Coordinador en Inteligencia Computacional

Luis Martínez López

Coordinación de Áreas, Highly Cited Researcher

Universidad de Jaén

Highly Cited Researcher en los años 2017, 2018, 2019 y 2020

Luis Martínez López es Catedrático de Universidad de la Universidad de Jaén. Desarrolla su labor investigadora en las líneas de investigación de toma de decisión difusa, modelado de preferencias, sistemas difusos, sistemas de soporte a la decisión, marketing personalizado, computación con palabras y sistemas de recomendación. Ha coeditado 14 números especiales en modelado difuso de preferencias, soft computing, toma de decisiones lingüísticas y lógica difusa, también ha dirigido 14 proyectos de I+D en éstas áreas científicas y publicado más de 120 artículos en revistas indexadas por el SCI, más de 33 capítulos de libro y más de 150 contribuciones a conferencias nacionales e internacionales…

También es Editor en Jefe de la revista International Journal of Computational Intelligence Systems además de editor asociado en las revistas IEEE Transactions on Fuzzy Systems, Information Fusion, the International Journal of Fuzzy Systems, Journal of Intelligent & Fuzzy Systems, Applied Artificial Intelligence, Journal of Fuzzy Mathematics y miembro del comité editorial de la Journal of Universal Computer Sciences. Ha recibido dos veces el IEEE Transactions on Fuzzy Systems Outstanding Paper Award 2008  y 2012.

Indicar que es profesor visitante en la Universidad Tecnológica de Sydney, en la  Universidad de Portsmouth (Isambard Kingdom Brunel Fellowship Scheme), en la Universidad Tecnológica de Wuhan (Chutian Scholar), además de  Profesor Invitado en la Southwest Jiaotong University y Profesor Honorable en Xihua University ambas en Chengdu (China). Finalmente destacar que  es Highly Cited Researcher 2017 y 2018 según los Essential Science Indicators del Web of Science.

Publicaciones

A group analysis framework for evaluating the relative importance of civil aviation safety performance indicators

Knowledge-Based Systems

A robust optimization approach for generating emergency plans with dynamic evolution under uncertainty

Computers & Industrial Engineering

An ExpTODIM based multi-criteria sorting method under uncertainty

Information Fusion

An overview of opinion polarization: models, drivers, and strategic solutions

Information Processing & Management

Assessment of pharmaceutical supply risk during COVID-19 crisis: A novel MCGDM approach based on minimum cost consensus models

Computers & Industrial Engineering

Enhancing risk management efficiency for building information modelling application via basic uncertain linguistic large-scale group decision making

Applied Soft Computing

Fuzzy Logic for Layer-Wise Explainability in Deep Neural Networks: A First Approach
MULTIMOORA-Sort: A multi-criteria sorting framework integrating criteria interactions, explanations, and preference disaggregation

Computers & Industrial Engineering

Using Shapley Additive Explanations for Supporting Individual and Group Recommendation: Survey and New Perspectives
A data-driven large-scale group decision-making framework for managing ratings and text reviews
AUTHORS: Diego García-Zamora; Bapi Dutta; LeSheng Jin; Zhen-Song Chen; Luis Martínez

Expert Systems with Applications

A high-order hesitancy fuzzy time series model based on improved cumulative probability distribution approach and weighted fuzzy logic relationship

Information Sciences

A novel online reviews-based decision-making framework to manage rating and textual reviews
AUTHORS: Xiao-Hong Pan; Shi-Fan He; Diego García-Zamora; Ying-Ming Wang; Luis Martínez

Expert Systems with Applications

A three-way decision-making approach for incomplete heterogeneous information systems: enhancing enterprise performance evaluation

Information Sciences

Automatic consensus models to balance consensus cost, consistency level and consensus degree with attitudinal trust mechanism

Information Sciences

Characterizing Provider Fairness in Content-Based E-Service Intelligent Recommendation
Consistency- and ordinal consensus-based multiple scenario model for group decision-making with incomplete probabilistic linguistic preference relations

Applied Soft Computing

Constructing Composite Indicators Through Extreme Values Reductions-Ordered Weighted Averaging: Human Development Index
AUTHORS: Matheus Pereira Libório; Petr Ekel; Marcos Flávio Silveira Vasconcelos D’Angelo; Luis Martínez; Hamid Rabiei

IEEE Access

Dealing With Heterogeneous Information in Multi-Criteria Group Decision-Making Problems: A Comprehensive Design Framework

IEEE Access

Dynamic clustering-based consensus model for large-scale group decision-making considering overlapping communities
AUTHORS: Zhen Hua; Xiangjie Gou; Luis Martínez

Information Fusion

ELICIT information-based robust large-scale minimum cost consensus model under social networks
AUTHORS: Yefan Han; Bapi Dutta; Diego García-Zamora; Ying Ji; Shaojian Qu; Luis Martínez

Applied Soft Computing

Eliciting personalized AHP scale from verbal pairwise comparisons

Journal of the Operational Research Society

Enhancing Explainability and Reliable Decision-Making in Particle Swarm Optimization through Communication Topologies
Fuzzychain: An equitable consensus mechanism for blockchain networks

Journal of Network and Computer Applications

Hesitant Fuzzy Ordered Linguistic Term Sets for Group Decision-Making

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Hybrid-Augmented Intelligent Systems: New Trends and Applications
AUTHORS: Rosa María Rodríguez Domínguez; Luis Martínez López; Kiril Tenekedjiev

JUCS - Journal of Universal Computer Science

Integrating a simplified formula graph representation into a graph neural network model for premise selection

Applied Soft Computing

LORE4GroupRS: Explaining Group Recommendations Supported by a Local Rule-Based Approach
AUTHORS: Raciel Yera; Luis Martínez
Robust multi-view fuzzy clustering with exponential transformation and automatic view weighting
AUTHORS: Zhe Liu; Haoye Qiu; Muhammet Deveci; Sukumar Letchmunan; Luis Martínez

Knowledge-Based Systems

Semantic enrichment of decision rules: A framework for improving formal decision contexts

Information Sciences

A concept lattice-based expert opinion aggregation method for multi-attribute group decision-making with linguistic information
AUTHORS: Kuo Pang; Luis Martínez; Nan Li; Jun Liu; Li Zou; Mingyu Lu

Expert Systems with Applications

A conceptual clustering method for large-scale group decision-making with linguistic truth-valued lattice implication algebra
AUTHORS: Kuo Pang; Yifan Lu; Luis Martínez; Witold Pedrycz; Li Zou; Mingyu Lu

Applied Soft Computing

A novel framework for FMEA using evidential BWM and SMAA-MARCOS method
AUTHORS: Yanbing Ju; Qian Zhao; Martínez Luis; Yuanyuan Liang; Jinhua Dong; Peiwu Dong; Mihalis Giannakis

Expert Systems with Applications

A sentiment analysis and dual trust relationship-based approach to large-scale group decision-making for online reviews: A case study of China Eastern Airlines
AUTHORS: Lun Guo; Jianming Zhan; Gang Kou; Luis Martínez

