In progress

2024

Mohammadreza Jamalifard, Javier Andreu-Perez, Hani Hagras, Luis Martínez Fuzzy Norm-Explicit Product Quantization for Recommender Systems
IEEE Transactions on Fuzzy Systems, vol. 32, n.º 5, pp. 2987-2998, 2024.
10.1109/TFUZZ.2024.3365722
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, vol. 243, p. 122796, 2024.
https://doi.org/10.1016/j.eswa.2023.122796
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, vol. 8, n.º 2, pp. 1102 - 1109, 2024.
10.1109/TETCI.2023.3332557
Xiang Jia, Ying-Ming Wang, Luis Martínez Enhancing reliability of failure modes and effects analysis dealing with linguistic distribution assessments: A consistency based approach
Engineering Applications of Artificial Intelligence, vol. 133, p. 108333, 2024.
https://doi.org/10.1016/j.engappai.2024.108333
Peng Wu, Tianjian Tang, Ligang Zhou, Luis Martínez A decision-support model through online reviews: Consumer preference analysis and product ranking
Information Processing & Management, vol. 61, p. 103728, 2024.
https://doi.org/10.1016/j.ipm.2024.103728

2023

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
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
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
LeSheng Jin, Ronald R. Yager, C. Ma, Luis Martínez, Rosa María Rodríguez Intuitionistic fuzzy type basic uncertain information
IRANIAN JOURNAL OF FUZZY SYSTEMS, vol. 20, pp. 189-197, 2023.
10.22111/IJFS.2023.7840
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
Raciel Yera, Ahmad A. Alzahrani, Luis Martínez, Rosa María Rodríguez A Systematic Review on Food Recommender Systems for Diabetic Patients
International Journal of Environmental Research and Public Health , vol. 20, p. 4248, 2023.
10.3390/ijerph20054248 2023-Yera et al-ijerph-20-04248.pdf784.35 KB

2022

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
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
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
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
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
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

2021

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
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
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
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
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
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
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
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

2020

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
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
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
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
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

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
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
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
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 "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"
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"
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

2018

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
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
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
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
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
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
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
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
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