In progress

LeSheng Jin, Zhen-Song Chen, Witold Pedrycz, Tapan Senapati, Boris Yatsalo, Radko Mesiar, Gleb Beliakov, Luis Martínez Aggregation of Basic Uncertain Information With Two-Step Aggregation Frame
IEEE Transactions on Emerging Topics in Computational Intelligence, pp. 1-8.
 10.1109/TETCI.2023.3332557
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, vol. 31, n.º 2, pp. 434-448.
 10.1109/TFUZZ.2022.3185680
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.
 10.1007/s40815-022-01417-6 online_1.pdf1.37 MB
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.
 10.1007/s10479-022-04748-7
Ying-Ming Wang, Xiang Jia, Hui-Hui Song, Luis Martínez Improving consistency based on regret theory: A multi-attribute group decision making method with linguistic distribution assessments
Expert Systems with Applications, p. 119748.
 https://doi.org/10.1016/j.eswa.2023.119748
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.
 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
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.
 https://doi.org/10.1016/j.eswa.2022.118925
Yanbing Ju, Qian Zhao, Luis Martínez, Yuanyuan Liang, Jinhua Dong, Peiwu Dong, Mihalis Giannakis A novel framework for FMEA using evidential BWM and SMAA-MARCOS method
Expert Systems with Applications, p. 122796.
 https://doi.org/10.1016/j.eswa.2023.122796

2024

Hassan A. Alsattar, Sarah Qahtan, Aws Alaa Zaidan, Muhammet Deveci, Luis Martínez, Dragan Pamucar, Witold Pedrycz Developing deep transfer and machine learning models of chest X-ray for diagnosing COVID-19 cases using probabilistic single-valued neutrosophic hesitant fuzzy
Expert Systems with Applications, vol. 236, p. 121300, 2024.
 https://doi.org/10.1016/j.eswa.2023.121300
Yingfang Li, XingXing He, Luis Martínez, Jiafeng Zhang, Danchen Wang, Xueqin Amy Liu Comparative analysis of three categories of multi-criteria decision-making methods
Expert Systems with Applications, vol. 238, p. 121824, 2024.
 https://doi.org/10.1016/j.eswa.2023.121824
Muhammet Deveci, Dragan Pamucar, Ilgin Gokasar, Luis Martínez, Mario Köppen, Witold Pedrycz Accelerating the integration of the metaverse into urban transportation using fuzzy trigonometric based decision making
Engineering Applications of Artificial Intelligence, vol. 127, p. 107242, 2024.
 https://doi.org/10.1016/j.engappai.2023.107242
Yaya Liu, Lina Zhu, Rosa María Rodríguez, Luis Martínez Personalized fuzzy semantic model of PHFLTS: Application to linguistic group decision making
Information Fusion, vol. 103, p. 102118, 2024.
 10.1016/j.inffus.2023.102118
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
Kuo Pang, Luis Martínez, Nan Li, Jun Liu, Li Zou, Mingyu Lu A concept lattice-based expert opinion aggregation method for multi-attribute group decision-making with linguistic information
Expert Systems with Applications, vol. 237, p. 121485, 2024.
 https://doi.org/10.1016/j.eswa.2023.121485 1-s2.0-S0957417423019875-main.pdf2.67 MB

