Publications

In progress

Muhammet Deveci, Rosa María Rodríguez, Álvaro Labella, Muharrem Enis Ciftci A decision support system for reducing the strategic risk in the schedule building process for network carrier airline operations
Annals of Operations Research.
Supplementary files:
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.
Supplementary files:
Z.X. Zhang, Liang Wang, Ying-Ming Wang, Luis Martínez A novel alpha-level sets based fuzzy DEMATEL method considering experts’ hesitant information
Expert Systems with Applications, p. 118925.
Supplementary files:
Jianming Zhan, Jiang Deng, Z.S Xu, Luis Martínez A three-way decision methodology with regret theory via triangular fuzzy numbers in incomplete multi-scale decision information systems
IEEE Transactions on Fuzzy Systems, pp. 1-15.
Supplementary files:
Pavel Anselmo Alvarez, Cuitláhuac Valdez, Bapi Dutta Analysis of the innovation capacity of Mexican regions with the multiple criteria hierarchy process
Socio-Economic Planning Sciences.
Supplementary files:
Jian-Peng Chang, Zhen-Song Chen, Zhu-Jun Wang, LeSheng Jin, Witold Pedrycz, Luis Martínez, Miroslaw J. Skibniewski Assessing the Spatial Synergy Between Integrated Urban Rail Transit System and Urban Form: A BULI-Based MCLSGA Model With Wisdom of Crowds
IEEE Transactions on Fuzzy Systems, pp. 1-15.
Supplementary files:
Guangquan Huang, Liming Xiao, Witold Pedrycz, Genbao Zhang, Luis Martínez Failure Mode and Effect Analysis Using T-Spherical Fuzzy Maximizing Deviation and Combined Comparison Solution Methods
IEEE Transactions on Reliability, pp. 1-22.
Supplementary files:
Swati Rani Hait, Bapi Dutta, Debashree Guha, Debjani Chakraborty Improved Bonferroni mean operator to apprehend graph based data interconnections with application to the Hacker Attack system
Information Sciences.
Supplementary files:
Zhen-Song Chen, Sheng Wu, Kannan Govindan, Xian-Jia Wang, Kwai-Sang Chin, Luis Martínez Optimal pricing decision in a multi-channel supply chain with a revenue-sharing contract
ANNALS OF OPERATIONS RESEARCH.
Supplementary files:
Tapan Senapati, Luis Martínez, Guiyun Chen Selection of Appropriate Global Partner for Companies Using q-Rung Orthopair Fuzzy Aczel—Alsina Average Aggregation Operators
International Journal of Fuzzy Systems.
online_1.pdf1.37 MB Supplementary files:

2023

Luis Martínez, Hasan Dinçer, Serhat Yüksel A hybrid decision making approach for new service development process of renewable energy investment
Applied Soft Computing, vol. 133, p. 109897, 2023.
1-s2.0-S1568494622009462-main_0.pdf1.23 MB Supplementary files:
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.
Supplementary files:
Xiaoyu Ma, Jindong Qin, Luis Martínez, Witold Pedrycz A linguistic information granulation model based on best-worst method in decision making problems
Information Fusion, vol. 89, pp. 201-227, 2023.
INFUS_2023_bwm_Granulation_compressed3.pdf984.92 KB Supplementary files:
Yuanyuan Liang, Yanbing Ju, Peiwu Dong, Xiao-Jun Zeng, Luis Martínez, Jinhua Dong, Aihua Wang A sentiment analysis-based two-stage consensus model of large-scale group with core-periphery structure
Information Sciences, vol. 622, pp. 808-841, 2023.
Supplementary files:
LeSheng Jin, Zhen-Song Chen, Jiang-Yuan Zhang, Ronald R. Yager, Radko Mesiar, Martin Kalina, Humberto Bustince, Luis Martínez Bi-polar preference based weights allocation with incomplete fuzzy relations
Information Sciences, vol. 621, pp. 308-318, 2023.
Supplementary files:
Kuo Pang, Pengsen Liu, Shaoxiong Li, Li Zou, Mingyu Lu, Luis Martínez Concept lattice simplification with fuzzy linguistic information based on three-way clustering
International Journal of Approximate Reasoning, vol. 154, pp. 149-175, 2023.
Supplementary files:
Zhen Hua, Xiaochuan Jing, Luis Martínez Consensus reaching for social network group decision making with ELICIT information: A perspective from the complex network
Information Sciences, vol. 627, p. 71 -- 96, 2023.
1-s2.0-S0020025523000841-main.pdf2.64 MB Supplementary files:
Wei Liang, Álvaro Labella, Ying-Ming Wang, Rosa María Rodríguez Consensus reaching process under interval-valued hesitant fuzzy environment
Computers & Industrial Engineering, vol. 176, p. 108971, 2023.
Supplementary files:
Peng Wu, Fengen Li, Jie Zhao, Ligang Zhou, Luis Martínez Consensus Reaching Process With Multiobjective Optimization for Large-Scale Group Decision Making With Cooperative Game
IEEE Transactions on Fuzzy Systems, vol. 31, no. 1, pp. 293-306, 2023.
Supplementary files:
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.
2022-Real Life Applications of Multiple Criteria Decision Making Techniques in Fuzzy Domain.pdf562.54 KB Supplementary files:
Dragan Pamucar, Ilgin Gokasar, Ali Ebadi Torkayesh, Muhammet Deveci, Luis Martínez, Qun Wu Prioritization of Unmanned Aerial Vehicles in Transportation Systems Using the Integrated Stratified Fuzzy Rough Decision-Making Approach with the Hamacher Operator
Information Sciences, vol. 622, pp. 374-404, 2023.