Information Sciences

Accelerating the integration of the metaverse into urban transportation using fuzzy trigonometric based decision making
AUTHORS: Muhammet Deveci; Dragan Pamucar; Ilgin Gokasar; Luis Martinez; Mario Köppen; Witold Pedrycz

Engineering Applications of Artificial Intelligence

Admissible OWA operators for fuzzy numbers

Fuzzy Sets and Systems

Aggregation of Basic Uncertain Information With Two-Step Aggregation Frame
AUTHORS: LeSheng Jin; Zhen-Song Chen; Witold Pedrycz; Tapan Senapati; Boris Yatsalo; Radko Mesiar; Gleb Beliakov; Luis Martínez

IEEE Transactions on Emerging Topics in Computational Intelligence

An extended multi-expert concept lattice-based heterogeneous multi-attribute group decision-making approach
AUTHORS: Kuo Pang; Chao Fu; Luis Martínez; Jun Liu; Li Zou; Mingyu Lu

Information Sciences

Consensus reaching in LSGDM: Overlapping community detection and bounded confidence-driven feedback mechanism
AUTHORS: Ying-Ming Wang; Hui-Hui Song; Bapi Dutta; Diego García-Zamora; Luis Martínez

Information Sciences

Decision-making for supplier selection problems based on QUALIFLEX technique using likelihood method in LIVIFS environment
AUTHORS: Chiranjibe Jana; Afra Siab; Muhammad Sajjad Ali Khan; Madhumangal Pal; Luis Martinez; Muhammad Asif Jan

Expert Systems with Applications

Developing deep transfer and machine learning models of chest X-ray for diagnosing COVID-19 cases using probabilistic single-valued neutrosophic hesitant fuzzy
AUTHORS: Hassan A. Alsattar; Sarah Qahtan; Aws Alaa Zaidan; Muhammet Deveci; Luis Martinez; Dragan Pamucar; Witold Pedrycz

Expert Systems with Applications

DLT Architecture Proposal for IoT Applications Based on Data Streams
AUTHORS: Francisco Moya; Luis Martínez; Fco Javier Estrella; Jorge Marx Gómez; Rafael A. Espin
Enhancing group decision-making: Maximum consensus aggregation for fuzzy cross-efficiency under hesitant fuzzy linguistic information
AUTHORS: Hui-Hui Song; Ying-Ming Wang; Luis Martínez

Computers & Industrial Engineering

Enhancing reliability of failure modes and effects analysis dealing with linguistic distribution assessments: A consistency based approach
AUTHORS: Xiang Jia; Ying-Ming Wang; Luis Martínez

Engineering Applications of Artificial Intelligence

Evaluation of trustworthy artificial intelligent healthcare applications using multi-criteria decision-making approach
AUTHORS: M.A. Alsalem; A.H. Alamoodi; O.S. Albahri; A.S. Albahri; Luis Martínez; R. Yera; Ali M. Duhaim; Iman Mohamad Sharaf

Expert Systems with Applications

Fuzzy Norm-Explicit Product Quantization for Recommender Systems
AUTHORS: Mohammadreza Jamalifard; Javier Andreu-Perez; Hani Hagras; Luis Martínez López

IEEE Transactions on Fuzzy Systems

Heterogeneous Group Consensus Method With Three-Way Decisions Based on Fuzzy Social Networks and Manipulation Behaviors Under Multiscale Information Systems
AUTHORS: Yibin Xiao; Jianming Zhan; Zeshui Xu; Luis Martínez

IEEE Transactions on Fuzzy Systems

Linguistic Interval-Valued Spherical Fuzzy Soft Set and Its Application in Decision Making
AUTHORS: Tie Hou; Zheng Yang; Yanling Wang; Hongliang Zheng; Li Zou; Luis Martínez

Applied Sciences

Managing non-cooperative behaviors in consensus reaching process: A novel multi-stage linguistic LSGDM framework
AUTHORS: Hui-Hui Song; Bapi Dutta; Diego García-Zamora; Ying-Ming Wang; Luis Martínez

Expert Systems with Applications

Phonendo: a platform for publishing wearable data on distributed ledger technologies
AUTHORS: Francisco Moya; Francisco J. Quesada; Luis Martínez; Fco Javier Estrella

Wireless Networks

The Deck of Cards Method to Build Interpretable Fuzzy Sets in Decision-making
AUTHORS: Diego García-Zamora; Bapi Dutta; José Rui Figueira; Luis Martínez

European Journal of Operational Research

Three-Way Group Decision-Making With Personalized Numerical Scale of Comparative Linguistic Expression: An Application to Traditional Chinese Medicine
AUTHORS: Yaya Liu; Lina Zhu; Rosa M. Rodríguez; Yiyu Yao; Luis Martínez

IEEE Transactions on Fuzzy Systems

Towards a collective opinion generation approach with multiple objectives for evaluating rail transit station accessibility in urban areas
AUTHORS: Zhen-Song Chen; Yan Wang; Yue-Hua Chen; Abbas Mardani; Witold Pedrycz; Luis Martínez

Knowledge-Based Systems

Trust number: Trust-based modeling for handling decision-making problems
AUTHORS: Saeid Jafarzadeh Ghoushchi; Abbas Mardani; Luis Martínez

Knowledge-Based Systems

Trust Risk Test-Based Group Consensus With Probabilistic Linguistic Preference Relations Under Social Networks
AUTHORS: Xinru Han; Jianming Zhan; Zeshui Xu; Luis Martínez

IEEE Transactions on Fuzzy Systems

Weights generation models based on acceptance degrees in decision making
AUTHORS: LeSheng Jin; Zhen-Song Chen; Radko Mesiar; Tapan Senapati; Diego García-Zamora; Luis Martínez

Fuzzy Sets and Systems

WITHDRAWN: An OPA-F-Based Single-Valued Neutrosophic Fuzzy MARCOS Approach with Dombi Aggregation Operators for Evaluating Indoor Sex Work Risk in the Economy
AUTHORS: Priyanka Majumder; Amrit Das; Palanivel Kaliyaperumal; Tapan Senapati; Luis Martinez; Ronald R. Yager

Applied Soft Computing

A comparative study of evaluating and benchmarking sign language recognition system-based wearable sensory devices using a single fuzzy set
AUTHORS: Sarah Qahtan; Hassan A. Alsattar; Aws Alaa Zaidan; Muhammet Deveci; Dragan Pamucar; Luis Martinez

Knowledge-Based Systems

A Consensus-Based Best-Worst Method for Multi-criteria Group Decision-Making

Lecture Notes in Operations Research

A Fuzzy-set based formulation for minimum cost consensus models

Computers & Industrial Engineering

A hybrid decision making approach for new service development process of renewable energy investment
AUTHORS: Luis Martínez; Hasan Dinçer; Serhat Yüksel