2023

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.
 https://doi.org/10.1016/j.ins.2023.01.084 1-s2.0-S0020025523000841-main.pdf2.64 MB
Rui Wang, Zhen-Song Chen, Bin Shuai, Luis Martínez, Wen-Tao Kong, Witold Pedrycz Revisiting the consistency improvement and consensus reaching processes of intuitionistic multiplicative preference relations
Engineering Applications of Artificial Intelligence, vol. 120, p. 105931, 2023.
 https://doi.org/10.1016/j.engappai.2023.105931
Xiao-Hong Pan, Ying-Ming Wang, Shi-Fan He, Álvaro Labella, Luis Martínez An interval type-2 fuzzy ORESTE method for waste-to-energy plant site selection: A case study in China
Applied Soft Computing, vol. 136, p. 110092, 2023.
 https://doi.org/10.1016/j.asoc.2023.110092
Wen-Chang Zou, Shuping Wan, Jiuying Dong, Luis Martínez A new social network driven consensus reaching process for multi-criteria group decision making with probabilistic linguistic information
Information Sciences, vol. 632, pp. 467-502, 2023.
 https://doi.org/10.1016/j.ins.2023.01.088
Hui Cui, Ansheng Deng, Guanli Yue, Li Zou, Luis Martínez "The linguistic concept's reduction methods under symmetric linguistic-evaluation information"
"Symmetry (Basel)", vol. 15, p. "813", 2023.
 https://doi.org/10.3390/sym15040813 symmetry-15-00813.pdf350.08 KB
Sarah Qahtan, Hassan A. Alsattar, Aws Alaa Zaidan, Muhammet Deveci, Dragan Pamucar, Luis Martínez A comparative study of evaluating and benchmarking sign language recognition system-based wearable sensory devices using a single fuzzy set
Knowledge-Based Systems, vol. 269, p. 110519, 2023.
 https://doi.org/10.1016/j.knosys.2023.110519 Publicado_1-s2.0-S0950705123002691-main.pdf1.22 MB
Yingying Liang, Yanbing Ju, Yan Tu, Witold Pedrycz, Luis Martínez Minimum cost consensus model with altruistic preference
Computers & Industrial Engineering, vol. 179, p. 109229, 2023.
 https://doi.org/10.1016/j.cie.2023.109229
Yaya Liu, Haifeng Zhou, Rosa María Rodríguez, Luis Martínez Fuzzy encoding and decoding approaches for 2-TCLE and their applications in multi-criteria decision making
Information Sciences, vol. 640, p. 119033, 2023.
 https://doi.org/10.1016/j.ins.2023.119033
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, vol. 31, n.º 8, pp. 2773-2787, 2023.
 10.1109/TFUZZ.2023.3237646
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.
 https://doi.org/10.1016/j.ijar.2022.12.009
Zhen Hua, Xiaochuan Jing, Luis Martínez An ELICIT information-based ORESTE method for failure mode and effect analysis considering risk correlation with GRA-DEMATEL
Information Fusion, vol. 93, pp. 396-411, 2023.
 https://doi.org/10.1016/j.inffus.2023.01.012
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, vol. 72, n.º 2, pp. 552 - 573, 2023.
 10.1109/TR.2022.3194057
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.
 https://doi.org/10.1016/j.inffus.2022.08.015 INFUS_2023_bwm_Granulation_compressed3.pdf984.92 KB
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, n.º 1, pp. 293-306, 2023.
 10.1109/TFUZZ.2022.3186186
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
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.
 https://doi.org/10.1016/j.omega.2022.102771
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.
 https://doi.org/10.1016/j.asoc.2022.109897 1-s2.0-S1568494622009462-main_0.pdf1.23 MB
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.
 https://doi.org/10.1016/j.ins.2022.11.097
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.
 https://doi.org/10.1016/j.ins.2022.11.143
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.
 https://doi.org/10.1016/j.ins.2022.11.147
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.
 https://doi.org/10.1016/j.cie.2022.108903
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
Zhen-Song Chen, Jia Zhou, Chen-Ye Zhu, Zhu-Jun Wang, Sheng-Hua Xiong, Rosa María Rodríguez, Luis Martínez, Miroslaw J. Skibniewski Prioritizing real estate enterprises based on credit risk assessment: an integrated multi-criteria group decision support framework
Financial Innovation, vol. 9, p. 120, 2023.
 10.1186/s40854-023-00517-y
Jinxing Zhu, Xueling Ma, Luis Martínez, Jianming Zhan A Probabilistic Linguistic Three-Way Decision Method With Regret Theory via Fuzzy c-Means Clustering Algorithm
IEEE Transactions on Fuzzy Systems, vol. 31, pp. 2821-2835, 2023.
 10.1109/TFUZZ.2023.3236386
Soheil Shayegh, Javier Andreu-Perez, Caroline Akoth, Xavier Bosch-Capblanch, Shouro Dasgupta, Giacomo Falchetta, Simon, Ahmed T. Hammad, Mark Herringer, Festus Kapkea, Álvaro Labella, Luca Lisciotto, Luis Martínez, Peter M. Macharia, Paulina Morales-Ruiz, Njeri Murage, Vittoria Offeddu, Andy South, Aleksandra Torbica, Filippo Trentini, Alessia Melegaro Prioritizing COVID-19 vaccine allocation in resource poor settings: Towards an Artificial Intelligence-enabled and Geospatial-assisted decision support framework
PLOS ONE, vol. 18, pp. 1-11, 2023.
 10.1371/journal.pone.0275037 journal.pone_.0275037.pdf1.04 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, n.º 5, pp. 1676 - 1688, 2023.
 10.1109/TFUZZ.2022.3213943
Wen He, Rosa María Rodríguez, Luis Martínez Average consistency index based consensus model for a group decision making problem dealing with ELICIT expressions
Computers & Industrial Engineering, vol. 184, p. 109511, 2023.
 10.1016/j.cie.2023.109511
Wen He, Rosa María Rodríguez, Zdenko Takáč, Luis Martínez Ranking of Fuzzy Numbers on the Basis of New Fuzzy Distance
International Journal of Fuzzy Systems , 2023.
 10.1007/s40815-023-01571-5 2023-He et al-IJFS_0.pdf1.71 MB
Francisco Moya, Francisco José Quesada, Luis Martínez, Francisco Javier Estrella Phonendo: A Platform for Publishing Wearable Data on Distributed Ledger Technologies
Wireless Networks, pp. 1-15, 2023.
Jesús Bobadilla, Abraham Gutiérrez, Raciel Yera, Luis Martínez Creating synthetic datasets for collaborative filtering recommender systems using generative adversarial networks
Knowledge-Based Systems, vol. 280, p. 111016, 2023.
 https://doi.org/10.1016/j.knosys.2023.111016 Publicado_GANRS_2023_KBS.pdf3.1 MB
Naeem Jan, Jeonghwan Gwak, Dragan Pamucar, Luis Martínez Hybrid integrated decision-making model for operating system based on complex intuitionistic fuzzy and soft information
Information Sciences, vol. 651, p. 119592, 2023.
 https://doi.org/10.1016/j.ins.2023.119592
Chiranjibe Jana, Amir Mohamadghasemi, Madhumangal Pal, Luis Martínez An improvement to the interval type-2 fuzzy VIKOR method
Knowledge-Based Systems, vol. 280, p. 111055, 2023.
 https://doi.org/10.1016/j.knosys.2023.111055
Sheng-Hua Xiong, Yao-Jiao Xin, Zhen-Song Chen, Rosa María Rodríguez, Si-Hai Feng, Luis Martínez, Witold Pedrycz Two improved N-two-stage K-means clustering aggregation algorithmic paradigms for HFLTS possibility distributions
Information Fusion, vol. 100, p. 101964, 2023.
 10.1016/j.inffus.2023.101964
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
Ilgin Gokasar, Dragan Pamucar, Muhammet Deveci, Brij B. Gupta, Luis Martínez, Oscar Castillo Metaverse integration alternatives of connected autonomous vehicles with self-powered sensors using fuzzy decision making model
Information Sciences, vol. 642, p. 119192, 2023.
 https://doi.org/10.1016/j.ins.2023.119192
Jindong Qin, Luis Martínez, Witold Pedrycz, Xiaoyu Ma, Yingying Liang An overview of granular computing in decision-making: Extensions, applications, and challenges
Information Fusion, vol. 98, p. 101833, 2023.
 https://doi.org/10.1016/j.inffus.2023.101833
LeSheng Jin, Ronald R. Yager, Zhen-Song Chen, Radko Mesiar, Luis Martínez, Rosa María Rodríguez Averaging aggregation under uncertainty and bipolar preference environments
SOFT COMPUTING, vol. 27, pp. 8153–8159 , 2023.
 10.1007/s00500-023-08152-6
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
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
Muhammet Deveci, Dragan Pamucar, Ilgin Gokasar, Bilal Bahaa Zaidan, Luis Martínez, Witold Pedrycz Assessing alternatives of including social robots in urban transport using fuzzy trigonometric operators based decision-making model
Technological Forecasting and Social Change, vol. 194, p. 122743, 2023.
 https://doi.org/10.1016/j.techfore.2023.122743