Supplementary files:
Jian-Peng Chang, Zhen-Song Chen, Xian-Jia Wang, Luis Martínez, Witold Pedrycz, Mirosław J. Skibniewski Requirement-driven sustainable supplier selection: Creating an integrated perspective with stakeholders interests and the wisdom of expert crowds
Computers & Industrial Engineering, vol. 175, p. 108903, 2023.
Supplementary files:
Liang Wang, Z.X. Zhang, Alessio Ishizaka, Ying-Ming Wang, Luis Martínez TODIMSort: A TODIM based method for sorting problems
Omega, vol. 115, p. 102771, 2023.
Supplementary files:

2022

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.
2022AHP.pdf153.88 KB Supplementary files:
Rosa María Rodríguez, Álvaro Labella, Pedro Nuñez-Cacho, Valentín Molina-Moreno, Luis Martínez A comprehensive minimum cost consensus model for large scale group decision making for circular economy measurement
Technological Forecasting & Social Change, vol. 175, p. 121391, 2022.
Supplementary files:
Shuping Wan, Wen-Chang Zou, Jiuying Dong, Luis Martínez A consensual method for multi-criteria group decision-making with linguistic intuitionistic information
Information Sciences, vol. 582, pp. 797-832, 2022.
Supplementary files:
Shengli Li, Rosa María Rodríguez, Cuiping Wei, Ting Shu A consensus model for large scale group decision making with hesitant fuzzy linguistic information and hierarchical feedback mechanism
Computers & Industrial Engineering, vol. 173, p. 108669, 2022.
Supplementary files:
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.
Workshop_BWM_2022.pdf1.52 MB Supplementary files:
Raciel Yera, Ahmad A. Alzahrani, Luis Martínez A fuzzy content-based group recommender system with dynamic selection of the aggregation functions
International Journal of Approximate Reasoning, vol. 150, pp. 273-296, 2022.
1-s2.0-S0888613X2200127X-main.pdf1.83 MB Supplementary files:
Muhammet Deveci, Dragan Pamucar, Ilgin Gokasar, Dursun Delen, Luis Martínez A fuzzy Einstein-based decision support system for public transportation management at times of pandemic
Knowledge-Based Systems, p. 109414 , 2022.
1-s2.0-S0950705122007079-main (1).pdf754.06 KB Supplementary files:
Quanyu Ding, Ying-Ming Wang, Mark Goh, Rosa María Rodríguez, Luis Martínez A hesitant fuzzy linguistic bidirectional projection-regret decision making model
Computers & Industrial Engineering, vol. 169, p. 108197, 2022.
Supplementary files:
Ana Licerán-Gutiérrez, Cristina Ortega-Rodríguez, Antonio Moreno-Albarracín, Álvaro Labella, Rosa María Rodríguez, Luis Martínez A Linguistic Group Best–Worst Method for Measuring Good Governance in the Third Sector: A Spanish Case Study
International Journal of Fuzzy Systems, vol. 24, pp. 2133–2156, 2022.
Supplementary files:
Yingying Liang, Yanbing Ju, Luis Martínez, Peiwu Dong, Aihua Wang A multi-granular linguistic distribution-based group decision making method for renewable energy technology selection
Applied Soft Computing, vol. 116, p. 108379, 2022.
Supplementary files:
Xiao-Hong Pan, Shi-Fan He, Ying-Ming Wang, Luis Martínez A novel interval-valued three-way decision theory under multiple criteria environment
Knowledge-Based Systems, vol. 253, p. 109522, 2022.
Supplementary files:
Liming Xiao, Guangquan Huang, Witold Pedrycz, Dragan Pamucar, Luis Martínez, Genbao Zhang A q-rung orthopair fuzzy decision-making model with new score function and best-worst method for manufacturer selection
Information Sciences, vol. 608, pp. 153-177, 2022.
Supplementary files:
Zelin Wang, Ying-Ming Wang, Luis Martínez A Stochastic Perspective on a Group Decision-Making Method Based on Two-Dimension 2-Tuple Linguistic Information
International Journal of Fuzzy Systems, vol. 24, pp. 1425-1445, 2022.
Supplementary files:
Wen He, Rosa María Rodríguez, Bapi Dutta, Luis Martínez A type-1 OWA operator for Extended Comparative Linguistic Expressions with Symbolic Translation
Fuzzy Sets and Systems, vol. 446, pp. 167-192, 2022.
Supplementary files:
Qingxing Dong, Qi Sheng, Luis Martínez, Z. Zhang An adaptive group decision making framework: Individual and local world opinion based opinion dynamics
Information Fusion, vol. 78, pp. 218-231, 2022.
Supplementary files:
Peng Wu, Ligang Zhou, Luis Martínez An integrated hesitant fuzzy linguistic model for multiple attribute group decision-making for health management center selection
Computers & Industrial Engineering, vol. 171, p. 108404, 2022.
Supplementary files:
Álvaro Labella, Bapi Dutta, Luis Martínez An Optimal Best-Worst Prioritization Method under a 2-tuple Linguistic Environment in Decision Making
XXI Congreso de Tecnologías y Lógica Fuzzy (ESTYLF’22), 5-7 Septiembre, Toledo (España). pp. 78-79, 2022.