Applied Soft Computing

A Large Scale Group Three-Way Decision-based consensus model for site selection of New Energy Vehicle charging stations
AUTHORS: Ying-Ming Wang; Shi-Fan He; Diego García Zamora; Xiao-Hong Pan; Luis Martínez

Expert Systems with Applications

A linguistic information granulation model based on best-worst method in decision making problems
AUTHORS: Xiaoyu Ma; Jindong Qin; Luis Martínez; Witold Pedrycz

Information Fusion

A Linguistic Metric for Consensus Reaching Processes Based on ELICIT Comprehensive Minimum Cost Consensus Models

IEEE Transactions on Fuzzy Systems

A New Decision-Making Framework for Site Selection of Electric Vehicle Charging Station With Heterogeneous Information and Multigranular Linguistic Terms
AUTHORS: Ying-Ming Wang; Xiao-Hong Pan; Shi-Fan He; Bapi Dutta; Diego Garcia-Zamora; Luis Martinez

IEEE Transactions on Fuzzy Systems

A novel alpha-level sets based fuzzy DEMATEL method considering experts’ hesitant information
AUTHORS: Zi-Xin Zhang; Liang Wang; Ying-Ming Wang; Luis Martínez

Expert Systems with Applications

A Probabilistic Linguistic Three-Way Decision Method With Regret Theory via Fuzzy c-Means Clustering Algorithm
AUTHORS: Jinxing Zhu; Xueling Ma; Luis Martínez; Jianming Zhan

IEEE Transactions on Fuzzy Systems

A Systematic Review on Food Recommender Systems for Diabetic Patients
AUTHORS: Raciel Yera; Ahmad A. Alzahrani; Luis Martínez; Rosa M. Rodríguez

International Journal of Environmental Research and Public Health

A Three-Way Decision Methodology With Regret Theory via Triangular Fuzzy Numbers in Incomplete Multiscale Decision Information Systems
AUTHORS: Jianming Zhan; Jiang Deng; Zeshui Xu; Luis Martínez

IEEE Transactions on Fuzzy Systems

An ELICIT information-based ORESTE method for failure mode and effect analysis considering risk correlation with GRA-DEMATEL
AUTHORS: Zhen Hua; Xiaochuan Jing; Luis Martínez

Information Fusion

An improvement to the interval type-2 fuzzy VIKOR method
AUTHORS: Chiranjibe Jana; Amir Mohamadghasemi; Madhumangal Pal; Luis Martinez

Knowledge-Based Systems

An interval type-2 fuzzy ORESTE method for waste-to-energy plant site selection: A case study in China

Applied Soft Computing

Assessing Spatial Synergy Between Integrated Urban Rail Transit System and Urban Form: A BULI-Based MCLSGA Model With the Wisdom of Crowds
AUTHORS: Jian-Peng Chang; Zhen-Song Chen; Zhu-Jun Wang; LeSheng Jin; Witold Pedrycz; Luis Martinez; Miroslaw J. Skibniewski

IEEE Transactions on Fuzzy Systems

Consensus Reaching Process With Multiobjective Optimization for Large-Scale Group Decision Making With Cooperative Game
AUTHORS: Peng Wu; Fengen Li; Jie Zhao; Ligang Zhou; Luis Martinez

IEEE Transactions on Fuzzy Systems

Creating synthetic datasets for collaborative filtering recommender systems using generative adversarial networks
AUTHORS: Jesús Bobadilla; Abraham Gutiérrez; Raciel Yera; Luis Martínez

Knowledge-Based Systems

Exploring the Automatic Selection of Aggregation Methods in Group Recommendation
AUTHORS: Raciel Yera; Rosa M. Rodríguez; Luis Martínez
Failure Mode and Effect Analysis Using T-Spherical Fuzzy Maximizing Deviation and Combined Comparison Solution Methods
AUTHORS: Guangquan Huang; Liming Xiao; Witold Pedrycz; Genbao Zhang; Luis Martinez

IEEE Transactions on Reliability

Fuzzy encoding and decoding approaches for 2-TCLE and their applications in multi-criteria decision making
AUTHORS: Yaya Liu; Haifeng Zhou; Rosa M. Rodríguez; Luis Martínez

Information Sciences

Handling multi-granular hesitant information: A group decision-making method based on cross-efficiency with regret theory

Expert Systems with Applications

Improving consistency based on regret theory: A multi-attribute group decision making method with linguistic distribution assessments
AUTHORS: Ying-Ming Wang; Xiang Jia; Hui-Hui Song; Luis Martínez

Expert Systems with Applications

Interval Type-2 Fuzzy Decision Analysis Framework Based on Online Textual Reviews
AUTHORS: Xiao-Hong Pan; Shi-Fan He; Diego García-Zamora; Luis Martínez
Large-scale group decision consensus under social network: A chance-constrained robust optimization-based minimum cost consensus model
AUTHORS: Yefan Han; Diego García-Zamora; Bapi Dutta; Ying Ji; Shaojian Qu; Luis Martínez

Expert Systems with Applications

Metaverse integration alternatives of connected autonomous vehicles with self-powered sensors using fuzzy decision making model
AUTHORS: Ilgin Gokasar; Dragan Pamucar; Muhammet Deveci; Brij B. Gupta; Luis Martinez; Oscar Castillo

Information Sciences

Minimum cost consensus model with altruistic preference
AUTHORS: Yingying Liang; Yanbing Ju; Yan Tu; Witold Pedrycz; Luis Martínez

Computers & Industrial Engineering

Phonendo: A Platform for Publishing Wearable Data on DLT
AUTHORS: Francisco Moya; Luis Martínez; Fco Javier Estrella
Relationship between the distance consensus and the consensus degree in comprehensive minimum cost consensus models: A polytope-based analysis
AUTHORS: Diego García-Zamora; Bapi Dutta; Sebastia Massanet; Juan Vicente Riera; Luis Martínez

European Journal of Operational Research

Reliability Analysis of Smart Home Sensor Systems Based on Probabilistic Model Checking
AUTHORS: Xia Wang; Jun Liu; Chris D. Nugent; Samuel J. Moore; Yang Xu
Revisiting the consistency improvement and consensus reaching processes of intuitionistic multiplicative preference relations
AUTHORS: Rui Wang; Zhen-Song Chen; Bin Shuai; Luis Martínez; Wen-Tao Kong; Witold Pedrycz

Engineering Applications of Artificial Intelligence

Robust Comprehensive Minimum Cost Consensus Model for Multi-Criteria Group Decision Making
AUTHORS: Yefan Han; Bapi Dutta; Diego García-Zamora; Luis Martínez
Selection of Appropriate Global Partner for Companies Using q-Rung Orthopair Fuzzy Aczel–Alsina Average Aggregation Operators
AUTHORS: Tapan Senapati; Luis Martínez; Guiyun Chen

International Journal of Fuzzy Systems

The Linguistic Concept’s Reduction Methods under Symmetric Linguistic-Evaluation Information
AUTHORS: Hui Cui; Ansheng Deng; Guanli Yue; Li Zou; Luis Martinez

