Publicaciones

In progress

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.
 Archivos suplementarios:
Jian-Peng Chang, Zhen-Song Chen, Zhu-Jun Wang, LeSheng Jin, Witold Pedrycz, Luis Martínez, Miroslaw J. Skibniewski Assessing the Spatial Synergy Between Integrated Urban Rail Transit System and Urban Form: A BULI-Based MCLSGA Model With Wisdom of Crowds
IEEE Transactions on Fuzzy Systems, pp. 1-15.
 Archivos suplementarios:
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, pp. 1-14.
 Archivos suplementarios:
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, pp. 1-1.
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2022

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.
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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.
 Archivos suplementarios:
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.
 Archivos suplementarios:
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, 2022.
 Archivos suplementarios:
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.
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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.
 Archivos suplementarios:
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.
 Archivos suplementarios:
Hasan Dinçer, Serhat Yüksel, Luis Martínez Collaboration enhanced hybrid fuzzy decision-making approach to analyze the renewable energy investment projects
Energy Reports, vol. 8, pp. 377-389, 2022.
 2022_EnergyReports_AnalyzeRen_Energy_projects.pdf765.28 KB Archivos suplementarios:
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.
 Archivos suplementarios:
Raciel Yera, Ahmad A. Alzahrani, Luis Martínez Exploring post-hoc agnostic models for explainable cooking recipe recommendations
Knowledge-Based Systems, vol. 251, p. 109216, 2022.
 2022_knosys_exp_RS.pdf953.53 KB Archivos suplementarios:
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.
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Diego García-Zamora, Álvaro Labella, Rosa María Rodríguez, Luis Martínez Large-scale group decision making: A systematic review and a critical analysis
EEE/CAA Journal of Automatica Sinica, vol. 9, pp. 949-966, 2022.
 Large-Scale+Group+Decision+Making_+A+Systematic+Review+and+a+Critical+Analysis_0.pdf1.35 MB Archivos suplementarios:
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.
 Archivos suplementarios:
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.
 Archivos suplementarios:
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.
 Archivos suplementarios:
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.
 Archivos suplementarios:
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.
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Yaya Liu, Rosa María Rodríguez, Jindong Qin, Luis Martínez Type-2 fuzzy envelope of extended hesitant fuzzy linguistic term set: Application to multi-criteria group decision making
Computers & Industrial Engineering, vol. 169, p. 108208, 2022.
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2021

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.
 Archivos suplementarios:
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.
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Álvaro Labella, Alessio Ishizaka, Luis Martínez "Consensual Group-AHPSort: Applying consensus to GAHPSort in sustainable development and industrial engineering"
"Computers & Industrial Engineering", vol. "152", p. "107013", 2021.
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Sihai Zhao, Yucheng Dong, Siqi Wu, Luis Martínez "Linguistic scale consistency issues in multi-granularity decision making contexts"
"Applied Soft Computing", vol. "101", p. "107035", 2021.
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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.
 Archivos suplementarios:
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.
 08510811.pdf4.77 MB Archivos suplementarios:
Shuping Wan, Wen-Chang Zou, Jiuying Dong, Luis Martínez A probabilistic linguistic dominance score method considering individual semantics and psychological behavior of decision makers
Expert Systems with Applications, vol. 184, p. 115372, 2021.
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Zelin Wang, Rosa María Rodríguez, Y.M. Wang, Luis Martínez A two-stage minimum adjustment consensus model for large scale decision making based on reliability modeled by two-dimension 2-tuple linguistic information
Computers & Industrial Engineering, vol. 151, p. 106973, 2021.
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Rosa María Rodríguez, Nesrin Halouani, Isis Truck Advances in Operations Research
International Journal of Operational Research, vol. 41, n.º 1, pp. 1-3, 2021.
 2021-Rodriguez et al-IJOR-vol41.pdf144.76 KB Archivos suplementarios:
Kiril Tenekedjiev, Natalia Nikolova, Rosa María Rodríguez, Kaoru Hirota Bootstrap Testing of Central Tendency Nullity Over Paired Fuzzy Samples
International Journal of Fuzzy Systems, vol. 23, pp. 1934–1954, 2021.
