier Fernandez, Humberto Bustince Some Construction Methods for Pseudo-Overlaps and Pseudo-Groupings and Their Application in Group Decision Making
Axioms, 2023.
 https://doi.org/10.3390/axioms12060589 2023 PO and PG in GDM.pdf330.18 KB
Ying-Ming Wang, Xiao-Hong Pan, Shi-Fan He, Bapi Dutta, Diego García-Zamora, Luis Martínez A New Decision-Making Framework for Site Selection of Electric Vehicle Charging Station with Heterogeneous Information and Multi-Granular Linguistic Terms
IEEE Transactions on Fuzzy Systems, pp. 1-15, 2023.
 10.1109/TFUZZ.2022.3214104 A_New_Decision-Making_Framework_for_Site_Selection_of_Electric_Vehicle_Charging_Station_with_Heterogeneous_Information_a.pdf4.93 MB
Diego García-Zamora Toma de decisiones inteligentes bajo incertidumbre
Jaén: Universidad de Jaén, 2023.
 Tesis_Memoria_imp_compressed.pdf4.06 MB
Diego García-Zamora, Álvaro Labella, Rosa María Rodríguez, Luis Martínez A Linguistic Metric for Consensus Reaching Processes based on ELICIT Comprehensive Minimum Cost Consensus Models
IEEE Transactions on Fuzzy Systems., vol. 31, no. 5, pp. 1676 - 1688, 2023.
 10.1109/TFUZZ.2022.3213943
Bapi Dutta, Diego García-Zamora, Álvaro Labella, Luis Martínez Which Prioritization Method is Better for Deriving Priority from Best-Worst Preferences? A Theoretical and Experimental Analysis.
“Which Prioritization Method is Better for Deriving Priority from Best-Worst Preferences? A Theoretical and Experimental Analysis.”, in In The Fourtth International Workshop on Best-Worst Method (BWM-2023), Delft, The Netherlands, 08-09 June , 2023.
 2023 Certificate of Attendance BWM_Diego.pdf105.7 KB
Ying-Ming Wang, Shi-Fan He, Diego García-Zamora, Xiao-Hong Pan, Luis Martínez A Large Scale Group Three-Way Decision-based consensus model for site selection of New Energy Vehicle charging stations
Expert Systems with Applications, vol. 214, p. 119107, 2023.
 https://doi.org/10.1016/j.eswa.2022.119107
LeSheng Jin, Zhen-Song Chen, Ronald R. Yager, Tapan Senapati, Radko Mesiar, Diego García-Zamora, Bapi Dutta, Luis Martínez Ordered weighted averaging operators for basic uncertain information granules
Information Sciences, vol. 645, p. 119357, 2023.
 https://doi.org/10.1016/j.ins.2023.119357
Diego García-Zamora, Álvaro Labella, Rosa María Rodríguez, Luis Martínez Nonlinear Scaled Preferences in Linguistic Multi-Criteria Group Decision Making
“Nonlinear Scaled Preferences in Linguistic Multi-Criteria Group Decision Making”, in Real Life Applications of Multiple Criteria Decision-Making Techniques in Fuzzy Domain, Singapore : Springer Nature , 2023, pp. 59-83.
 https://doi.org/10.1007/978-981-19-4929-6 2022-Real Life Applications of Multiple Criteria Decision Making Techniques in Fuzzy Domain.pdf562.54 KB
Álvaro Labella, Diego García-Zamora, Rosa María Rodríguez, Luis Martínez Selection of Circular Economy Indicators through a Large-scale Comprehensive Minimum Cost Consensus Model
“Selection of Circular Economy Indicators through a Large-scale Comprehensive Minimum Cost Consensus Model”, in 13th Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2023, Palma (Spain), September 4-8th, 2023, p. 40.
 2023-Labella et al-EUSFLAT.pdf3.58 MB
Diego García-Zamora, Álvaro Labella, Rosa María Rodríguez, Luis Martínez A metric to evaluate linguistic consensus-reaching processes.