Symmetry

Which Prioritization Method Is Better for Deriving Priority from Best-Worst Preferences? A Theoretical and Experimental Analysis

Lecture Notes in Operations Research

A consensual method for multi-criteria group decision-making with linguistic intuitionistic information
AUTHORS: Shu-Ping Wan; Wen-Chang Zou; Jiu-Ying Dong; Luis Martínez

Information Sciences

A fuzzy content-based group recommender system with dynamic selection of the aggregation functions
AUTHORS: Raciel Yera; Ahmad A. Alzahrani; Luis Martínez

International Journal of Approximate Reasoning

A fuzzy Einstein-based decision support system for public transportation management at times of pandemic
AUTHORS: Muhammet Deveci; Dragan Pamucar; Ilgin Gokasar; Dursun Delen; Luis Martínez

Knowledge-Based Systems

A Linguistic 2-tuple Best-Worst Method

Lecture Notes in Operations Research

A Linguistic Group Best–Worst Method for Measuring Good Governance in the Third Sector: A Spanish Case Study

International Journal of Fuzzy Systems

A multi-granular linguistic distribution-based group decision making method for renewable energy technology selection
AUTHORS: Yingying Liang; Yanbing Ju; Luis Martínez; Peiwu Dong; Aihua Wang

Applied Soft Computing

A novel interval-valued three-way decision theory under multiple criteria environment
AUTHORS: Xiao-Hong Pan; Shi-Fan He; Ying-Ming Wang; Luis Martínez

Knowledge-Based Systems

An Adaptive Consensus Model for Extended Comparative Linguistic Expressions with Symbolic Translation

Lecture Notes in Networks and Systems

An adaptive group decision making framework: Individual and local world opinion based opinion dynamics
AUTHORS: Qingxing Dong; Qi Sheng; Luis Martínez; Zhen Zhang

Information Fusion

Analysis of Ranking Consistency in Linguistic Multiple Attribute Decision Making: The Roles of Granularity and Decision Rules
AUTHORS: Sihai Zhao; Yucheng Dong; Luis Martine; Witold Pedrycz

IEEE Transactions on Fuzzy Systems

Application of Choquet Integral Operator to Aggregate ELICIT Information
AUTHORS: Wen He; Bapi Dutta; Rosa M. Rodríguez; Luis Martínez
Collaboration enhanced hybrid fuzzy decision-making approach to analyze the renewable energy investment projects
AUTHORS: Hasan Di̇nçer; Serhat Yüksel; Luis Martínez

Energy Reports

Expertise-Structure and Risk-Appetite-Integrated Two-Tiered Collective Opinion Generation Framework for Large-Scale Group Decision Making
AUTHORS: Zhen-Song Chen; Xuan Zhang; Rosa M. Rodriguez; Witold Pedrycz; Luis Martinez; Miroslaw J. Skibniewski

IEEE Transactions on Fuzzy Systems

Exploring post-hoc agnostic models for explainable cooking recipe recommendations
AUTHORS: Raciel Yera; Ahmad A. Alzahrani; Luis Martínez

Knowledge-Based Systems

Flexible-Dimensional EVR-OWA as Mean Estimator for Symmetric Distributions
AUTHORS: Juan Baz; Diego García-Zamora; Irene Díaz; Susana Montes; Luis Martínez
Fuzzy TODIM for ELICIT Information

Lecture Notes in Networks and Systems

Gaussian IT2FSs-based prospect theory method with application to the evaluation of renewable energy sources
AUTHORS: Shi-Fan He; Ying-Ming Wang; Luis Martínez

Computers & Industrial Engineering

Highly explainable cumulative belief rule-based system with effective rule-base modeling and inference scheme
AUTHORS: Long-Hao Yang; Jun Liu; Fei-Fei Ye; Ying-Ming Wang; Chris Nugent; Hui Wang; Luis Martínez

Knowledge-Based Systems

Interval Type-2 Fuzzy Envelope of Proportional Hesitant Fuzzy Linguistic Term Set: Application to Large-Scale Group Decision Making
AUTHORS: Yaya Liu; Rosa M. Rodríguez; Luis Martínez

Mathematics

Large-scale group decision-making for prioritizing engineering characteristics in quality function deployment under comparative linguistic environment
AUTHORS: Qiang Yang; Zhen-Song Chen; Catherine Y.P. Chan; Witold Pedrycz; Luis Martínez; Mirosław J. Skibniewski

Applied Soft Computing

Maintenance Devices Prioritization Decisions in Health Care Systems within Multigranular Linguistic 2-Tuple-ARAS Model
AUTHORS: Wiem Daoud BenAmor; Hela Moalla Frikha; Luis Martínez López
Measuring technological innovation efficiency using interval type-2 fuzzy super-efficiency slack-based measure approach
AUTHORS: Xiaoqing Chen; Xinwang Liu; Qun Wu; Muhammet Deveci; Luis Martínez

Engineering Applications of Artificial Intelligence

Ranking of Independent and Dependent Fuzzy Numbers and Intransitivity in Fuzzy MCDA
AUTHORS: Boris Yatsalo; Alexander Korobov; Alexander Radaev; Jindong Qin; Luis Martinez

IEEE Transactions on Fuzzy Systems

SMAA–Bicapacity–Choquet–Regret Model for Heterogeneous Linguistic MCDM With Interactive Criteria With Bipolar Scale and 2-Tuple Aspirations
AUTHORS: Qian Zhao; Yanbing Ju; Luis Martinez; Witold Pedrycz; Peiwu Dong; Aihua Wang

IEEE Transactions on Fuzzy Systems

Sustainable evaluation of energy storage technologies for wind power generation: A multistage decision support framework under multi-granular unbalanced hesitant fuzzy linguistic environment
AUTHORS: Yuanyuan Liang; Yanbing Ju; Peiwu Dong; Luis Martínez; Xiao-Jun Zeng; Ernesto D.R. Santibanez Gonzalez; Mihalis Giannakis; Jinhua Dong; Aihua Wang

Applied Soft Computing

«Consensual Group-AHPSort: Applying consensus to GAHPSort in sustainable development and industrial engineering»

"Computers & Industrial Engineering"

A Comparative Performance Analysis of Consensus Models Based on a Minimum Cost Metric

Advances in Intelligent Systems and Computing

A Micro-Extended Belief Rule-Based System for Big Data Multiclass Classification Problems
AUTHORS: Long-Hao Yang; Jun Liu; Ying-Ming Wang; Luis Martinez

IEEE Transactions on Systems, Man, and Cybernetics: Systems

An evolutionary strategic weight manipulation approach for multi-attribute decision making: TOPSIS method
AUTHORS: Bapi Dutta; Son Duy Dao; Luis Martínez; Mark Goh