 Archivos suplementarios:
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.
 Archivos suplementarios:
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.
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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.
 Archivos suplementarios:
Yilena Pérez-Almaguer, Raciel Yera, A. A. Alzahrani, Luis Martínez Content-based group recommender systems: a general taxonomy and further improvements
Expert Systems with Applications, vol. 184, p. 115444, 2021.
 Perez_Yera_etal_ESWA2021_ContentBased.pdf1.98 MB Archivos suplementarios:
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.
 Archivos suplementarios:
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.
 Archivos suplementarios:
Zhen-Song Chen, Xuan Zhang, Rosa María Rodríguez, Witold Pedrycz, Luis Martínez Expertise-based bid evaluation for construction-contractor selection with generalized comparative linguistic ELECTRE III
Automation in Construction, vol. 125, p. 103578, 2021.
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Jiang-Hong Zhu, Zhen-Song Chen, Bin Shuai, Witold Pedrycz, Kwai-Sang Chin, Luis Martínez Failure mode and effect analysis: A three-way decision approach
Engineering Applications of Artificial Intelligence, vol. 106, p. 104505, 2021.
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Boris Yatsalo, Alexander Korobov, Luis Martínez From MCDA to Fuzzy MCDA: violation of basic axiom and how to fix it
Neural Computing and Applications, vol. 33, pp. 1711–1732, 2021.
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Boris Yatsalo, Alexander Korobov, Basar Oztaysi, C. Kahraman, Luis Martínez Fuzzy extensions of PROMETHEE: Models of different complexity with different ranking methods and their comparison
"Fuzzy Sets and Systems", n.º 422, pp. 1-26, 2021.
 2021_FSS_published_0.pdf833.42 KB Archivos suplementarios:
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.
 2021-He et al-mathematics-vol9.pdf542.64 KB Archivos suplementarios:
Zhen-Song Chen, Xuan Zhang, Witold Pedrycz, Xian-Jia Wang, Kwai-Sang Chin, Luis Martínez K-means clustering for the aggregation of HFLTS possibility distributions: N-two-stage algorithmic paradigm
Knowledge-Based Systems, vol. 227, p. 107230, 2021.
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Jun Liu, Rosa María Rodríguez, Hui Wang Knowledge Enhanced Data Analytics for Autonomous Decision Making
International Journal of Approximate Reasoning, vol. 136, pp. 247-248, 2021.
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Shengli Li, Rosa María Rodríguez, Cuiping Wei Managing manipulative and non-cooperative behaviors in large scale group decision making based on a WeChat-like interaction network
Information Fusion, vol. 75, pp. 1-15, 2021.
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Pavel Anselmo Alvarez, Alessio Ishizaka, Luis Martínez Multiple-criteria decision-making sorting methods: A survey
Expert Systems with Applications, vol. 183, p. 115368, 2021.
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Xianjuan Cheng, Shuping Wan, Jiuying Dong, Luis Martínez New decision-making methods with interval reciprocal preference relations: A new admissible order relation of intervals
Information Sciences, vol. 569, pp. 400-429, 2021.
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Diego García-Zamora, Álvaro Labella, Rosa María Rodríguez, Luis Martínez Nonlinear preferences in group decision-making. Extreme values amplifications and extreme values reductions
International Journal of Intelligent Systems, vol. 36, pp. 6581-6612, 2021.
 Archivos suplementarios:
Yi Yang, Zhen-Song Chen, Rosa María Rodríguez, Witold Pedrycz, Kwai-Sang Chin Novel fusion strategies for continuous interval-valued q-rung orthopair fuzzy information: a case study in quality assessment of SmartWatch appearance design
International Journal of Machine Learning and Cybernetics, 2021.
 Archivos suplementarios:
Long-Hao Yang, Jun Liu, Y.M. Wang, Chris Nugent, Luis Martínez Online updating extended belief rule-based system for sensor-based activity recognition
Expert Systems with Applications, vol. 186, p. 115737, 2021.