“A metric to evaluate linguistic consensus-reaching processes.”, in 13th Conference of the European Society for Fuzzy Logic and Technology EUSFLAT 2023 and 12th International Summer School on Aggregation Operators AGOP 2023, Palma, Spain 4-8 September 2023, 2023.
 2023 EUSFLAT - Book_0.pdf2.23 MB
Yefan Han, Bapi Dutta, Diego García-Zamora, Luis Martínez Robust Comprehensive Minimum Cost Consensus Model for Multi-Criteria Group Decision Making
“Robust Comprehensive Minimum Cost Consensus Model for Multi-Criteria Group Decision Making”, in Advances in Complex Decision Making , Chapman and Hall/CRC, 2023, pp. 88-108.
 https://doi.org/10.1201/9781003340621-6 2023 BC Robust_compressed (2).pdf1.94 MB
Si-Hai Feng, Yao-Jiao Xin, Sheng-Hua Xiong, Zhen-Song Chen, Muhammet Deveci, Diego García-Zamora, Witold Pedrycz Safety Perception Evaluation of Civil Aviation Based on Weibo Posts in China: An Enhanced Large-Scale Group Decision-Making Framework
Int. J. Fuzzy Syst, 2023.
 https://doi.org/10.1007/s40815-023-01510-4 2023 Civil Aviation.comprimido.pdf1.48 MB
Xiao-Hong Pan, Shi-Fan He, Diego García-Zamora, Luis Martínez Interval Type-2 Fuzzy Decision Analysis Framework Based on Online Textual Reviews
“Interval Type-2 Fuzzy Decision Analysis Framework Based on Online Textual Reviews”, in Advances in Complex Decision Making , Chapman and Hall/CRC , 2023, pp. 66-87.
 https://doi.org/10.1201/9781003340621-5 2023 BC Interval Type 2-comp_compressed.pdf997.06 KB
Hui-Hui Song, Diego García-Zamora, Álvaro Labella, Xiang Jia, Ying-Ming Wang, Luis Martínez Handling multi-granular hesitant information: A group decision-making method based on cross-efficiency with regret theory
Expert Systems with Applications, vol. 227, p. 120332, 2023.
 https://doi.org/10.1016/j.eswa.2023.120332
Diego García-Zamora, Bapi Dutta, Álvaro Labella, Luis Martínez A Fuzzy-set based formulation for minimum cost consensus models
Computers & Industrial Engineering, vol. 181, p. 109295, 2023.
 https://doi.org/10.1016/j.cie.2023.109295
Álvaro Labella, Diego García-Zamora, Rosa María Rodríguez, Luis Martínez An Automatic Linguistic Consensus Model for Sustainability
“An Automatic Linguistic Consensus Model for Sustainability”, in The 18th international Conference on Intelligent Systems and Knowledge Engineering (ISKE2023), Fuzhou (China), November 17-19, 2023.
 10.1109/ISKE60036.2023.10481285 2023-Labella et al-ISKE.pdf3.7 MB
Yefan Han, Diego García-Zamora, Bapi Dutta, Ying Ji, Shaojian Qu, Luis Martínez Large-scale group decision consensus under social network: A chance-constrained robust-based minimum cost consensus model
Expert Systems with Applications, vol. 231, p. 120728, 2023.
 https://doi.org/10.1016/j.eswa.2023.120728
Diego García-Zamora, Álvaro Labella, Rosa María Rodríguez, Luis Martínez A Framework for the Selection of Indicators through Fuzzy Thresholds: A Circular Economy Application
“A Framework for the Selection of Indicators through Fuzzy Thresholds: A Circular Economy Application”, in The 18th international Conference on Intelligent Systems and Knowledge Engineering (ISKE2023), Fuzhou (China), November 17-19), 2023.
 10.1109/ISKE60036.2023.10481032 2023-García-Zamora et al-ISKE.pdf1.2 MB

2022

Diego García-Zamora, Álvaro Labella, Pedro Nuñez-Cacho, Rosa María Rodríguez Modelos de Consenso basados en Mínimo Coste para Expresiones ELICIT: una Aplicación a Economía Circular en XXI Conferencia de la Asociación Española para la Inteligencia Artificial, 5-7 Septiembre, Toledo (España)
2022.