Supplementary files:
Sihai Zhao, Yucheng Dong, Luis Martínez, Witold Pedrycz Analysis of Ranking Consistency in Linguistic Multiple Attribute Decision Making: The Roles of Granularity and Decision Rules
IEEE Transactions on Fuzzy Systems, vol. 30, no. 7, pp. 2266-2278, 2022.
Supplementary files:
Wen He, Rosa María Rodríguez, Luis Martínez Asymmetric distance-based Comprehensive Minimum Cost Consensus Model
“Asymmetric distance-based Comprehensive Minimum Cost Consensus Model”, 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-He et al-ISKE.pdf594.9 KB Supplementary files:
Zhen-Song Chen, Li-Ping Yang, Rosa María Rodríguez, Zhengze Zhu, Witold Pedrycz, Miroslaw J. Skibniewski BIM-aided large-scale group decision support: Optimization of the retrofit strategy for existing buildings
Applied Soft Computing, vol. 131, p. 109790, 2022.
Supplementary files:
Hasan Dinçer, Serhat Yüksel, Luis Martínez Collaboration enhanced hybrid fuzzy decision-making approach to analyze the renewable energy investment projects
Energy Reports, vol. 8, pp. 377-389, 2022.
2022_EnergyReports_AnalyzeRen_Energy_projects.pdf765.28 KB Supplementary files:
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 Supplementary files:
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 Supplementary files:
Guangquan Huang, Liming Xiao, Witold Pedrycz, Dragan Pamucar, Genbao Zhang, Luis Martínez Design alternative assessment and selection: A novel Z-cloud rough number-based BWM-MABAC model
Information Sciences, vol. 603, pp. 149-189, 2022.
Supplementary files:
Wenguo Wu, Zhengchun Zhou, Avik Ranjan Adhikary, Bapi Dutta Discrete space reinforcement learning algorithm based on twin support vector machine classification
Pattern Recognition Letters, vol. 164, pp. 254-260, 2022.
Supplementary files:
Zhen-Song Chen, Xuan Zhang, Rosa María Rodríguez, Witold Pedrycz, Luis Martínez, Miroslaw J. Skibniewski Expertise-structure and risk-appetite-integrated two-tiered collective opinion generation framework for large scale group decision making
IEEE Transactions on Fuzzy Systems, vol. 30, no. 12, pp. 5496-5510, 2022.
Supplementary files:
Raciel Yera, Ahmad A. Alzahrani, Luis Martínez Exploring post-hoc agnostic models for explainable cooking recipe recommendations
Knowledge-Based Systems, vol. 251, p. 109216, 2022.
2022_knosys_exp_RS.pdf953.53 KB Supplementary files:
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.
Ipmu2020.pdf3.65 MB Supplementary files:
Boris Yatsalo, Alexander Radaev, Luis Martínez From MCDA to fuzzy MCDA: Presumption of model adequacy or is every fuzzification of an mCDA method justified?
Information Sciences, vol. 587, pp. 371-392, 2022.
Supplementary files:
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.
2022-INFUS Intelligent and Fuzzy Systems- ELICIT TODIM-paper-compressed_0.pdf1.65 MB Supplementary files:
Shi-Fan He, Ying-Ming Wang, Luis Martínez Gaussian IT2FSs-based prospect theory method with application to the evaluation of renewable energy sources
Computers & Industrial Engineering, vol. 169, p. 108266, 2022.
Supplementary files:
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.
Supplementary files:
Qiang Yang, Zhen-Song Chen, Catherine Y.P. Chan, Witold Pedrycz, Luis Martínez, Mirosław J. Skibniewski Large-scale group decision-making for prioritizing engineering characteristics in quality function deployment under comparative linguistic environment
Applied Soft Computing, vol. 127, p. 109359, 2022.
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Xiaoqing Chen, Xinwang Liu, Qun Wu, Muhammet Deveci, Luis Martínez Measuring technological innovation efficiency using interval type-2 fuzzy super-efficiency slack-based measure approach
Engineering Applications of Artificial Intelligence, vol. 116, p. 105405, 2022.
Supplementary files:
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 Supplementary files:
Li Zou, Luis Martínez, Jun Liu, Xiaoping Qiu, XingXing He New trends on machine learning applied to information processing under uncertainty
International Journal Of Machine Learning And Cybernetics, vol. 13, pp. 567–568, 2022.
Supplementary files:
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 Supplementary files:
Yi Yang, Zhen-Song Chen, Rosa María Rodríguez, Witold Pedrycz, Kwai-Sang Chin Novel fusion strategies for continuous interval-valued q-rung orthopair fuzzy information: a case study in quality assessment of SmartWatch appearance design
International Journal of Machine Learning and Cybernetics, 2022.
Supplementary files:
Jindong Qin, Yingying Liang, Luis Martínez, Alessio Ishizaka, Witold Pedrycz ORESTE-SORT: a novel multiple criteria sorting method for sorting port group competitiveness
Annals of Operations Research, 2022.
Supplementary files:
Dragan Pamucar, Muhammet Deveci, Ilgin Gokasar, Luis Martínez, Mario Köppen Prioritizing transport planning strategies for freight companies towards zero carbon emission using ordinal priority approach
Computers & Industrial Engineering, vol. 169, p. 108259, 2022.