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Natalia Nikolova, Rosa María Rodríguez, Mark Symes, Daniela Toneva, Krasimir Kolev, Kiril Tenekedjiev Outlier Detection Algorithms Over Fuzzy Data with Weighted Least Squares
International Journal of Fuzzy Systems, vol. 23, pp. 1234–1256, 2021.
 Archivos suplementarios:
Zhen-Song Chen, Lan-Lan Yang, Rosa María Rodríguez, Sheng-Hua Xiong, Kwai-Sang Chin, Luis Martínez Power-average-operator-based hybrid multiattribute online product recommendation model for consumer decision-making
International Journal of Intelligent Systems, vol. 36, pp. 2572-2617, 2021.
 2021_PowerAO.pdf5.17 MB Archivos suplementarios:
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.
 Archivos suplementarios:
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.
 Archivos suplementarios:
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.
 Archivos suplementarios:
Shengli Li, Rosa María Rodríguez, Cuiping Wei Two-stage consensus model based on opinion dynamics and evolution of social power in large-scale group decision making
Applied Soft Computing, vol. 111, p. 107615, 2021.
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2020

Yingying Liang, Jindong Qin, Luis Martínez, Jun Liu "A heterogeneous QUALIFLEX method with criteria interaction for multi-criteria group decision making"
Information Sciences, vol. 512, pp. 1481-1502, 2020.
 Archivos suplementarios:
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.
 Archivos suplementarios:
Liang Wang, Y.M. Wang, Luis Martínez "Fuzzy TODIM method based on alpha-level sets"
"Expert Systems with Applications", vol. 140, p. "112899", 2020.
 Archivos suplementarios:
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.
 Archivos suplementarios:
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.
 Archivos suplementarios:
Álvaro Labella, Rosa María Rodríguez, A. A. Alzahrani, Luis Martínez A Consensus Model for Extended Comparative Linguistic Expressions with Symbolic Translation
Mathematics, vol. 8, p. 2198, 2020.
 mathematics-08-02198.pdf2.46 MB Archivos suplementarios:
Álvaro Labella, Rosa María Rodríguez, Luis Martínez A Consensus Reaching Process Dealing with Comparative Linguistic Expressions for Group Decision Making: A Fuzzy Approach
Journal of Intelligent & Fuzzy Systems, vol. 38, pp. 735-748, 2020.
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Álvaro Labella, Hongbin Liu, Rosa María Rodríguez, Luis Martínez A cost consensus metric for Consensus Reaching Processes based on a comprehensive minimum cost model
European Journal of Operational Research, vol. 281, pp. 316–331, 2020.
 Archivos suplementarios:
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.
 Archivos suplementarios:
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.
 Archivos suplementarios:
Abteen Ijadi Maghsoodi, Shahrzad Soudian, Luis Martínez, Enrique Herrera-Viedma, Edmundas K. Zavadskas A phase change material selection using the interval-valued target-based BWM-CoCoMULTIMOORA approach: A case-study on interior building applications
Applied Soft Computing, vol. 95, p. 106508, 2020.
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Francisco Figueroa-Perez, Juan C. Leyva-Lopez, Edgar O. Pe´rez-Contreras, Pedro José Sánchez, Alan D. Ramirez-Noriega An Agent-Based System for the Design of New Products Using a Fuzzy Multicriteria Approach
International Jornal of Fuzzy Systems, vol. 22, pp. 2691–2707, 2020.
 Archivos suplementarios:
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.
 mathematics-08-00646.pdf6.09 MB Archivos suplementarios:
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.
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Álvaro Labella, Konstantinos Koasidis, Alexandros Nikas, Apostolos Arsenopoulos, Haris Doukas APOLLO: A Fuzzy Multi-criteria Group Decision-Making Tool in Support of Climate Policy
International Journal of Computational Intelligence Systems, vol. 13, n.º 1, pp. 1539-1553, 2020.
