2022

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
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

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
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
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
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

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
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
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"
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"
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
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
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

2018

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
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
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
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
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
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, 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
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
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

2017

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
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
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
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

2016

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
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
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

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
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

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
Yeleny Zulueta, J Martínez-Moreno, Rafael Bello, Luis Martínez A Discrete Time Variable Index for Supporting Dynamic Multi-criteria Decision Making
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, vol. 22, pp. 1-22, 2014.

2013

2012

Macarena Espinilla, Iván Palomares, Luis Martínez, Da Ruan A comparative study of heterogeneous decision analysis approaches applied to sustainable energy evaluation
International Journal on Uncertainty, Fuzziness and Knowledge-based Systems, vol. 20, pp. 159-174, 2012.
10.1142/S0218488512400120

2010

Rocío de Andrés, Macarena Espinilla, Luis Martínez An Extended Hierarchical Linguistic Model for Managing Integral Evaluation
International Journal of Computational Intelligence Systems, vol. 3, pp. 486-500, 2010.
10.1080/18756891.2010.9727716
Rosa María Rodríguez, Luis Martínez, Da Ruan, Jun Liu Using Collaborative Filtering for Dealing with Missing Values in Nuclear Safeguards Evaluation
International Journal of Uncertainty, Fuzziness and knowledge-based Systems, vol. 18, pp. 431-450, 2010.
J Montero, Luis Martínez Upgrading Ideas about the Concept of Soft Computing
International Journal of Computational Intelligence Systems, vol. 3, pp. 144-147, 2010.
Francisco Herrera, Luis Martínez Special Issue on Decision Support Systems based on Computing with Words: Applications
INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, vol. 3, p. 3, 2010.
10.2991/ijcis.2010.3.4.1
Jun Liu, Luis Martínez, Huimin Wang, Rosa María Rodríguez, V Novozhilov Computing with Words in Risk Assessment
International Journal of Computational Intelligence Systems, vol. 3, pp. 396-419, 2010.
J.M Merigó, M Casanovas, Luis Martínez Linguistic Aggregation Operators for Linguistic Decision Making based on the Dempster-Shafer Theory of Evidence
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, vol. 18, pp. 287-304 , 2010.

2009

2008

Luis Martínez, Macarena Espinilla, Luis Gonzaga Pérez A Linguistic Multigranular Sensory Evaluation Model for Olive Oil
International Journal of Computational Intelligence Systems, vol. 1, pp. 148-158, 2008.
10.1080/18756891.2008.9727612
Francisco Chiclana, Francisco Mata, Luis Martínez, Enrique Herrera-Viedma, S Alonso Integration of a Consistency Control Module Within a Consensus Model
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems (IJUFKS), vol. 16, pp. 35-53, 2008.
Luis Martínez, Luis Gonzaga Pérez, Manuel José Barranco, Macarena Espinilla Improving The Effectiveness of Knowledge Based Recommender Systems Using Incomplete Linguistic Preference Relations
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems (IJUFKS) special issue: Fuzzy Approaches in Preference Modelling, Decision Making and Applications, vol. 16, pp. 33-56, 2008.
10.1142/S0218488508005479
Luis Martínez, Manuel José Barranco, Luis Gonzaga Pérez, Macarena Espinilla A Knowledge Based Recommender System with Multigranular Linguistic Information
International Journal of Computational Intelligence Systems, vol. 1, pp. 312-319, 2008.
10.1080/18756891.2008.9727620

2006

Luis Martínez, Jun Liu, J.B Yang A Fuzzy Model for Design Evaluation Based on Multiple-Criteria Analysis in Engineering Systems
International Journal of Uncertainty , Fuzziness and Knowledge-Based Systems, vol. 14, pp. 317-336, 2006.