2022

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
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.
 https://doi.org/10.1016/j.cie.2022.108259
Yaya Liu, Rosa María Rodríguez, Luis Martínez Interval Type-2 Fuzzy Envelope of Proportional Hesitant Fuzzy Linguistic Term Set: Application to Large-Scale Group Decision Making
Mathematics, vol. 10, 2022.
 10.3390/math10142368 mathematics-10-02368-comprimido.pdf346.52 KB
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.
 https://doi.org/10.1016/j.egyr.2021.12.006 2022_EnergyReports_AnalyzeRen_Energy_projects.pdf765.28 KB
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.
 https://doi.org/10.1016/j.cie.2022.108404
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.
 10.1007/s13042-022-01504-y
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, n.º 7, pp. 2266-2278, 2022.
 10.1109/TFUZZ.2021.3078817
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, n.º 5, pp. 1382-1395, 2022.
 10.1109/TFUZZ.2021.3058613
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.
 https://doi.org/10.1016/j.inffus.2021.09.013
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.
 https://doi.org/10.1016/j.ins.2021.10.030
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.
 10.1016/j.fss.2021.08.002
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, n.º 12, pp. 5496-5510, 2022.
 10.1109/TFUZZ.2022.3179594
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.
 https://doi.org/10.1016/j.cie.2022.108208
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.
 https://doi.org/10.1016/j.cie.2022.108266
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.
 https://doi.org/10.1016/j.ins.2022.04.040
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
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.
 10.1016/j.techfore.2021.121391
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.
 10.1007/s40815-022-01274-3
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.
 https://doi.org/10.1016/j.ins.2022.06.061
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.
 https://doi.org/10.1016/j.knosys.2022.109216 2022_knosys_exp_RS.pdf953.53 KB
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, vol. 252, p. 109414 , 2022.
 https://doi.org/10.1016/j.knosys.2022.109414 1-s2.0-S0950705122007079-main (1).pdf754.06 KB
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 1-s2.0-S0377221722006580-main.pdf1.72 MB
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.
 https://doi.org/10.1016/j.ijar.2022.08.015 1-s2.0-S0888613X2200127X-main.pdf1.83 MB
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.
 https://doi.org/10.1016/j.engappai.2022.105405
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.
 10.1007/s10479-022-04991-y
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.
 10.1109/TFUZZ.2022.3149401
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.
 https://doi.org/10.1016/j.asoc.2022.109768
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.
 https://doi.org/10.1016/j.ins.2022.10.117
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.
 https://doi.org/10.1016/j.asoc.2021.108379
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.
 https://doi.org/10.1016/j.ins.2021.12.051
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.
 https://doi.org/10.1016/j.cie.2022.108197
Long-Hao Yang, Jun Liu, Ying-Ming Wang, Hui Wang, Luis Martínez "Enhancing extended belief rule-based systems for classification problems using decomposition strategy and overlap function"
"International Journal of Machine Learning and Cybernetics", vol. 13, pp. 811-837, 2022.
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.
 https://doi.org/10.1016/j.asoc.2022.109359
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.
 https://doi.org/10.1016/j.knosys.2022.109522
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.
 10.1007/s40815-021-01199-3

2021

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.
 https://doi.org/10.1016/j.cie.2020.107013
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.
 10.3390/su13042367
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.
 10.1109/TFUZZ.2019.2955061
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.
 https://doi.org/10.1016/j.autcon.2021.103578
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.
 https://doi.org/10.1016/j.asoc.2021.107170
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.
 https://doi.org/10.1016/j.cie.2021.107141
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.
 https://doi.org/10.1016/j.cie.2021.107158
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.
 10.1016/j.knosys.2021.106780
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.
 10.1007/s40815-020-00968-w
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.
 https://doi.org/10.1016/j.asoc.2020.107035
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, n.º 1, pp. 420-440, 2021.
 10.1109/TSMC.2018.2872843 08510811.pdf4.77 MB
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.
 https://doi.org/10.1016/j.ijar.2020.11.004
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.
 10.1007/s00521-020-05053-9
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.
 https://doi.org/10.1016/j.cie.2020.106973
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.
 https://doi.org/10.1016/j.eswa.2021.115737
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, n.º 3, pp. 763-782, 2021.
 https://doi.org/10.3846/tede.2021.14821
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.
 https://doi.org/10.1016/j.knosys.2021.107230
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.
 https://doi.org/10.1002/int.22394 2021_PowerAO.pdf5.17 MB
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", n.º 422, pp. 1-26, 2021.
 https://doi.org/10.1016/j.fss.2020.08.015 2021_FSS_published_0.pdf833.42 KB
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.
 https://doi.org/10.1016/j.eswa.2021.115444 Perez_Yera_etal_ESWA2021_ContentBased.pdf1.98 MB
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.
 https://doi.org/10.1016/j.ins.2021.03.053
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.
 https://doi.org/10.1016/j.eswa.2021.115372
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.
 https://doi.org/10.1016/j.asoc.2021.107903
Hasan Dinçer, Serhat Yüksel, Luis Martínez House of quality-based analysis of new service development using context free grammar evaluation-enhanced fuzzy hybrid modelling
IEEE Access, vol. 9, pp. 138415-138431, 2021.
 10.1109/ACCESS.2021.3117796 House_of_Quality-Based_Analysis_of_New_Service_Development_Using_Context_Free_Grammar_Evaluation-Enhanced_Fuzzy_Hybrid_Modelling.pdf63.24 KB
Pavel Anselmo Alvarez, Alessio Ishizaka, Luis Martínez Multiple-criteria decision-making sorting methods: A survey
Expert Systems with Applications, vol. 183, p. 115368, 2021.
 https://doi.org/10.1016/j.eswa.2021.115368
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.
 https://doi.org/10.1016/j.engappai.2021.104505
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
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, n.º 20, 2021.
 10.3390/math9010020 2021-He et al-mathematics-vol9.pdf542.64 KB
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.
 10.1007/s10726-021-09736-z