Supplementary files:
Boris Yatsalo, Alexander Korobov, Alexander Radaev, Jindong Qin, Luis Martínez Ranking of Independent and Dependent Fuzzy Numbers and Intransitivity in Fuzzy MCDA
IEEE Transactions on Fuzzy Systems, vol. 30, no. 5, pp. 1382-1395, 2022.
Supplementary files:
Raciel Yera, Álvaro Labella, Luis Martínez Recomendación a grupos basada en un modelo de consenso de mínimo costo
“Recomendación a grupos basada en un modelo de consenso de mínimo costo”, in Marketing Digital y Big Data, Madrid: Funcas, 2022, pp. 45-65.
Supplementary files:
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.
1-s2.0-S0377221722006580-main.pdf1.72 MB Supplementary files:
Qian Zhao, Yanbing Ju, Luis Martínez, Witold Pedrycz, Peiwu Dong, Aihua Wang SMAA–Bicapacity–Choquet–Regret Model for Heterogeneous Linguistic MCDM With Interactive Criteria With Bipolar Scale and 2-Tuple Aspirations
IEEE Transactions on Fuzzy Systems, vol. 30, pp. 4384-4398, 2022.
Supplementary files:
Yuanyuan Liang, Yanbing Ju, Peiwu Dong, Luis Martínez, Xiao-Jun Zeng, Ernesto Santibanez Gonzalez, Mihalis Giannakis, Jinhua Dong, Aihua Wang Sustainable evaluation of energy storage technologies for wind power generation: A multistage decision support framework under multi-granular unbalanced hesitant fuzzy linguistic environment
Applied Soft Computing, vol. 131, p. 109768, 2022.
Supplementary files:
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.
Supplementary files:
Qian Zhao, Yanbing Ju, Luis Martínez, Peiwu Dong, Jingfeng Shan The SMAA-TWD model: A novel stochastic multi-attribute three-way decision with interrelated attributes in triangular fuzzy information systems
Information Sciences, vol. 618, pp. 14-38, 2022.
Supplementary files:
Yaya Liu, Rosa María Rodríguez, Jindong Qin, Luis Martínez Type-2 fuzzy envelope of extended hesitant fuzzy linguistic term set: Application to multi-criteria group decision making
Computers & Industrial Engineering, vol. 169, p. 108208, 2022.
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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 Supplementary files:
Bapi Dutta, Son Duy Dao, Luis Martínez, Mark Goh "An evolutionary strategic weight manipulation approach for multi-attribute decision making: TOPSIS method"
"International Journal of Approximate Reasoning", vol. 129, pp. 64-83, 2021.
Supplementary files:
Álvaro Labella, Bapi Dutta, Luis Martínez "An Optimal Best-Worst Prioritization Method under a 2-tuple Linguistic Environment in Decision Making"
"Computers & Industrial Engineering", vol. 155, p. "107141", 2021.
Supplementary files:
Álvaro Labella, Alessio Ishizaka, Luis Martínez "Consensual Group-AHPSort: Applying consensus to GAHPSort in sustainable development and industrial engineering"
"Computers & Industrial Engineering", vol. "152", p. "107013", 2021.
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Sihai Zhao, Yucheng Dong, Siqi Wu, Luis Martínez "Linguistic scale consistency issues in multi-granularity decision making contexts"
"Applied Soft Computing", vol. "101", p. "107035", 2021.
Supplementary files:
Rosa María Rodríguez, Álvaro Labella, Mikel Sesma-Sara, Humberto Bustince, Luis Martínez A Cohesion-driven Consensus Reaching Process for Large Scale Group Decision Making under a Hesitant Fuzzy Linguistic Term Sets Environment
Computers & Industrial Engineering, vol. 155, p. 107158, 2021.
Supplementary files:
Zelin Wang, Rosa María Rodríguez, Ying-Ming Wang, Luis Martínez A Consensus Reaching Process with Minimum Adjustment in Group Decision Making with Two dimensional 2-tuple Linguistic Information based on Reliability Measurement
“A Consensus Reaching Process with Minimum Adjustment in Group Decision Making with Two dimensional 2-tuple Linguistic Information based on Reliability Measurement”, in IEEE CIS International Conference on Fuzzy Systems 2021, 11th-14th July, Luxembourg, 2021.
Supplementary files:
Álvaro Labella, Bapi Dutta, Rosa María Rodríguez, Luis Martínez A Linguistic 2-tuple Best-Worst Method
“A Linguistic 2-tuple Best-Worst Method”, in BWM Workshop 2021, 10-11th June, Delft, The Netherlands, 2021, pp. 41–51.
Supplementary files:
Long-Hao Yang, Jun Liu, Y.M. Wang, Luis Martínez A Micro-Extended Belief Rule-Based System for Big Data Multiclass Classification Problems
IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 51, no. 1, pp. 420-440, 2021.
08510811.pdf4.77 MB Supplementary files:
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.
Supplementary files:
Zelin Wang, Rosa María Rodríguez, Ying-Ming Wang, Luis Martínez A novel method for group decision making based on two-dimensional 2-tuple linguistic from a stochastic perspective
“A novel method for group decision making based on two-dimensional 2-tuple linguistic from a stochastic perspective”, in International Virtual Workshop on Business Analytics Eureka, 2-4th June, Ciudad Juarez (México), 2021.
Supplementary files:
Shuping Wan, Wen-Chang Zou, Jiuying Dong, Luis Martínez A probabilistic linguistic dominance score method considering individual semantics and psychological behavior of decision makers
Expert Systems with Applications, vol. 184, p. 115372, 2021.