Diego García-Zamora, Álvaro Labella, Weiping Ding, Rosa María Rodríguez, Luis Martínez Large-Scale Group Decision Making: A Systematic Review and a Critical Analysis
IEEE/CAA Journal of Automatica Sinica, vol. 9, pp. 949-966, 2022.
 10.1109/JAS.2022.105617
Diego García-Zamora, Luis Martínez Flexible-Dimensional EVR-OWA as Mean Estimator for Symmetric Distributions
“Flexible-Dimensional EVR-OWA as Mean Estimator for Symmetric Distributions”, in The 19th International Conference On Information Processing And Management Of Uncertainty In Knowledge-Based Systems (IPMU 2022), Milan (Italy), July 11-15, 2022.
 https://doi.org/10.1007/978-3-031-08971-8_2 Ipmu2020.pdf3.65 MB
Álvaro Labella, Diego García-Zamora, Rosa María Rodríguez, Luis Martínez Fuzzy TODIM for ELICIT Information.
“Fuzzy TODIM for ELICIT Information.”, in International Conference on Intelligent and Fuzzy Systems (INFUS 2022), Istanbul (Turkey), July 19-21, 2022.
 https://doi.org/10.1007/978-3-031-09173-5_48 2022-INFUS Intelligent and Fuzzy Systems- ELICIT TODIM-paper-compressed_0.pdf1.65 MB
Álvaro Labella, Diego García-Zamora, Wen He, Rosa María Rodríguez, Luis Martínez Grouping representative points in AHP-FuzzySort with agglomerative hierarchical clustering.
“ Grouping representative points in AHP-FuzzySort with agglomerative hierarchical clustering.”, in The International Symposium on the Analytic Hierarchy Process (ISAHP2022), Online, December 15-18, 2022.
 http://dx.doi.org/10.13033/isahp.y2022.045 2022-Labella et al-AHP.pdf630.27 KB
Diego García-Zamora, Álvaro Labella, Rosa María Rodríguez, Luis Martínez Symmetric weights for OWA operators prioritizing intermediate values. The EVR-OWA operator
Information Sciences, vol. 584, pp. 583-602, 2022.
 https://doi.org/10.1016/j.ins.2021.10.077 1-s2.0-S0020025521011014-main_0.pdf1.3 MB
Diego García-Zamora, Álvaro Labella, Rosa María Rodríguez, Luis Martínez Comprehensive Minimum Cost Consensus Models for ELICIT Information.
“Comprehensive Minimum Cost Consensus Models for ELICIT Information.”, in In 2022 Word Congress on Computational Intelligence - IEEE WCCI2022, Padua, Italy 18-23 July , 2022.
 2021 FUZZ-IEEE proceedings.pdf1.06 MB
Diego García-Zamora, Bapi Dutta Auto-generated Relative Importance for Multi-agent Inducing Variable in Uncertain and Preference Involved Evaluation
Int J Comput Intell Syst, vol. 15, no. 108, 2022.
 10.1007/s44196-022-00167-5 2022 Auto-generated Relative importance BUI.pdf1.5 MB
Diego García-Zamora, Bapi Dutta, Sebastia Massanet, Juan Vicente Riera, Luis Martínez Relationship between the distance consensus and the consensus degree in Comprehensive Minimum Cost Consensus models: A polytope-based analysis.
European Journal of Operational Research, 2022.
 https://doi.org/10.1016/j.ejor.2022.08.015 04 2022 Relationship between the distance consensus and the consensus degree in comprehensive minimum cost consensus models.pdf1.37 MB
Álvaro Labella, Diego García-Zamora, Rosa María Rodríguez, Luis Martínez A Consensus-based Best-Worst Method for Multi-criteria Group Decision-Making
“A Consensus-based Best-Worst Method for Multi-criteria Group Decision-Making”, in Best-Worst Method Workshop 2022, Delf, Netherlands 9-10 June, 2022.