2020

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.
 https://doi.org/10.3233/JIFS-179463
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.
 10.1007/s40815-020-01022-5 Mart-nez_et_al-2020-International_Journal_of_Fuzzy_Systems.pdf118.58 KB
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.
 10.3390/math8122198 mathematics-08-02198.pdf2.46 MB
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.
 https://doi.org/10.3233/JIFS-179445
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.
 https://doi.org/10.1016/j.cie.2019.106147
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.
 https://doi.org/10.1016/j.ins.2019.10.044
Debasmita Banerjee, Bapi Dutta, Debashree Guha, Luis Martínez SMAA-QUALIFLEX methodology to handle multicriteria decision-making problems based on q-rung fuzzy set with hierarchical structure of criteria using bipolar Choquet integral
International Journal of Intelligent Systems, vol. 35, n.º 3, pp. 401-431, 2020.
 10.1002/int.22210
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, n.º 11, pp. 2875-2889, 2020.
 10.1109/TFUZZ.2019.2949758
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, n.º 10, pp. 2510 - 2522, 2020.
 10.1109/TFUZZ.2019.2940424
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.
 https://doi.org/10.1016/j.ejor.2019.08.030
Liang Wang, Y.M. Wang, Luis Martínez "Fuzzy TODIM method based on alpha-level sets"
"Expert Systems with Applications", vol. 140, p. "112899", 2020.
 https://doi.org/10.1016/j.eswa.2019.112899
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, n.º 6, pp. 928-947 , 2020.
 10.1080/01605682.2019.1595188
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, n.º 2, pp. 619-635, 2020.
 https://doi.org/10.1007/s40815-020-00798-w
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, n.º 4, p. 646, 2020.
 https://doi.org/10.3390/math8040646 mathematics-08-00646.pdf6.09 MB
Dejian Yu, Z.S Xu, Luis Martínez Visualizing the Intellectual Structure of the Fuzzy Linguistic Knowledge Domain: A Bibliometric Analysis
International Journal of Fuzzy Systems, vol. 22, pp. 2397–2413, 2020.
 10.1007/s40815-020-00959-x
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.
 10.3233/JIFS-189093
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.
 "https://doi.org/10.1016/j.cie.2020.106659"
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.
 https://doi.org/10.1016/j.asoc.2020.106558
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, n.º 4, pp. 1158-1176, 2020.
 10.1007/s40815-020-00851-8
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.
 https://doi.org/10.1016/j.asoc.2020.106508
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.
 https://doi.org/10.1016/j.cie.2020.106489
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, n.º 12, pp. 3145 - 3160, 2020.
 https//doi.org/10.1109/TFUZZ.2020.3002389

