In progress

2024

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

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
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
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

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
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
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
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

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
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
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
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
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
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
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
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

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

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"
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"
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
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
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
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

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
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
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
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
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
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
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

2017

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
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
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, 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
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

2016

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
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
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
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