International Journal of Approximate Reasoning

Consensus-Based Linguistic Distribution Large-Scale Group Decision Making Using Statistical Inference and Regret Theory
AUTHORS: Feifei Jin; Jinpei Liu; Ligang Zhou; Luis Martínez

Group Decision and Negotiation

Consistency and trust relationship-driven social network group decision-making method with probabilistic linguistic information
AUTHORS: Feifei Jin; Meng Cao; Jinpei Liu; Luis Martínez; Huayou Chen

Applied Soft Computing

Environmental Policy Making in Supply Chains under Ambiguity and Competition: A Fuzzy Stackelberg Game Approach
AUTHORS: Mina Rahimi; Ashkan Hafezalkotob; Sobhan Asian; Luis Martínez

Sustainability

From MCDA to Fuzzy MCDA: violation of basic axiom and how to fix it
AUTHORS: Boris Yatsalo; Alexander Korobov; Luis Martínez

Neural Computing and Applications

House of Quality-Based Analysis of New Service Development Using Context Free Grammar Evaluation-Enhanced Fuzzy Hybrid Modelling
AUTHORS: Hasan Dincer; Serhat Yuksel; Luis Martinez

IEEE Access

Linguistic scale consistency issues in multi-granularity decision making contexts
AUTHORS: Sihai Zhao; Yucheng Dong; Siqi Wu; Luis Martínez

Applied Soft Computing

Nonlinear preferences in group decision-making. Extreme values amplifications and extreme values reductions

International Journal of Intelligent Systems

Power‐average‐operator‐based hybrid multiattribute online product recommendation model for consumer decision‐making
AUTHORS: Zhen‐Song Chen; Lan‐Lan Yang; Rosa M. Rodríguez; Sheng‐Hua Xiong; Kwai‐Sang Chin; Luis Martínez

International Journal of Intelligent Systems

R-Sets, Comprehensive Fuzzy Sets Risk Modeling for Risk-Based Information Fusion and Decision-Making
AUTHORS: Hamidreza Seiti; Ashkan Hafezalkotob; Luis Martinez

IEEE Transactions on Fuzzy Systems

Sustainable building material selection: An integrated multi-criteria large group decision making framework
AUTHORS: Zhen-Song Chen; Lan-Lan Yang; Kwai-Sang Chin; Yi Yang; Witold Pedrycz; Jian-Peng Chang; Luis Martínez; Mirosław J. Skibniewski

Applied Soft Computing

Transparency indicators to improve accountability for non-profit organizations: A spanish case study

Technological and Economic Development of Economy

A Comparative Analysis of Incremental and Disruptive Innovation Policies in the European Banking Sector with Hybrid Interval Type-2 Fuzzy Decision-Making Models
AUTHORS: Dinçer, H.; Yüksel, S.; Martínez, L.

International Journal of Fuzzy Systems

A consensus model for extended comparative linguistic expressions with symbolic translation

Mathematics

A consensus reaching process dealing with comparative linguistic expressions for group decision making: A fuzzy approach

Journal of Intelligent and Fuzzy Systems

A Cost Consensus Metric for Consensus Reaching Processes based on a comprehensive minimum cost model

European Journal of Operational Research

A general approach to fuzzy TOPSIS based on the concept of fuzzy multicriteria acceptability analysis
AUTHORS: Yatsalo, B.; Korobov, A.; Öztayşi, B.; Kahraman, C.; Martínez, L.

Journal of Intelligent and Fuzzy Systems

A heterogeneous QUALIFLEX method with criteria interaction for multi-criteria group decision making
AUTHORS: Yingying Liang; Jindong Qin; Luis Martínez; Jun Liu

Information Sciences

A new approach for heterogeneous linguistic failure mode and effect analysis with incomplete weight information

Computers & Industrial Engineering

A new framework for health-care waste disposal alternative selection under multi-granular linguistic distribution assessment environment

Computers & Industrial Engineering

A phase change material selection using the interval-valued target-based BWM-CoCoMULTIMOORA approach: A case-study on interior building applications
AUTHORS: Abtin Ijadi Maghsoodi; Shahrzad Soudian; Luis Martínez; Enrique Herrera-Viedma; Edmundas Kazimieras Zavadskas

Applied Soft Computing

An AHPSort II based analysis of the inequality reduction within European union

Mathematics

Analytic hierarchy process-fuzzy sorting: An analytic hierarchy process–based method for fuzzy classification in sorting problems
AUTHORS: Ishizaka, A.; Tasiou, M.; Martínez, L.

Journal of the Operational Research Society

Computing with Comparative Linguistic Expressions and Symbolic Translation for Decision Making: ELICIT Information

IEEE Transactions on Fuzzy Systems

Consensus-Based Multicriteria Group Preference Analysis Model With Multigranular Linguistic Distribution Information
AUTHORS: Yingying Liang; Jindong Qin; Luis Martinez

IEEE Transactions on Fuzzy Systems

Fuzzy TODIM method based on alpha-level sets
AUTHORS: Liang Wang; Ying-Ming Wang; Luis Martínez

Expert Systems with Applications

Identifying and prioritizing factors affecting in-cabin passenger comfort on high-speed rail in China: A fuzzy-based linguistic approach
AUTHORS: Zhen-Song Chen; Xiao-Lu Liu; Rosa M. Rodríguez; Xian-Jia Wang; Kwai-Sang Chin; Kwok-Leung Tsui; Luis Martínez

Applied Soft Computing

Induced OWA Operator for Group Decision Making Dealing with Extended Comparative Linguistic Expressions with Symbolic Translation
AUTHORS: Wen He; Bapi Dutta; Rosa M. Rodríguez; Ahmad A. Alzahrani; Luis Martínez

Mathematics

Integrating interval-valued multi-granular 2-tuple linguistic BWM-CODAS approach with target-based attributes: Site selection for a construction project
AUTHORS: Ijadi Maghsoodi, A.; Rasoulipanah, H.; Martínez López, L.; Liao, H.; Zavadskas, E.K.

Computers and Industrial Engineering

Intertemporal Hesitant Fuzzy Soft Sets: Application to Group Decision Making
AUTHORS: Liu, Y.; Alcantud, J.C.R.; Rodríguez, R.M.; Qin, K.; Martínez, L.

International Journal of Fuzzy Systems

Managing Multigranular Unbalanced Hesitant Fuzzy Linguistic Information in Multiattribute Large-Scale Group Decision Making: A Linguistic Distribution-Based Approach
AUTHORS: Zhen Zhang; Wenyu Yu; Luis Martinez; Yuan Gao

IEEE Transactions on Fuzzy Systems

Natural Noise Management in Recommender Systems Using Fuzzy Tools
AUTHORS: Yera, R.; Castro, J.; Martínez, L.

Studies in Computational Intelligence

SMAA-QUALIFLEX methodology to handle multicriteria decision-making problems based on q-rung fuzzy set with hierarchical structure of criteria using bipolar Choquet integral
AUTHORS: Banerjee, D.; Dutta, B.; Guha, D.; Martínez, L.