2019

Osama Sohaib, Mohsen Naderpour, Walayat Hussain, Luis Martínez "Cloud Computing Model Selection for E-commerce Enterprises Using a New 2-tuple Fuzzy Linguistic Decision-Making Method"
"Computers & Industrial Engineering", vol. 32, pp. 47-58, 2019.
 https://doi.org/10.1016/j.cie.2019.04.020
Hasan Dinçer, Serhat Yüksel, Luis Martínez "Balanced scorecard-based Analysis about European Energy Investment Policies: A hybrid hesitant fuzzy decision-making approach with Quality Function Deployment"
"Expert Systems with Applications", vol. 115, pp. 152-179, 2019.
 https://doi.org/10.1016/j.eswa.2018.07.072 1-s2.0-S0957417418305001-main.pdf8.02 MB
Yejun Xu, Pengqun Gao, Luis Martínez An interindividual iterative consensus model for fuzzy preference relations
International Journal of Intelligent Systems, vol. 34, n.º 8, pp. 1864-1888, 2019.
 10.1002/int.22122
Qingxing Dong, Xin Zhou, Luis Martínez "A Hybrid Group Decision Making Framework for Achieving Agreed Solutions based on Stable Opinions"
"Information Sciences", vol. 490, pp. 227-243, 2019.
 "https://doi.org/10.1016/j.ins.2019.03.044"
Hamidreza Seiti, Ashkan Hafezalkotob, Luis Martínez "R-numbers, a new risk modeling associated with fuzzy numbers and its application to decision making"
"Information Sciences", vol. 483, pp. 206-231, 2019.
 https://doi.org/10.1016/j.ins.2019.01.006
Q. Yu, Y. Liu, D. Xia, Luis Martínez The Strategy Evolution in Double Auction Based on the Experience-Weighted Attraction Learning Model
IEEE Access, vol. 7, n.º 1, pp. 16730-16738, 2019.
 10.1109/ACCESS.2019.2895875
Zhou Xu, Jindong Qin, J. Liu, Luis Martínez Sustainable supplier selection based on AHPSort Ⅱ in interval type-2 fuzzy environment
Information Sciences, vol. 483, pp. 273-293, 2019.
 https://doi.org/10.1016/j.ins.2019.01.013
Hasan Dinçer, Serhat Yüksel, Luis Martínez "Interval type 2-based hybrid fuzzy evaluation of financial services in E7 economies with DEMATEL-ANP and MOORA methods"
"Applied Soft Computing", vol. 79, pp. 186-202, 2019.
 https://doi.org/10.1016/j.asoc.2019.03.018
Hasan Dinçer, Serhat Yüksel, Luis Martínez "Analysis of Balanced Scorecard-based SERVQUAL Criteria based on Hesitant Decision-making Approaches"
"Computers & Industrial Engineering", vol. 139, pp. 1 - 12, 2019.
 "https://doi.org/10.1016/j.cie.2019.03.026"
Cong-Cong Li, Rosa María Rodríguez, Luis Martínez, Yucheng Dong, Francisco Herrera Consensus Building With Individual Consistency Control in Group Decision Making
IEEE Transactions on Fuzzy Systems, vol. 27, pp. 319-332, 2019.
 10.1109/TFUZZ.2018.2856125
Zhen-Song Chen, Cheng Yu, Kwai-Sang Chin, Luis Martínez "An enhanced ordered weighted averaging operators generation algorithm with applications for multicriteria decision making"
"Applied Mathematical Modelling", vol. 71, pp. 467-490, 2019.
 https://doi.org/10.1016/j.apm.2019.02.042
Yaya Liu, Rosa María Rodríguez, H. Hagras, Hongbin Liu, Keyun Qin, Luis Martínez Type-2 fuzzy envelope of hesitant fuzzy linguistic term set: a new representation model of comparative linguistic expression
IEEE Transactions on Fuzzy Systems, vol. 27, n.º 12, pp. 2312-2326, 2019.
 10.1109/TFUZZ.2019.2898155
Fawad Ahmed, Yuan Jian Qin, Luis Martínez Sustainable Change Management through Employee Readiness: Decision Support System Adoption in Technology-Intensive British E-Businesses
Sustainability, vol. 11, 2019.
 10.3390/su11112998 sustainability-11-02998-v4-published.pdf963.11 KB
Raciel Yera, A. A. Alzahrani, Luis Martínez A food recommender system considering nutritional information and user preferences
IEEE Access, vol. 7, n.º 1, pp. 96695-96711, 2019.
 10.1109/ACCESS.2019.2929413 On-line-food-nutrition.pdf8.72 MB
Peng Hao, Guangquan Zhang, Luis Martínez, Jie Lu Regularizing Knowledge Transfer in Recommendation With Tag-Inferred Correlation
IEEE Transactions on Cybernetics, vol. 49, n.º 1, pp. 83-96, 2019.
 10.1109/TCYB.2017.2764918
Jorge Castro, Raciel Yera, A. A. Alzahrani, Pedro José Sánchez, Manuel José Barranco, Luis Martínez A Big Data Semantic Driven Context Aware Recommendation Method for Question-Answer Items
IEEE Access, vol. 7, n.º 1, pp. 182664-182678, 2019.
 10.1109/ACCESS.2019.2957881 08924671-published.pdf2.57 MB
Raciel Yera, Manuel José Barranco, A. A. Alzahrani, Luis Martínez Exploring Fuzzy Rating Regularities for Managing Natural Noise in Collaborative Recommendation
International Journal of Computational Intelligence Systems, vol. 12, n.º 2, pp. 1382 - 1392, 2019.
 https://doi.org/10.2991/ijcis.d.191115.001 125923236-publicado.pdf748.26 KB
J. Chang, Zhen-Song Chen, X. Liu, W. Kong, S. Xiong, Luis Martínez Paradigm shift toward aggregation strategies in proportional hesitant fuzzy multi-criteria group decision making models of advanced practice for selecting electric vehicle battery supplier
IEEE Access, vol. 7, n.º 1, pp. 172534-172561, 2019.
 10.1109/ACCESS.2019.2956393 08915698-published.pdf12.91 MB
Zhen-Song Chen, Luis Martínez, Jian-Peng Chang, Xian-Jia Wang, Sheng-Hua Xionge, Kwai-Sang Chin "Sustainable building material selection: A QFD- and ELECTRE III-embedded hybrid MCGDM approach with consensus building"
Engineering Applications of Artificial Intelligence, vol. 85, pp. 783-807, 2019.
 https://doi.org/10.1016/j.engappai.2019.08.006
Bapi Dutta, Álvaro Labella, Rosa María Rodríguez, Luis Martínez Aggregating Interrelated Attributes in Multi-Attribute Decision-Making With ELICIT Information Based on Bonferroni Mean and Its Variants
International Journal of Computational Intelligence Systems, vol. 12, n.º 2, pp. 1179 - 1196, 2019.
 https://doi.org/10.2991/ijcis.d.190930.002 proof-online.pdf2.26 MB
Long-Hao Yang, Jun Liu, Y.M. Wang, Luis Martínez "New activation weight calculation and parameter optimization for extended belief rule-based system based on sensitivity analysis"
"Knowledge and Information Systems", vol. "60", pp. 837-878, 2019.
 "10.1007/s10115-018-1211-0"
Yaya Liu, Rosa María Rodríguez, José C. Rodríguez Alcantud, Keyun Qin, Luis Martínez "Hesitant linguistic expression soft sets: Application to group decision making"
"Computers & Industrial Engineering", vol. 136, pp. 575-590, 2019.
 https://doi.org/10.1016/j.cie.2019.07.040