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Deepak Sharma, Prashant K. Gupta, Javier Andreu-Perez, Jerry M. Mendel, Luis Martínez A Python Software Library for Computing with Words and Perceptions
“A Python Software Library for Computing with Words and Perceptions”, in 2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2021, pp. 1-6.
Supplementary files:
Zelin Wang, Rosa María Rodríguez, Y.M. Wang, Luis Martínez A two-stage minimum adjustment consensus model for large scale decision making based on reliability modeled by two-dimension 2-tuple linguistic information
Computers & Industrial Engineering, vol. 151, p. 106973, 2021.
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Rosa María Rodríguez, Nesrin Halouani, Isis Truck Advances in Operations Research
International Journal of Operational Research, vol. 41, no. 1, pp. 1-3, 2021.
2021-Rodriguez et al-IJOR-vol41.pdf144.76 KB Supplementary files:
Wen He, Rosa María Rodríguez, Bapi Dutta, Luis Martínez Aggregation of Comparative Linguistic Expressions with Symbolic Translation by IOWA Operator for Group Decision Making
“Aggregation of Comparative Linguistic Expressions with Symbolic Translation by IOWA Operator for Group Decision Making ”, in International Virtual Workshop on Business Analytics Eureka, 2-4th June, Ciudad Juarez (México), 2021.
Supplementary files:
Álvaro Labella, Rosa María Rodríguez, Luis Martínez An Adaptive Consensus Model for Extended Comparative Linguistic Expressions with Symbolic Translation
“An Adaptive Consensus Model for Extended Comparative Linguistic Expressions with Symbolic Translation”, in Intelligent and Fuzzy Systems, 24–26th August, Izmir (Turkey), 2021, vol. 307, pp. 434–441.
Supplementary files:
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.
2021 IFSA2021-ACTAS.pdf326.9 KB Supplementary files:
Wen He, Bapi Dutta, Rosa María Rodríguez, Luis Martínez Application of Choquet Integral Operator to Aggregate ELICIT Information
“Application of Choquet Integral Operator to Aggregate ELICIT Information”, in Intelligent and Fuzzy Systems, 24–26th August, Izmir (Turkey), 2021, vol. 307, pp. 272-280.
Supplementary files:
Kiril Tenekedjiev, Natalia Nikolova, Rosa María Rodríguez, Kaoru Hirota Bootstrap Testing of Central Tendency Nullity Over Paired Fuzzy Samples
International Journal of Fuzzy Systems, vol. 23, pp. 1934–1954, 2021.
Supplementary files:
Álvaro Labella, Hongbin Liu, Rosa María Rodríguez, Luis Martínez Comprehensive Minimum Cost Models Based on Consensus Measures
“Comprehensive Minimum Cost Models Based on Consensus Measures”, in Computational Intelligence for Business Analytics, 1st ed., Springer International Publishing, 2021, pp. 47-60.
Supplementary files:
Rosa María Rodríguez, Álvaro Labella, Bapi Dutta, Luis Martínez Comprehensive minimum cost models for large scale group decision making with consistent fuzzy preference relations
Knowledge-Based Systems, vol. 215, p. 106780, 2021.
Supplementary files:
Álvaro Labella, Rosa María Rodríguez, Luis Martínez Computing with Comparative Linguistic Expressions and Symbolic Translation for Decision Making: ELICIT Information (Keywork)
XIX Conferencia de la Asociación Española para la Inteligencia Artificial, 22-24 Septiembre, Málaga (España). pp. 385-386, 2021.
Supplementary files:
Feifei Jin, Jinpei Liu, Ligang Zhou, Luis Martínez Consensus-Based Linguistic Distribution Large-Scale Group Decision Making Using Statistical Inference and Regret Theory
Group Decision and Negotiation, vol. 30, pp. pages 813–845, 2021.
Supplementary files:
Feifei Jin, Meng Cao, Jinpei Liu, Luis Martínez, Huayou Chen Consistency and trust relationship-driven social network group decision-making method with probabilistic linguistic information
Applied Soft Computing, vol. 103, p. 107170, 2021.
Supplementary files:
Yilena Pérez-Almaguer, Raciel Yera, A. A. Alzahrani, Luis Martínez Content-based group recommender systems: a general taxonomy and further improvements
Expert Systems with Applications, vol. 184, p. 115444, 2021.
Perez_Yera_etal_ESWA2021_ContentBased.pdf1.98 MB Supplementary files:
Erick González-Caballero, Rafael Espín-Andrade, Witold Pedrycz, Luis Martínez, Lilliana Guerrero-Ramos Continuous Linguistic Variables and Their Applications to Data Mining and Time Series Prediction
International Journal of Fuzzy Systems, 2021.
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Mina Rahimi, Ashkan Hafezalkotob, Sobhan Asian, Luis Martínez Environmental Policy making in Supply Chains under Ambiguity and Competition: A Fuzzy Stackelberg Game Approach
Sustainability, vol. 13, 2021.
Supplementary files:
Zhen-Song Chen, Xuan Zhang, Rosa María Rodríguez, Witold Pedrycz, Luis Martínez Expertise-based bid evaluation for construction-contractor selection with generalized comparative linguistic ELECTRE III
Automation in Construction, vol. 125, p. 103578, 2021.