International Journal of Intelligent Systems

A Big Data Semantic Driven Context Aware Recommendation Method for Question-Answer Items
AUTHORS: Jorge Castro; Raciel Yera Toledo; Ahmad A. Alzahrani; Pedro J. Sanchez; Manuel J. Barranco; Luis Martinez

IEEE Access

A Cohesion Measure for Improving the Weighting of Experts’ subgroups in Large-scale Group Decision Making Clustering Methods

IEEE International Conference on Fuzzy Systems

A Food Recommender System Considering Nutritional Information and User Preferences
AUTHORS: Raciel Yera Toledo; Ahmad A. Alzahrani; Luis Martinez

IEEE Access

A hybrid group decision making framework for achieving agreed solutions based on stable opinions
AUTHORS: Qingxing Dong; Xin Zhou; Luis Martínez

Information Sciences

Aggregating interrelated attributes in multi-attribute decision-making with ELICIT information based on bonferroni mean and its variants

International Journal of Computational Intelligence Systems

An enhanced ordered weighted averaging operators generation algorithm with applications for multicriteria decision making
AUTHORS: Zhen-Song Chen; Cheng Yu; Kwai-Sang Chin; Luis Martínez

Applied Mathematical Modelling

An interindividual iterative consensus model for fuzzy preference relations

International Journal of Intelligent Systems

Analysis of balanced scorecard-based SERVQUAL criteria based on hesitant decision-making approaches

Computers & Industrial Engineering

Balanced scorecard-based analysis about European energy investment policies: A hybrid hesitant fuzzy decision-making approach with Quality Function Deployment
AUTHORS: Hasan Dinçer; Serhat Yüksel; Luis Martínez

Expert Systems with Applications

Cloud computing model selection for e-commerce enterprises using a new 2-tuple fuzzy linguistic decision-making method
AUTHORS: Osama Sohaib; Mohsen Naderpour; Walayat Hussain; Luis Martinez

Computers & Industrial Engineering

Consensus Building With Individual Consistency Control in Group Decision Making
AUTHORS: Cong-Cong Li; Rosa M. Rodriguez; Luis Martinez; Yucheng Dong; Francisco Herrera

IEEE Transactions on Fuzzy Systems

Exploring fuzzy rating regularities for managing natural noise in collaborative recommendation
AUTHORS: Yera, R.; Barranco, M.J.; Alzahrani, A.A.; Martínez, L.

International Journal of Computational Intelligence Systems

Hesitant linguistic expression soft sets: Application to group decision making

Computers & Industrial Engineering

Interval type 2-based hybrid fuzzy evaluation of financial services in E7 economies with DEMATEL-ANP and MOORA methods
AUTHORS: Hasan Dinçer; Serhat Yüksel; Luis Martínez

Applied Soft Computing

New activation weight calculation and parameter optimization for extended belief rule-based system based on sensitivity analysis
AUTHORS: Yang, L.-H.; Liu, J.; Wang, Y.-M.; Martínez, L.

Knowledge and Information Systems

Paradigm Shift Toward Aggregation Strategies in Proportional Hesitant Fuzzy Multi-Criteria Group Decision Making Models of Advanced Practice for Selecting Electric Vehicle Battery Supplier
AUTHORS: Jian-Peng Chang; Zhen-Song Chen; Xiao-Lu Liu; Wen-Tao Kong; Sheng-Hua Xiong; Luis Martinez

IEEE Access

R-numbers, a new risk modeling associated with fuzzy numbers and its application to decision making
AUTHORS: Hamidreza Seiti; Ashkan Hafezalkotob; Luis Martínez

Information Sciences

Regularizing Knowledge Transfer in Recommendation With Tag-Inferred Correlation
AUTHORS: Peng Hao; Guangquan Zhang; Luis Martinez; Jie Lu

IEEE Transactions on Cybernetics

Sustainable building material selection: A QFD- and ELECTRE III-embedded hybrid MCGDM approach with consensus building
AUTHORS: Chen, Z.-S.; Martínez, L.; Chang, J.-P.; Wang, X.-J.; Xionge, S.-H.; Chin, K.-S.

Engineering Applications of Artificial Intelligence

Sustainable Change Management through Employee Readiness: Decision Support System Adoption in Technology-Intensive British E-Businesses
AUTHORS: Fawad Ahmed; Yuan Jian Qin; Luis Martinez

Sustainability

Sustainable supplier selection based on AHPSort II in interval type-2 fuzzy environment
AUTHORS: Zhou Xu; Jindong Qin; Jun Liu; Luis Martínez

Information Sciences

The Strategy Evolution in Double Auction Based on the Experience-Weighted Attraction Learning Model

IEEE Access

Type-2 Fuzzy Envelope of Hesitant Fuzzy Linguistic Term Set: A New Representation Model of Comparative Linguistic Expression
AUTHORS: Yaya Liu; Rosa M. Rodriguez; Hani Hagras; Hongbin Liu; Keyun Qin; Luis Martinez

IEEE Transactions on Fuzzy Systems

A dynamic multi-criteria decision making model with bipolar linguistic term sets

EXPERT SYSTEMS WITH APPLICATIONS

A dynamic multi-criteria decision making model with bipolar linguistic term sets
AUTHORS: Liu, H.; Jiang, L.; Martínez, L.

Expert Systems with Applications

A fuzzy approach for natural noise management in group recommender systems

EXPERT SYSTEMS WITH APPLICATIONS

A fuzzy approach for natural noise management in group recommender systems
AUTHORS: Castro, J.; Yera, R.; Martínez, L.

Expert Systems with Applications

A group decision making tool for assessing climate policy risks against multiple criteria
AUTHORS: Alexandros Nikas; Haris Doukas; Luis Martínez López

Heliyon

A joint optimization method on parameter and structure for belief-rule-based systems

KNOWLEDGE-BASED SYSTEMS

A joint optimization method on parameter and structure for belief-rule-based systems
AUTHORS: Yang, L.-H.; Wang, Y.-M.; Liu, J.; Martínez, L.

Knowledge-Based Systems

A large scale consensus reaching process managing group hesitation

Knowledge-Based Systems

A linguistic 2-tuple based environmental impact assessment for maritime port projects: Application to moa port
AUTHORS: Zulueta, Y.; Rodríguez, R.M.; Martínez, L.