2018

Rosa María Rodríguez, Álvaro Labella, Guy De Tré, Luis Martínez A large scale consensus reaching process managing group hesitation
Knowledge-Based Systems, vol. 159, n.º 1, pp. 86-97, 2018.
 10.1016/j.knosys.2018.06.009 1-s2.0-S0950705118303137-main.pdf1.48 MB
Alexandros Nikas, Haris Doukas, Luis Martínez A group decision making tool for assessing climate policy risks against multiple criteria
Heliyon, vol. 4, p. e00588, 2018.
 https://doi.org/10.1016/j.heliyon.2018.e00588
Zhen-Song Chen, M. Xu, X. Wang, Kwai-Sang Chin, K. L. Tsui, Luis Martínez Individual Semantics Building for HFLTS Possibility Distribution with Applications in Domain-specific Collaborative Decision Making
IEEE Access, vol. 6, pp. 78803-78828, 2018.
 10.1109/ACCESS.2018.2885342 published-08565845.pdf5.21 MB
Zhen-Song Chen, Luis Martínez, Kwai-Sang Chin, Kwok-Leung Tsui Two-stage Aggregation Paradigm for \HFLTS\ Possibility Distributions: A Hierarchical Clustering Perspective
Expert Systems with Applications, vol. 104, pp. 43-66, 2018.
 https://doi.org/10.1016/j.eswa.2018.03.013
Jindong Qin, Xinwang Liu, Luis Martínez Granular Computing in Decision Making
Granular Computing, vol. 3, n.º 3, pp. 191-192, 2018.
 10.1007/s41066-018-0098-1
Cuiping Wei, Rosa María Rodríguez, Luis Martínez Uncertainty Measures of Extended Hesitant Fuzzy Linguistic Term Sets
IEEE Transactions on Fuzzy Systems, vol. 26, n.º 3, pp. 1763-1768, 2018.
 10.1109/TFUZZ.2017.2724023
Rosa María Rodríguez, Yejun Xu, Luis Martínez, Francisco Herrera Exploring Consistency for Hesitant Preference Relations in Decision Making: Discussing Concepts, Meaning and Taxonomy
Journal of Multiple Valued Logic & Soft Computing, vol. 30, pp. 129-154, 2018.
Jorge Castro, Raciel Yera, Luis Martínez A fuzzy approach for natural noise management in group recommender systems
Expert Systems with Applications, vol. 94, pp. 237-249, 2018.
 https://doi.org/10.1016/j.eswa.2017.10.060
Rosa María Rodríguez, Z.S Xu, Luis Martínez Hesitant fuzzy information for information fusion in decision making
Information Fusion, vol. 42, pp. 62-63, 2018.
 https://doi.org/10.1016/j.inffus.2017.09.015
Javier Medina, Macarena Espinilla, Luis Martínez, Angel Luis García Intelligent multi-dose medication controller for fever: from wearable devices to remote dispensers
Computers and Electrical Engineering, vol. 65, pp. 400-412, 2018.
 10.1016/j.compeleceng.2017.03.012
Long-Hao Yang, Y.M. Wang, Jun Liu, Luis Martínez A joint optimization method on parameter and structure for belief-rule-based systems
Knowledge-Based Systems, vol. 142, pp. 220-240, 2018.
 https://doi.org/10.1016/j.knosys.2017.11.039
T González-Arteaga, Rocío de Andrés, Luis Martínez Managing Interacting Criteria: Application to Environmental Evaluation Practices
Axioms, vol. 7, 2018.
 10.3390/axioms7010004
Cong-Cong Li, Rosa María Rodríguez, Luis Martínez, Yucheng Dong, Francisco Herrera Personalized individual semantics based on consistency in hesitant linguistic group decision making with comparative linguistic expressions
Knowledge-Based Systems, vol. 145, pp. 156-165, 2018.
 https://doi.org/10.1016/j.knosys.2018.01.011
Raciel Yera, Yailé Caballero Mota, Luis Martínez A Recommender System for Programming Online Judges Using Fuzzy Information Modeling
Informatics, vol. 5, 2018.
 10.3390/informatics5020017 informatics-05-00017.pdf860.74 KB
Cong-Cong Li, Rosa María Rodríguez, Francisco Herrera, Luis Martínez, Yucheng Dong Consistency of hesitant fuzzy linguistic preference relations: An interval consistency index
Information Sciences, vol. 432, pp. 347-361, 2018.
 10.1016/j.ins.2017.12.018
Zaiwu Gong, Ning Zhang, Kevin Li, Luis Martínez, Wei Zhao Consensus decision models for preferential voting with abstentions
Computers & Industrial Engineering, vol. 115, pp. 670-682, 2018.
 https://doi.org/10.1016/j.cie.2017.12.007
Jorge Castro, Jie Lu, Guangquan Zhang, Yucheng Dong, Luis Martínez Opinion Dynamics-Based Group Recommender Systems
IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 48, n.º 12, pp. 2394-2406, 2018.
 10.1109/TSMC.2017.2695158
Yaya Liu, Keyun Qin, Luis Martínez "Improving decision making approaches based on fuzzy soft sets and rough soft sets"
Applied Soft Computing, vol. 65, pp. 320-332, 2018.
 https://doi.org/10.1016/j.asoc.2018.01.012 1-s2.0-S1568494618300188-main.pdf506.04 KB
Zhen-Song Chen, Kwai-Sang Chin, Luis Martínez, K.L. Tsui Customizing Semantics for Individuals with Attitudinal HFLTS Possibility Distributions
IEEE Transactions on Fuzzy Systems, vol. 26, pp. 3452-3466, 2018.
 10.1109/TFUZZ.2018.2833053
Macarena Espinilla, Luis Martínez, Javier Medina, Chris Nugent The Experience of Developing the UJAmI Smart Lab
IEEE Access, vol. 6, pp. 34631-34642, 2018.
 10.1109/ACCESS.2018.2849226 08390914.pdf1.93 MB
Hongbin Liu, Le Jiang, Luis Martínez A dynamic multi-criteria decision making model with bipolar linguistic term sets
Expert Systems with Applications, vol. 95, pp. 104-112, 2018.
 https://doi.org/10.1016/j.eswa.2017.11.015
Boris Yatsalo, Luis Martínez Fuzzy Rank Acceptability Analysis: A Confidence Measure of Ranking Fuzzy Numbers
IEEE Transactions on Fuzzy Systems, vol. 26, n.º 6, pp. 3579-3593, 2018.
 10.1109/TFUZZ.2018.2838063
Álvaro Labella, Yaya Liu, Rosa María Rodríguez, Luis Martínez "Analyzing the performance of classical consensus models in large scale group decision making: A comparative study"
Applied Soft Computing, vol. 67, pp. 677-690, 2018.
 https://doi.org/10.1016/j.asoc.2017.05.045 1-s2.0-S1568494617303101-main.pdf2.27 MB
Jorge Castro, Manuel José Barranco, Rosa María Rodríguez, Luis Martínez Group Recommendations Based on Hesitant Fuzzy Sets
International Journal of Intelligent Systems, vol. 33, pp. 2058-2077, 2018.
 10.1002/int.21922 Castro_et_al-2018-International_Journal_of_Intelligent_Systems.pdf891.4 KB
Long-Hao Yang, Jun Liu, Y.M. Wang, Luis Martínez "Extended belief-rule-based system with new activation rule determination and weight calculation for classification problems"
"Applied Soft Computing", vol. "72", pp. 261-272, 2018.
 "https://doi.org/10.1016/j.asoc.2018.08.004" published.pdf1.25 MB