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Wen He, Rosa María Rodríguez, Bapi Dutta, Luis Martínez Exploiting the type-1 OWA operator to fuse the ELICIT information
“Exploiting the type-1 OWA operator to fuse the ELICIT information”, in IEEE CIS International Conference on Fuzzy Systems 2021, 11th-14th July, Luxembourg, 2021.
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Jiang-Hong Zhu, Zhen-Song Chen, Bin Shuai, Witold Pedrycz, Kwai-Sang Chin, Luis Martínez Failure mode and effect analysis: A three-way decision approach
Engineering Applications of Artificial Intelligence, vol. 106, p. 104505, 2021.
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Boris Yatsalo, Alexander Korobov, Luis Martínez From MCDA to Fuzzy MCDA: violation of basic axiom and how to fix it
Neural Computing and Applications, vol. 33, pp. 1711–1732, 2021.
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Boris Yatsalo, Alexander Korobov, Basar Oztaysi, C. Kahraman, Luis Martínez Fuzzy extensions of PROMETHEE: Models of different complexity with different ranking methods and their comparison
"Fuzzy Sets and Systems", no. 422, pp. 1-26, 2021.
2021_FSS_published_0.pdf833.42 KB Supplementary files:
Wen He, Bapi Dutta, Rosa María Rodríguez, Ahmad A. Alzahrani, Luis Martínez Induced OWA Operator for Group Decision Making Dealing with Extended Comparative Linguistic Expressions with Symbolic Translation
Mathematics, vol. 9, no. 20, 2021.
2021-He et al-mathematics-vol9.pdf542.64 KB Supplementary files:
Zhen-Song Chen, Xuan Zhang, Witold Pedrycz, Xian-Jia Wang, Kwai-Sang Chin, Luis Martínez K-means clustering for the aggregation of HFLTS possibility distributions: N-two-stage algorithmic paradigm
Knowledge-Based Systems, vol. 227, p. 107230, 2021.
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Jun Liu, Rosa María Rodríguez, Hui Wang Knowledge Enhanced Data Analytics for Autonomous Decision Making
International Journal of Approximate Reasoning, vol. 136, pp. 247-248, 2021.
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Shengli Li, Rosa María Rodríguez, Cuiping Wei Managing manipulative and non-cooperative behaviors in large scale group decision making based on a WeChat-like interaction network
Information Fusion, vol. 75, pp. 1-15, 2021.
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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.
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Pavel Anselmo Alvarez, Alessio Ishizaka, Luis Martínez Multiple-criteria decision-making sorting methods: A survey
Expert Systems with Applications, vol. 183, p. 115368, 2021.
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Xianjuan Cheng, Shuping Wan, Jiuying Dong, Luis Martínez New decision-making methods with interval reciprocal preference relations: A new admissible order relation of intervals
Information Sciences, vol. 569, pp. 400-429, 2021.
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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.
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Long-Hao Yang, Jun Liu, Y.M. Wang, Chris Nugent, Luis Martínez Online updating extended belief rule-based system for sensor-based activity recognition
Expert Systems with Applications, vol. 186, p. 115737, 2021.
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Natalia Nikolova, Rosa María Rodríguez, Mark Symes, Daniela Toneva, Krasimir Kolev, Kiril Tenekedjiev Outlier Detection Algorithms Over Fuzzy Data with Weighted Least Squares
International Journal of Fuzzy Systems, vol. 23, pp. 1234–1256, 2021.
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Zhen-Song Chen, Lan-Lan Yang, Rosa María Rodríguez, Sheng-Hua Xiong, Kwai-Sang Chin, Luis Martínez Power-average-operator-based hybrid multiattribute online product recommendation model for consumer decision-making
International Journal of Intelligent Systems, vol. 36, pp. 2572-2617, 2021.
2021_PowerAO.pdf5.17 MB Supplementary files:
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 Supplementary files:
Hamidreza Seiti, Ashkan Hafezalkotob, Luis Martínez R-sets, Comprehensive Fuzzy Sets Risk Modeling for Risk-based Information Fusion and Decision-making
IEEE Transactions on Fuzzy Systems, vol. 29, pp. 385-399, 2021.
Supplementary files:
Zhen-Song Chen, Lan-Lan Yang, Kwai-Sang Chin, Yi Yang, Witold Pedrycz, Jian-Peng Chang, Luis Martínez, Mirosław J. Skibniewski Sustainable building material selection: An integrated multi-criteria large group decision making framework
Applied Soft Computing, vol. 113, p. 107903, 2021.
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Antonio Luis Moreno Albarracin, Cristina Ortega Rodríguez, Ana Licerán Gutiérrez, Álvaro Labella, Luis Martínez Transparency indicators to improve accountability for non-profit organizations: a Spanish case study
Technological and Economic Development of Economy, vol. 27, no. 3, pp. 763-782, 2021.
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Shengli Li, Rosa María Rodríguez, Cuiping Wei Two-stage consensus model based on opinion dynamics and evolution of social power in large-scale group decision making
Applied Soft Computing, vol. 111, p. 107615, 2021.
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2020

Yingying Liang, Jindong Qin, Luis Martínez, Jun Liu "A heterogeneous QUALIFLEX method with criteria interaction for multi-criteria group decision making"
Information Sciences, vol. 512, pp. 1481-1502, 2020.