Studies in Fuzziness and Soft Computing

A Recommender System for Programming Online Judges Using Fuzzy Information Modeling

Informatics

Analyzing the performance of classical consensus models in large scale group decision making: A comparative study

Applied Soft Computing

Consensus decision models for preferential voting with abstentions

Computers & Industrial Engineering

Consistency of hesitant fuzzy linguistic preference relations: An interval consistency index

Information Sciences

Customizing Semantics for Individuals With Attitudinal HFLTS Possibility Distributions

IEEE Transactions on Fuzzy Systems

Exploring Consistency for Hesitant Preference Relations in Decision Making: Discussing Concepts, Meaning and Taxonomy

JOURNAL OF MULTIPLE-VALUED LOGIC AND SOFT COMPUTING

Extended belief-rule-based system with new activation rule determination and weight calculation for classification problems

Applied Soft Computing

Fuzzy Rank Acceptability Analysis: A Confidence Measure of Ranking Fuzzy Numbers

IEEE Transactions on Fuzzy Systems

Group Recommendations Based on Hesitant Fuzzy Sets

International Journal of Intelligent Systems

Hesitant fuzzy information for information fusion in decision making

Information Fusion

Improving decision making approaches based on fuzzy soft sets and rough soft sets

Applied Soft Computing

Individual Semantics Building for HFLTS Possibility Distribution With Applications in Domain-Specific Collaborative Decision Making

IEEE Access

Intelligent multi-dose medication controller for fever: From wearable devices to remote dispensers

Computers & Electrical Engineering

Managing Interacting Criteria: Application to Environmental Evaluation Practices

Axioms

Opinion Dynamics-Based Group Recommender Systems
AUTHORS: Jorge Castro; Jie Lu; Guangquan Zhang; Yucheng Dong; Luis Martinez

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Personalized individual semantics based on consistency in hesitant linguistic group decision making with comparative linguistic expressions

Knowledge-Based Systems

The experience of developing the UJAmI Smart Lab
AUTHORS: Espinilla, M.; Martinez, L.; Medina, J.; Nugent, C.

IEEE Access

The Experience of Developing the UJAml Smart Lab

IEEE ACCESS

Two-stage aggregation paradigm for HFLTS possibility distributions: A hierarchical clustering perspective
AUTHORS: Zhen-Song Chen; Luis Martínez; Kwai-Sang Chin; Kwok-Leung Tsui

Expert Systems with Applications

Uncertainty Measures of Extended Hesitant Fuzzy Linguistic Term Sets

IEEE Transactions on Fuzzy Systems

A Comparative Study of Some Soft Rough Sets

Symmetry

A consistency-driven approach to set personalized numerical scales for hesitant fuzzy linguistic preference relations
AUTHORS: Li, C.-C.; Rodríguez, R.M.; Herrera, F.; Martinez, L.; Dong, Y.

IEEE International Conference on Fuzzy Systems

A group decision method based on prospect theory for emergency situations

Information Sciences

A hesitant fuzzy linguistic model for emergency decision making based on fuzzy TODIM method
AUTHORS: Wang, L.; Wang, Y.-M.; Rodríguez, R.M.; Martínez, L.

IEEE International Conference on Fuzzy Systems

A Hesitant Heterogeneous Approach for Environmental Impact Significance Assessment

JOURNAL OF ENVIRONMENTAL INFORMATICS

A hesitant heterogeneous approach for environmental impact significance assessment
AUTHORS: Zulueta, Y.; Rodríguez, R.M.; Bello, R.; Martínez, L.

Journal of Environmental Informatics

A recommendation approach for programming online judges supported by data preprocessing techniques

APPLIED INTELLIGENCE

A recommendation approach for programming online judges supported by data preprocessing techniques
AUTHORS: Yera, R.; Martínez, L.

Applied Intelligence

AFRYCA 2.0: an improved analysis framework for consensus reaching processes

Progress in Artificial Intelligence

An empirical study of natural noise management in group recommendation systems
AUTHORS: Jorge Castro; Raciel Yera; Luis Martínez

Decision Support Systems

Can classical consensus models deal with large scale group decision making?

Proceedings of the 2017 12th International Conference on Intelligent Systems and Knowledge Engineering, ISKE 2017

Dealing with diversity and novelty in group recommendations using Hesitant fuzzy sets
AUTHORS: Castro, J.; Barranco, M.J.; Rodríguez, R.M.; Martínez, L.

IEEE International Conference on Fuzzy Systems

Fuzzy multi-criteria acceptability analysis: A new approach to multi-criteria decision analysis under fuzzy environment

EXPERT SYSTEMS WITH APPLICATIONS

Fuzzy Multi-Criteria Acceptability Analysis: A new Approach to Multi-Criteria Decision Analysis under Fuzzy Environment

Expert Systems with Applications

Fuzzy Tools in Recommender Systems: A Survey

INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS

Managing consensus based on leadership in opinion dynamics

INFORMATION SCIENCES

Managing consensus based on leadership in opinion dynamics
AUTHORS: Dong, Y.; Ding, Z.; Martínez, L.; Herrera, F.

Information Sciences

Managing Multigranular Linguistic Distribution Assessments in Large-Scale Multiattribute Group Decision Making
AUTHORS: Zhen Zhang; Chonghui Guo; Luis Martinez

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Managing non-homogeneous information and experts’ psychological behavior in group emergency decision making

Symmetry

Optimizing the configuration of an heterogeneous architecture of sensors for activity recognition, using the extended belief rule-based inference methodology

Microprocessors and Microsystems

Personalized individual semantics in computing with words for supporting linguistic group decision making. An application on consensus reaching

Information Fusion

Selecting firms in University technoparks: A hesitant linguistic fuzzy TOPSIS model for heterogeneous contexts

JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

Selecting firms in University technoparks: A hesitant linguistic fuzzy TOPSIS model for heterogeneous contexts
AUTHORS: Estrella, F.J.; Onar, S.C.; Rodríguez, R.M.; Oztaysi, B.; Martínez, L.; Kahraman, C.

Journal of Intelligent and Fuzzy Systems

Subscribing to fuzzy temporal aggregation of heterogeneous sensor streams in real-time distributed environments

INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS

Subscribing to fuzzy temporal aggregation of heterogeneous sensor streams in real-time distributed environments
AUTHORS: Medina, J.; Martínez, L.; Espinilla, M.

International Journal of Communication Systems

A consensus model for group decision making with hesitant fuzzy linguistic information
AUTHORS: Rodriguez, R.M.; Martinez, L.

Proceedings - The 2015 10th International Conference on Intelligent Systems and Knowledge Engineering, ISKE 2015

A fuzzy model for managing natural noise in recommender systems

APPLIED SOFT COMPUTING

A fuzzy model for managing natural noise in recommender systems
AUTHORS: Yera, R.; Castro, J.; Martínez, L.

Applied Soft Computing Journal

A Humble Tribute to 50 Years of Fuzzy Sets
AUTHORS: Martínez, L.; Lu, J.

International Journal of Computational Intelligence Systems

A Humble Tribute to 50 Years of Fuzzy Sets Preface

INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS

A linguistic fusion approach for heterogeneous Environmental Impact Significance Assessment
AUTHORS: Yeleny Zulueta; David Rodríguez; Rafael Bello; Luis Martínez

Applied Mathematical Modelling

A novel approach to ranking fuzzy numbers based on fuzzy acceptability analysis
AUTHORS: Yatsalo, B.; Martinez, L.