2017

Yeleny Zulueta, Rosa María Rodríguez, Rafael Bello, Luis Martínez A Hesitant Heterogeneous Approach for Environmental Impact Significance Assessment
Journal of Environmental Informatics, vol. 29, n.º 2, pp. 74-87, 2017.
 10.3808/jei.201700363
Z. Zhang, C. Guo, Luis Martínez Managing Multigranular Linguistic Distribution Assessments in Large-Scale Multiattribute Group Decision Making
IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 47, pp. 3063-3076, 2017.
 10.1109/TSMC.2016.2560521
Liang Wang, Álvaro Labella, Rosa María Rodríguez, Y.M. Wang, Luis Martínez Managing Non-Homogeneous Information and Experts Psychological Behavior in Group Emergency Decision Making
Symmetry, vol. 9, n.º 10, 2017.
 10.3390/sym9100234
Macarena Espinilla, Javier Medina, Alberto Calzada, Jun Liu, Luis Martínez, Chris Nugent Optimizing the configuration of an heterogeneous architecture of sensors for activity recognition, using the extended belief rule-based inference methodology
Microprocessors and Microsystems, vol. 52, pp. 381-390, 2017.
 10.1016/j.micpro.2016.10.007
Cong-Cong Li, Yucheng Dong, Francisco Herrera, Enrique Herrera-Viedma, Luis Martínez Personalized individual semantics in Computing with Words for supporting linguistic Group Decision Making. An Application on Consensus reaching
Information Fusion, vol. 33, n.º 1, pp. 29-40, 2017.
 http://dx.doi.org/10.1016/j.inffus.2016.04.005
Raciel Yera, Luis Martínez A recommendation approach for programming online judges supported by data preprocessing techniques
Applied Intelligence, vol. 47, pp. 277-290, 2017.
 10.1007/s10489-016-0892-x
Francisco Javier Estrella, Sezi Onar, Rosa María Rodríguez, Basar Oztaysi, Luis Martínez, C. Kahraman Selecting firms in University technoparks: A hesitant linguistic fuzzy TOPSIS model for heterogeneous contexts
Journal of Intelligent and Fuzzy Systems, vol. 33, n.º 2, pp. 1155-1172, 2017.
 10.3233/JIFS-16727
Javier Medina, Luis Martínez, Macarena Espinilla Subscribing to fuzzy temporal aggregation of heterogeneous sensor streams in real-time distributed environments
International Journal of Communication Systems, vol. 30, n.º 5, 2017.
 10.1002/dac.3238
Liang Wang, Y.M. Wang, Luis Martínez A group decision method based on prospect theory for emergency situations
Information Sciences, vol. 418-419, pp. 119-135, 2017.
 https://doi.org/10.1016/j.ins.2017.07.037
Raciel Yera, Luis Martínez Fuzzy Tools in Recommender Systems: A Survey
International Journal of Computational Intelligence Systems, vol. 10, pp. 776-803, 2017.
 ijcis_10_776_803.pdf2.35 MB
Yucheng Dong, Zhaogang Ding, Luis Martínez, Francisco Herrera Managing consensus based on leadership in opinion dynamics
Information Sciences, vol. 397-398, pp. 187-205, 2017.
 http://dx.doi.org/10.1016/j.ins.2017.02.052
Álvaro Labella, Francisco Javier Estrella, Luis Martínez AFRYCA 2.0: an improved analysis framework for consensus reaching processes
Progress in Artificial Intelligence, vol. 6, pp. 181-194, 2017.
 10.1007/s13748-016-0108-y
Yaya Liu, Luis Martínez, Keyun Qin A Comparative Study of Some Soft Rough Sets
Symmetry, vol. 9, n.º 11, 2017.
 10.3390/sym9110252 Yaya-symmetry-09-00252-2017.pdf479.83 KB
Jorge Castro, Raciel Yera, Luis Martínez An empirical study of natural noise management in group recommendation systems
Decision Support Systems, vol. 94, pp. 1-11, 2017.
 http://dx.doi.org/10.1016/j.dss.2016.09.020
Boris Yatsalo, Alexander Korobov, Luis Martínez Fuzzy Multi-Criteria Acceptability Analysis: A new Approach to Multi-Criteria Decision Analysis under Fuzzy Environment
Expert Systems with Applications, vol. 84, pp. 262-271, 2017.
 https://doi.org/10.1016/j.eswa.2017.05.005
Z.X. Zhang, L. Wang, Rosa María Rodríguez, Y.M. Wang, Luis Martínez A hesitant group emergency decision making method based on prospect theory
Complex and Intelligent Systems, vol. 3, pp. 177-187, 2017.
 10.1007/s40747-017-0045-9