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Yanbing Ju, Yuanyuan Liang, Luis Martínez, Aihua Wang, Chen-Fu Chien, Peiwu Dong, Ernesto Santibanez Gonzalez "A new approach for heterogeneous linguistic failure mode and effect analysis with incomplete weight information"
"Computers & Industrial Engineering", vol. 148, p. "106659", 2020.
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Liang Wang, Y.M. Wang, Luis Martínez "Fuzzy TODIM method based on alpha-level sets"
"Expert Systems with Applications", vol. 140, p. "112899", 2020.
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Abteen Ijadi Maghsoodi, Hamidreza Rasoulipanah, Luis Martínez, Huchang Liao, Edmundas K. Zavadskas "Integrating interval-valued multi-granular 2-tuple linguistic BWM-CODAS approach with target-based attributes: Site selection for a construction project"
"Computers & Industrial Engineering", vol. 139, p. 106147, 2020.
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Raciel Yera, Jorge Castro, Luis Martínez "Natural Noise Management in Recommender Systems Using Fuzzy Tools"
“"Natural Noise Management in Recommender Systems Using Fuzzy Tools"”, in Computational Intelligence for Semantic Knowledge Management New Perspectives for Designing and Organizing Information Systems, vol. 837, "Cham": "Springer International Publishing", 2020, pp. 1-24.
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Manuel José Barranco, Pedro José Sánchez, Jorge Castro, Raciel Yera A Big Data Semantic Driven Context Aware Recommendation Method
“A Big Data Semantic Driven Context Aware Recommendation Method”, in INFUS 2020 - International Conference on Intelligent and Fuzzy Systems 2020 - Estambul - Turquia, 2020, Advances in Intelligent Systems and Computing., vol. 1197, p. 894--902.
A Big Data Semantic Driven Context Aware Recommendation Method - 2021_Book_IntelligentAndFuzzyTechniquesS_INFUS_2020.pdf304.68 KB Supplementary files:
Hasan Dinçer, Serhat Yüksel, Luis Martínez A Comparative Analysis of Incremental and Disruptive Innovation Policies in the European Banking Sector with Hybrid Interval Type-2 Fuzzy Decision-Making Models
International Journal of Fuzzy Systems, vol. 22, no. 4, pp. 1158-1176, 2020.
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Álvaro Labella, Rosa María Rodríguez, Luis Martínez A Comparative Performance Analysis of Consensus Models Based on a Minimum Cost Metric
“A Comparative Performance Analysis of Consensus Models Based on a Minimum Cost Metric”, in Intelligent and Fuzzy Systems, 21-23 July, Istanbul (Turkey), 2020, pp. 1506-1514.
contribution.pdf674.65 KB Supplementary files:
Álvaro Labella, Rosa María Rodríguez, A. A. Alzahrani, Luis Martínez A Consensus Model for Extended Comparative Linguistic Expressions with Symbolic Translation
Mathematics, vol. 8, p. 2198, 2020.
mathematics-08-02198.pdf2.46 MB Supplementary files:
Álvaro Labella, Rosa María Rodríguez, Luis Martínez A Consensus Reaching Process Dealing with Comparative Linguistic Expressions for Group Decision Making: A Fuzzy Approach
Journal of Intelligent & Fuzzy Systems, vol. 38, pp. 735-748, 2020.
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Álvaro Labella, Hongbin Liu, Rosa María Rodríguez, Luis Martínez A cost consensus metric for Consensus Reaching Processes based on a comprehensive minimum cost model
European Journal of Operational Research, vol. 281, pp. 316–331, 2020.
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Juan Carlos Leyva López, Jorge Anselmo Rodríguez Castro, Jesus Jaime Solano Noriega, Luis Martínez A fuzzy extension of ELECTRE III method based on the 2-tuple linguistic representation model
“A fuzzy extension of ELECTRE III method based on the 2-tuple linguistic representation model”, in 14th International FLINS Conference (FLINS 2020), 2020, pp. 733-741.
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Boris Yatsalo, Alexander Korobov, Basar Oztaysi, C. Kahraman, Luis Martínez A general approach to fuzzy TOPSIS based on the concept of fuzzy multicriteria acceptability analysis
Journal of Intelligent & Fuzzy Systems, vol. 38, pp. 979-995, 2020.
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Yanbing Ju, Yuanyuan Liang, Luis Martínez, Ernesto Santibanez Gonzalez, Mihalis Giannakis, Peiwu Dong, Aihua Wang A new framework for health-care waste disposal alternative selection under multi-granular linguistic distribution assessment environment
Computers & Industrial Engineering, vol. 145, p. 106489, 2020.
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Abteen Ijadi Maghsoodi, Shahrzad Soudian, Luis Martínez, Enrique Herrera-Viedma, Edmundas K. Zavadskas A phase change material selection using the interval-valued target-based BWM-CoCoMULTIMOORA approach: A case-study on interior building applications
Applied Soft Computing, vol. 95, p. 106508, 2020.
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Francisco Figueroa-Perez, Juan C. Leyva-Lopez, Edgar O. Pe´rez-Contreras, Pedro José Sánchez, Alan D. Ramirez-Noriega An Agent-Based System for the Design of New Products Using a Fuzzy Multicriteria Approach
International Jornal of Fuzzy Systems, vol. 22, pp. 2691–2707, 2020.