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Álvaro Labella, Rosa María Rodríguez, Luis Martínez Computing with Comparative Linguistic Expressions and Symbolic Translation for Decision Making: ELICIT Information
IEEE Transactions on Fuzzy Systems, vol. 28, n.º 10, pp. 2510 - 2522, 2020.
 Archivos suplementarios:
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.
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Luis Martínez, Witold Pedrycz, Laura Cruz-Reyes Editorial on Special Issue: Fuzzy Models for Business Analytics
International Journal of Fuzzy Systems, vol. 22, pp. 2690-2690, 2020.
 Mart-nez_et_al-2020-International_Journal_of_Fuzzy_Systems.pdf118.58 KB Archivos suplementarios:
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.
 Archivos suplementarios:
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.
 Archivos suplementarios:
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.
 Archivos suplementarios:
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.
 Archivos suplementarios:
Antonio Luis Moreno Albarracin, Ana Licerán Gutiérrez, Cristina Ortega Rodríguez, Álvaro Labella, Rosa María Rodríguez Measuring What Is Not Seen—Transparency and Good Governance Nonprofit Indicators to Overcome the Limitations of Accounting Models
Sustainability, vol. 12, p. 7275, 2020.
 sustainability-12-07275.pdf558.93 KB Archivos suplementarios:
Cuiping Wei, Rosa María Rodríguez, Peng Li Note on entropies of hesitant fuzzy linguistic term sets and their applications
Information Sciences, vol. 512, pp. 352-368, 2020.
 Archivos suplementarios:
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.
 Archivos suplementarios:
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.
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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.
 Archivos suplementarios:
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.
 Archivos suplementarios:
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.
 Archivos suplementarios:
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.
 1-s2.0-S0957417418305001-main.pdf8.02 MB Archivos suplementarios:
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.
 Archivos suplementarios:
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.
 Archivos suplementarios:
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.
 Archivos suplementarios:
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.
 Archivos suplementarios:
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.
 Archivos suplementarios:
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.
 Archivos suplementarios:
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.
 08924671-published.pdf2.57 MB Archivos suplementarios:
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.
 On-line-food-nutrition.pdf8.72 MB Archivos suplementarios:
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.
 proof-online.pdf2.26 MB Archivos suplementarios:
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.
 Archivos suplementarios:
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.
 Archivos suplementarios:
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.
 125923236-publicado.pdf748.26 KB Archivos suplementarios:
María Dolores Pelaez-Aguilera, Macarena Espinilla, Maria Fernandez-Olmo, Javier Medina Fuzzy Linguistic Protoforms to summarize Heart Rate Streams of Patients with Ischemic Heart Disease
Complexity, vol. 2019, pp. 1-11, 2019.
 2694126.pdf3.73 MB Archivos suplementarios:
Zhen-Song Chen, Xuan Zhang, Rosa María Rodríguez, Xian-Jia Wang, Kwai-Sang Chin Heterogeneous Interrelationships among Attributes in Multi-Attribute Decision-Making: An Empirical Analysis
International Journal of Computational Intelligence Systems, vol. 12, n.º 2, pp. 984-997, 2019.
 2019-Chen et al-IJCIS-vol12-2.pdf2.33 MB Archivos suplementarios:
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.
 08915698-published.pdf12.91 MB Archivos suplementarios:
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.
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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.
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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.
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Francisco Figueroa Perez, Juan C. Leyva Lopez, Luis C. Santillan, Edgar O. Perez Contreras, Pedro José Sánchez The Use of Marketing Decision Support Systems for New Product Design: A Review
International Journal of Computational Intelligence Systems, vol. 12, pp. 761-774, 2019.
 125912324-1.pdf374.08 KB Archivos suplementarios:
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.
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2018

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.
 1-s2.0-S1568494617303101-main.pdf2.27 MB Archivos suplementarios:
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.
 published.pdf1.25 MB Archivos suplementarios:
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.
 1-s2.0-S1568494618300188-main.pdf506.04 KB Archivos suplementarios:
Yeleny Zulueta, Lina García-Cabrera A Choquet integral-based approach to multiattribute decision-making with correlated periods
Granular Computing, vol. 3, pp. 245-256, 2018.