2016

Rosa María Rodríguez, B. Bedregal, Humberto Bustince, Yucheng Dong, B. Farhadinia, C. Kahraman, Luis Martínez, Vicenç c Torra, Y.J. Xu, Z.S Xu, Francisco Herrera A Position and Perspective Analysis of Hesitant Fuzzy Sets on Information Fusion in Decision Making. Towards High Quality Progress
Information Fusion, vol. 29, pp. 89-97, 2016.
 http://dx.doi.org/10.1016/j.inffus.2015.11.004
Rosa María Rodríguez, Álvaro Labella, Luis Martínez An Overview on Fuzzy Modelling of Complex Linguistic Preferences in Decision Making
International Journal of Computational Intelligence Systems, vol. 9, pp. 81-94, 2016.
 10.1080/18756891.2016.1180821
Jun Liu, Rosa María Rodríguez, Luis Martínez New Trends of Information Fusion in Decision Making
Information fusion, vol. 29, pp. 87-88, 2016.
 10.1016/j.inffus.2015.11.001
Yeleny Zulueta, David Rodríguez, Rafael Bello, Luis Martínez A linguistic fusion approach for heterogeneous Environmental Impact Significance Assessment
Applied Mathematical Modelling, vol. 40, pp. 1402-1417, 2016.
 http://dx.doi.org/10.1016/j.apm.2015.07.016
Luis Martínez, Jie Lu A Humble Tribute to 50 Years of Fuzzy Sets
International Journal of Computational Intelligence Systems, vol. 9, pp. 1-2, 2016.
 10.1080/18756891.2016.1180815
Raciel Yera, Jorge Castro, Luis Martínez A fuzzy model for managing natural noise in recommender systems
Applied Soft Computing, vol. 40, pp. 187-198, 2016.
 http://dx.doi.org/10.1016/j.asoc.2015.10.060

2015

Tianrui Li, Jie Lu, Luis Martínez Preface: Intelligent Techniques for Data Science
International Journal of Intelligent Systems, vol. 30, n.º 8, pp. 851-853, 2015.
 10.1002/int.21728
Francisco José Quesada, Iván Palomares, Luis Martínez Managing experts behavior in large-scale consensus reaching processes with uninorm aggregation operators
Applied Soft Computing, vol. 35, pp. 873-887, 2015.
 http://dx.doi.org/10.1016/j.asoc.2015.02.040
Raciel Yera, Y Caballero, Luis Martínez Correcting noisy ratings in collaborative recommender systems
Knowledge-based Systems, vol. 76, pp. 96-108, 2015.
 publicado.pdf623.61 KB
Jorge Castro, Francisco José Quesada, Iván Palomares, Luis Martínez A Consensus-Driven Group Recommender System
International Journal of Intelligent Systems, vol. 30, pp. 887-906, 2015.
 10.1002/int.21730
Luis Martínez, Ronei De Moraes Computational Intelligence Applications for Data Science
Knowledge Based Systems, vol. 67, pp. 1-2, 2015.
 10.1016/j.knosys.2015.07.038
Alberto Calzada, Jun Liu, Huimin Wang, Chris Nugent, Luis Martínez Application of a Spatial Intelligent Decision System on Self-Rated Health Status Estimation
Journal of Medical Systems, vol. 39, 2015.
 10.1007/s10916-015-0321-4

2014

Luis Martínez, Francisco Herrera Challenges of computing with words in decision making
Information Sciences, vol. 258, pp. 218-219, 2014.
 10.1016/j.ins.2013.11.001
Lina García-Cabrera, Nuria Medina-Medina, Pedro José Sánchez, Luis Martínez An axiomatic approach to maintaining the consistency of a hypermedia information system based on the SEM-HP model
Logic Journal of IGPL, vol. 22, 2014.
Iván Palomares, Luis Martínez, Francisco Herrera A Consensus Model to Detect and Manage Non-Cooperative Behaviors in Large Scale Group Decision Making
IEEE Transactions on Fuzzy Systems, vol. 22, pp. 516-530, 2014.
Iván Palomares, Luis Martínez, Francisco Herrera MENTOR: A Graphical Monitoring Tool of Preferences Evolution in Large-Scale Group Decision Making
Knowledge-based Systems, vol. 58, pp. 66-74, 2014.
Iván Palomares, Luis Martínez A Semi-Supervised Multi-Agent System Model to support Consensus Reaching Processes
IEEE Transactions on Fuzzy Systems, vol. 22, pp. 762-777, 2014.
Rosa María Rodríguez, Luis Martínez, Vicenç c Torra, Z.S Xu, Francisco Herrera Hesitant fuzzy sets: State of the art and future directions
International Journal of Intelligent Systems, vol. 29, pp. 495-524, 2014.
Francisco Herrera, Luis Martínez, Vicenç c Torra, Z.S Xu Hesitant Fuzzy Sets: An emerging Tool in Decision