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Álvaro Labella, J.C Rodríguez-Cohard, J.D. Sánchez-Martínez, Luis Martínez An AHPSort II Based Analysis of the Inequality Reduction within European Union
Mathematics, vol. 8, no. 4, p. 646, 2020.
mathematics-08-00646.pdf6.09 MB Supplementary files:
Alessio Ishizaka, Menelaos Tasiou, Luis Martínez Analytic hierarchy process-fuzzy sorting: An analytic hierarchy process–based method for fuzzy classification in sorting problems
Journal of the Operational Research Society, vol. 71, no. 6, pp. 928-947 , 2020.
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Álvaro Labella, Konstantinos Koasidis, Alexandros Nikas, Apostolos Arsenopoulos, Haris Doukas APOLLO: A Fuzzy Multi-criteria Group Decision-Making Tool in Support of Climate Policy
International Journal of Computational Intelligence Systems, vol. 13, no. 1, pp. 1539-1553, 2020.
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Álvaro Labella, Rosa María Rodríguez, Luis Martínez Computing with Comparative Linguistic Expressions and Symbolic Translation for Decision Making: ELICIT Information
IEEE Transactions on Fuzzy Systems, vol. 28, no. 10, pp. 2510 - 2522, 2020.
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Yingying Liang, Jindong Qin, Luis Martínez Consensus-based multi-criteria group preference analysis model with multi-granular linguistic distribution information
IEEE Transactions on Fuzzy Systems, vol. 28, no. 12, pp. 3145 - 3160, 2020.
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Luis Martínez, Witold Pedrycz, Laura Cruz-Reyes Editorial on Special Issue: Fuzzy Models for Business Analytics
International Journal of Fuzzy Systems, vol. 22, pp. 2690-2690, 2020.
Mart-nez_et_al-2020-International_Journal_of_Fuzzy_Systems.pdf118.58 KB Supplementary files:
Álvaro Labella, Rosa María Rodríguez, Luis Martínez Extending the linguistic decision suite FLINTSTONES to deal with comparative linguistic expressions with symbolic translation information
Journal of Intelligent & Fuzzy Systems, vol. 39 , pp. 6245–6258, 2020.
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Álvaro Labella, Rosa María Rodríguez, Luis Martínez Green supplier selection by means of a decision making method based on ELICIT information
“Green supplier selection by means of a decision making method based on ELICIT information”, in 14th International FLINS Conference (FLINS 2020), 18-21st August, Cologne (Germany), 2020, pp. 750-757.
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Antonio Luis Moreno Albarracin, Cristina Ortega Rodríguez, Ana Licerán Gutiérrez, Álvaro Labella, Luis Martínez How are donations managed? A proposal of transparency measurement for non-profit organizations in a Spanish setting
“How are donations managed? A proposal of transparency measurement for non-profit organizations in a Spanish setting”, in XIX ENCUENTRO INTERNACIONAL DE LA ASOCIACIÓN ESPAÑOLA DE PROFESORES UNIVERSITARIOS DE CONTABILIDAD, 2020.
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Zhen-Song Chen, Xiao-Lu Liu, Rosa María Rodríguez, Xian-Jia Wang, Kwai-Sang Chin, Kwok-Leung Tsui, Luis Martínez Identifying and prioritizing factors affecting in-cabin passenger comfort on high-speed rail in China: A fuzzy-based linguistic approach
Applied Soft Computing, vol. 95, 2020.
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Yaya Liu, José C. Rodríguez Alcantud, Rosa María Rodríguez, Keyun Qin, Luis Martínez Intertemporal Hesitant Fuzzy Soft Sets: Application to Group Decision Making
International Journal of Fuzzy Systems, vol. 22, no. 2, pp. 619-635, 2020.
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Álvaro Labella, Bapi Dutta, Luis Martínez LS-GDM Best-Worst method preferences
2020.
Supplementary files: BWM preferences for the LS-GDM problem.88.73 KB
Z. Zhang, W. Yu, Luis Martínez, Y. Gao Managing Multigranular Unbalanced Hesitant Fuzzy Linguistic Information in Multiattribute Large-Scale Group Decision Making: A Linguistic Distribution-Based Approach
IEEE Transactions on Fuzzy Systems, vol. 28, no. 11, pp. 2875-2889, 2020.
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Antonio Luis Moreno Albarracin, Ana Licerán Gutiérrez, Cristina Ortega Rodríguez, Álvaro Labella, Rosa María Rodríguez Measuring What Is Not Seen—Transparency and Good Governance Nonprofit Indicators to Overcome the Limitations of Accounting Models
Sustainability, vol. 12, p. 7275, 2020.
sustainability-12-07275.pdf558.93 KB Supplementary files:
Cuiping Wei, Rosa María Rodríguez, Peng Li Note on entropies of hesitant fuzzy linguistic term sets and their applications
Information Sciences, vol. 512, pp. 352-368, 2020.
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Boris Yatsalo, Alexander Korobov, Luis Martínez Presumption of model adequacy in fuzzy multi-criteria decision analysis
“Presumption of model adequacy in fuzzy multi-criteria decision analysis”, in 14th International FLINS Conference (FLINS 2020), 2020, pp. 759-766.
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Alexandros Nikas, Apostolos Arsenopoulos, Haris Doukas, Álvaro Labella Prioritisation of risks associated with decarbonisation pathways for the Austrian iron and steel sector using 2-tuple TOPSIS
“Prioritisation of risks associated with decarbonisation pathways for the Austrian iron and steel sector using 2-tuple TOPSIS”, in 14th International Conference FLINS Conference (FLINS2020), 2020, pp. 776-783.
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