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Liang Wang, Rosa María Rodríguez, Y.M. Wang A dynamic multi-attribute group emergency decision making method considering experts hesitation
International Journal of Computational Intelligence Systems, vol. 11, pp. 163-182, 2018.
 2017-Wang et al.IJCIS-vol11.pdf652.11 KB Archivos suplementarios:
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.
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Alberto Salguero, Macarena Espinilla A flexible text analyzer based on ontologies. An application for detecting discriminatory language
Language Resources and Evaluation, vol. 52, pp. 185-215, 2018.
 analyzer.pdf930.12 KB Archivos suplementarios:
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.
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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.
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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.
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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.
 1-s2.0-S0950705118303137-main.pdf1.48 MB Archivos suplementarios:
Raciel Yera, Yailé Caballero Mota, Luis Martínez A Recommender System for Programming Online Judges Using Fuzzy Information Modeling
Informatics, vol. 5, 2018.
 informatics-05-00017.pdf860.74 KB Archivos suplementarios:
Victor M. Mondragon, Vicente Garcia Diaz, Rubén González Crespo, Carlos Porcel, Enrique Herrera-Viedma Adaptive contents for Interactive TV guided by machine learning based on predictive sentiment analysis of data
Soft Computing, vol. 22, n.º 8, pp. 2731-2752, 2018.
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Carlos Porcel, A. Ching-López, G. Lefranc, V. Loia, E. Herrera-Viedma An academic social network based on a personalized fuzzy linguistic recommender system
Engineering Applications of Artificial Intelligence, vol. 75, pp. 1-10, 2018.
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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.
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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.
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Osman Taylan, Muhammed R. Kabli, Carlos Porcel, Enrique Herrera-Viedma Contractor Selection for Construction Projects Using Consensus Tools and Big Data
International Journal of Fuzzy Systems, vol. 20, n.º 4, pp. 1267-1281, 2018.
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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.
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Javier Medina, Shuai Zhang, Chris Nugent, Macarena Espinilla Ensemble classifier of Long Short-Term Memory with Fuzzy Temporal Windows on binary sensors for Activity Recognition
Expert Systems with Applications, vol. 114, pp. 441-453, 2018.
 2018_ESWA.pdf1.38 MB Archivos suplementarios:
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.
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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.
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Jindong Qin, Xinwang Liu, Luis Martínez Granular Computing in Decision Making
Granular Computing, vol. 3, n.º 3, pp. 191-192, 2018.
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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.
 Castro_et_al-2018-International_Journal_of_Intelligent_Systems.pdf891.4 KB Archivos suplementarios:
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.
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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.
 published-08565845.pdf5.21 MB Archivos suplementarios:
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.
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J. Bernabé-Moreno, A. Tejeda-Lorente, Carlos Porcel, E. Herrera-Viedma Leveraging localized social media insigths for industry early warning systems
International Journal of Information Technology & Decision Making, vol. 17, n.º 1, pp. 357-385, 2018.
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T González-Arteaga, Rocío de Andrés, Luis Martínez Managing Interacting Criteria: Application to Environmental Evaluation Practices
Axioms, vol. 7, 2018.
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Alberto Salguero, Macarena Espinilla Ontology-based feature generation to improve accuracy of activity recognition in smart environments
Computers and Electrical Engineering, vol. 68, pp. 1-13, 2018.
 Salguero2018b.pdf831.6 KB Archivos suplementarios:
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.
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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.
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Javier Medina, Miguel Angel Lopez Medina, Alberto Salguero, Macarena Espinilla Predicting the Urgency Demand of COPD Patients from Environmental Sensors Within Smart Cities with High-Environmental Sensitivity
IEEE Access, vol. 6, pp. 25081-25089, 2018.
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J. Bernabé-Moreno, A. Tejeda-Lorente, Carlos Porcel, E. Herrera-Viedma Quantifying the emotional impact of events on locations with Social Media
Knowledge Based System, vol. 146, pp. 44-57, 2018.