Diego García-Zamora, Álvaro Labella, Rosa María Rodríguez, Luis Martínez Comprehensive Minimum Cost Consensus for Analyzing the Cost of Different Agreed Solutions
“Comprehensive Minimum Cost Consensus for Analyzing the Cost of Different Agreed Solutions”, in 15th International FLINS Conference on Machine Learnng, Multi agent and Cyber physical systems and the 17th International ISKE Conference (FLINS/ISKE 2022) Tianjin (China) 26-28 August , 2022.
 2022 ISKE proceedings.pdf636.24 KB
Diego García-Zamora, Álvaro Labella, Rosa María Rodríguez, Luis Martínez Nonlinear Preferences in Consensus Reaching Processes. Extreme Values Amplifications
XXI Congreso español sobre Tecnologías y Lógica Fuzzy (ESTYLF 2022), Toledo 4 –7 de Septiembre . 2022.
 2022 ESYLF certif presentacion.pdf246.25 KB
Diego García-Zamora, Álvaro Labella, Pedro Nuñez-Cacho, Rosa María Rodríguez, Luis Martínez Modelos de consenso basados en Mínimo Coste para expresiones ELICIT
XXI Congreso español sobre Tecnologías y Lógica Fuzzy (ESTYLF 2022), celebrado en Toledo el 4 –7 de Septiembre . 2022.
 2022 ESYLF certif presentacion 2_0.pdf240.27 KB

2021

Diego García-Zamora, Álvaro Labella, Rosa María Rodríguez, Luis Martínez Preferencias no lineales en Toma de Decisión en Grupo. Amplificación de Valores Extremos
CEDI 20/21: VI Congreso Español de Informática, 22-24 September, Málaga (Spain). 2021.
 03_merged.pdf940.71 KB
Diego García-Zamora, Álvaro Labella, Rosa María Rodríguez, Luis Martínez Nonlinear preferences in group decision-making. Extreme values amplifications and extreme values reductions
International Journal of Intelligent Systems, vol. 36, pp. 6581-6612, 2021.
 https://doi.org/10.1002/int.22561
Diego García-Zamora, Álvaro Labella, Rosa María Rodríguez, Luis Martínez An Ordered Weighted Averaging Operator based on Extreme Values Reductions
“An Ordered Weighted Averaging Operator based on Extreme Values Reductions”, in The 19th World Congress of the International Fuzzy Systems Association The 12th Conference of the European Society for Fuzzy Logic and Technology jointly with the AGOP, IJCRS, and FQAS conferences, September 19-24, Bratislava (Slovakia),,, 2021.
 10.2991/asum.k.210827.039 2021 IFSA2021-ACTAS.pdf326.9 KB
Álvaro Labella, Diego García-Zamora, Rosa María Rodríguez, Luis Martínez A Novel Linguistic Cohesion Measure based on Restricted Equivalence Functions for Weighting Experts’ subgroups in Large-scale Group Decision Making Problems
“A Novel Linguistic Cohesion Measure based on Restricted Equivalence Functions for Weighting Experts’ subgroups in Large-scale Group Decision Making Problems”, in International Virtual Workshop on Business Analytics Eureka, 2-4th June, Ciudad Juarez (México), 2021.
Diego García-Zamora, Álvaro Labella, Rosa María Rodríguez, Luis Martínez Modelling non linear preferences in Consensus Reaching Processes. A sustainability application
“Modelling non linear preferences in Consensus Reaching Processes. A sustainability application”, in 16th International Conference on Intelligent Systems and Knowledge Engineering, 26-28 November, Chengdu (China), 2021.
Diego García-Zamora, Álvaro Labella, Rosa María Rodríguez, Luis Martínez Non Linear Scales in GDM: Extreme Values Amplifications.
“ Non Linear Scales in GDM: Extreme Values Amplifications.”, in In International Virtual Workshop on Business Analytics Eureka, 2-4 Junio, Ciudad Juarez (México) , 2021.
 2021 14 Non linear Eureka´s Paper Certificate UACJ 2021.pdf767.49 KB