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Emiro de la Hoz, Paola Ariza-Colpas, Javier Medina, Macarena Espinilla Sensor-based datasets for Human Activity Recognition - A Systematic Review of Literature
IEEE Access, vol. 6, pp. 1-19, 2018.
 2018-IEEE-Emiro.pdf9.68 MB Archivos suplementarios:
Macarena Espinilla, Luis Martínez, Javier Medina, Chris Nugent The Experience of Developing the UJAmI Smart Lab
IEEE Access, vol. 6, pp. 34631-34642, 2018.
 08390914.pdf1.93 MB Archivos suplementarios:
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.
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Francisco Chiclana, Francisco Mata, Luis Gonzaga Pérez, Enrique Herrera-Viedma Type-1 OWA Unbalanced Fuzzy Linguistic Aggregation Methodology: Application to Eurobonds Credit Risk Evaluation
International Journal of Intelligent Systems, vol. 33, n.º 5, pp. 1071-1078, 2018.
 Chiclana_et_al-2018-International_Journal_of_Intelligent_Systems.pdf796.65 KB Archivos suplementarios:
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.
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Alberto Salguero, Macarena Espinilla, Pablo de la Torre, Javier Medina Using Ontologies for the Online Recognition of Activities of Daily Living
Sensors, vol. 18, n.º 4, 2018.
 ASalguero_sensors.pdf1.91 MB Archivos suplementarios:

2017

Yaya Liu, Luis Martínez, Keyun Qin A Comparative Study of Some Soft Rough Sets
Symmetry, vol. 9, n.º 11, 2017.
 Yaya-symmetry-09-00252-2017.pdf479.83 KB Archivos suplementarios:
M. Muñoz, E. Miranda, Pedro José Sánchez A Fuzzy System for Estimating Premium Cost of Option Exchange Using Mamdani Inference: Derivatives Market of Mexico
INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, vol. 10, pp. 153-164, 2017.
 ijcis_10_153_164 (1).pdf1.61 MB Archivos suplementarios:
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.
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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.
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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.
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Raciel Yera, Luis Martínez A recommendation approach for programming online judges supported by data preprocessing techniques
Applied Intelligence, vol. 47, pp. 277-290, 2017.
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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.
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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.
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Pilar Gómez, Antonio Partal, Macarena Espinilla Classification of the risk in the new financing framework of the Deposit Guarantee Systems in Europe: K-Means Cluster Analysis and Soft Computing
International Journal of Computational Intelligence Systems, vol. 10, pp. 78-89, 2017.
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C. Shewell, Javier Medina, Macarena Espinilla, Chris Nugent, M. Donnelly, Huimin Wang Comparison of Fiducial Marker Detection and Object Interaction in Activities of Daily Living Utilising a Wearable Vision Sensor.
International Journal of Communication Systems, vol. 30, 5 vol., pp. 1-15, 2017.
 3-Comparison.pdf516.99 KB Archivos suplementarios:
Macarena Espinilla, Chris Nugent Computational Intelligence for Smart Environments
International Journal of Computational Intelligence Systems, vol. 10, 1 vol., pp. 1250-1251, 2017.
 ijcis_10_1250_1251.pdf455.82 KB Archivos suplementarios:
Macarena Espinilla, Javier Medina, Angel Luis García, Sixto Campana, Jorge Peláez Fuzzy Intelligent System for Patients with Preeclampsia in Wearable Devices
Mobile Information Systems, vol. 2017, pp. 1-10, 2017.
 MEspinillaMis.pdf2.07 MB Archivos suplementarios:
Carlos Porcel, Alberto Ching-López, Alvaro Tejeda-Lorente, Juan Bernabé-Moreno, Enrique Herrera-Viedma Fuzzy linguistic recommender systems for the selective diffusion of information in digital libraries
Journal of Information Processing Systems (JIPS), vol. 13, n.º 4, pp. 653 - 667, 2017.
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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.
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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 Archivos suplementarios:
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.
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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.
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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.