Uncertainty Modelling in Knowledge Engineering and Decision Making - Proceedings of the 12th International FLINS Conference, FLINS 2016

A position and perspective analysis of hesitant fuzzy sets on information fusion in decision making. Towards high quality progress

INFORMATION FUSION

A position and perspective analysis of hesitant fuzzy sets on information fusion in decision making. Towards high quality progress
AUTHORS: Rodríguez, R.M.; Bedregal, B.; Bustince, H.; Dong, Y.C.; Farhadinia, B.; Kahraman, C.; Martínez, L.; Torra, V.; Xu, Y.J.; Xu, Z.S.; Herrera, F.

Information Fusion

A review of hesitant fuzzy sets: Quantitative and qualitative extensions
AUTHORS: Rodríguez, R.M.; Martínez, L.; Herrera, F.; Torra, V.

Studies in Fuzziness and Soft Computing

Activity recognition using dynamic instance activation
AUTHORS: Calzada, A.; Nugent, C.; Espinilla, M.; Synnott, J.; Martinez, L.

Ubiquitous Computing and Ambient Intelligence, Ucami 2016, Pt Ii

An approach for natural noise management in recommender systems using fuzzy logic
AUTHORS: Yera, R.; Castro, J.; Martínez, L.

Uncertainty Modelling in Knowledge Engineering and Decision Making - Proceedings of the 12th International FLINS Conference, FLINS 2016

An optimization-based approach to estimate the range of consistency in hesitant fuzzy linguistic preference relations
AUTHORS: Li, C.-C.; Dong, Y.; Herrera, F.; Martínez, L.

2016 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2016

An Overview on Fuzzy Modelling of Complex Linguistic Preferences in Decision Making

INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS

An Overview on Fuzzy Modelling of Complex Linguistic Preferences in Decision Making

International Journal of Computational Intelligence Systems

Consistency of hesitant fuzzy preference relations
AUTHORS: Rodríguez, R.M.; Herrera, F.; Xu, Y.; Martínez, L.

Uncertainty Modelling in Knowledge Engineering and Decision Making - Proceedings of the 12th International FLINS Conference, FLINS 2016

Foreword
AUTHORS: Zeng, X.; Lu, J.; Kerre, E.E.; Martinez, L.; Koehl, L.

Uncertainty Modelling in Knowledge Engineering and Decision Making - Proceedings of the 12th International FLINS Conference, FLINS 2016

New trends of information fusion in decision making
AUTHORS: J. Liu; R.M. Rodríguez; L. Martínez

Information Fusion

Recognition of activities in resource constrained environments; reducing the computational complexity

Ubiquitous Computing and Ambient Intelligence, Ucami 2016, Pt Ii

A consensus-driven group recommender system
AUTHORS: Castro, J.; Quesada, F.J.; Palomares, I.; Martínez, L.

International Journal of Intelligent Systems

A Consensus-Driven Group Recommender System

INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

A linguistic 2-tuple multicriteria decision making model dealing with hesitant linguistic information
AUTHORS: Rodriguez, R.M.; Martinez, L.; Herrera, F.

IEEE International Conference on Fuzzy Systems

Application of a Spatial Intelligent Decision System on Self-Rated Health Status Estimation

Journal of Medical Systems

Computational Intelligence Applications for Data Science

KNOWLEDGE-BASED SYSTEMS

Computational Intelligence Applications for Data Science
AUTHORS: De Moraes, R.M.; Martínez, L.

Knowledge-Based Systems

Correcting noisy ratings in collaborative recommender systems

KNOWLEDGE-BASED SYSTEMS

Correcting noisy ratings in collaborative recommender systems
AUTHORS: Toledo, R.Y.; Mota, Y.C.; Martínez, L.

Knowledge-Based Systems

Managing experts behavior in large-scale consensus reaching processes with uninorm aggregation operators

APPLIED SOFT COMPUTING

Managing experts behavior in large-scale consensus reaching processes with uninorm aggregation operators
AUTHORS: Quesada, F.J.; Palomares, I.; Martínez, L.

Applied Soft Computing Journal

Preface: Intelligent Techniques for Data Science

INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

A Consensus Model to Detect and Manage Noncooperative Behaviors in Large-Scale Group Decision Making

IEEE TRANSACTIONS ON FUZZY SYSTEMS

A consensus model to detect and manage noncooperative behaviors in large-scale group decision making
AUTHORS: Palomares, I.; Martínez, L.; Herrera, F.

IEEE Transactions on Fuzzy Systems

A DISCRETE TIME VARIABLE INDEX FOR SUPPORTING DYNAMIC MULTI-CRITERIA DECISION MAKING

INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS

A discrete time variable index for supporting dynamic multi-criteria decision making
AUTHORS: Zulueta, Y.; Martínez-Moreno, J.; Pérez, R.B.; Martínez, L.

International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems

A fuzzy linguistic decision tools enhancement suite to solve linguistic decision making problems
AUTHORS: Estrella, F.J.; Espinilla, M.; Martínez, L.

Decision Making and Soft Computing - Proceedings of the 11th International FLINS Conference, FLINS 2014

A Semisupervised Multiagent System Model to Support Consensus-Reaching Processes

IEEE TRANSACTIONS ON FUZZY SYSTEMS

A semisupervised multiagent system model to support consensus-reaching processes
AUTHORS: Palomares, I.; Martínez, L.

IEEE Transactions on Fuzzy Systems

An approach based on computing with words to manage experts behavior in consensus reaching processes with large groups
AUTHORS: Palomares, I.; Quesada, F.J.; Martinez, L.

IEEE International Conference on Fuzzy Systems

An axiomatic approach to maintaining the consistency of a hypermedia information system based on the SEM-HP model

LOGIC JOURNAL OF THE IGPL

An axiomatic approach to maintaining the consistency of a hypermedia information system based on the SEM-HP model
AUTHORS: Garcia-Cabrera, Lina; Medina-Medina, Nuria; Sanchez, Pedro J.; Martinez, Luis

Logic Journal of the Igpl

Challenges of computing with words in decision making
AUTHORS: Martínez, L.; Herrera, F.

Information Sciences

Challenges of computing with words in decision making Preface

INFORMATION SCIENCES

Consensus under a fuzzy context: Taxonomy, analysis framework AFRYCA and experimental case of study

INFORMATION FUSION

Consensus under a fuzzy context: Taxonomy, analysis framework AFRYCA and experimental case of study
AUTHORS: Palomares, I.; Estrella, F.J.; Martínez, L.; Herrera, F.

Information Fusion

FLINTSTONES: A fuzzy linguistic decision tools enhancement suite based on the 2-tuple linguistic model and extensions

INFORMATION SCIENCES

FLINTSTONES: A fuzzy linguistic decision tools enhancement suite based on the 2-tuple linguistic model and extensions
AUTHORS: Estrella, F.J.; Espinilla, M.; Herrera, F.; Martínez, L.

Information Sciences

Fuzzy Linguistic Olive Oil Sensory Evaluation Model based on Unbalanced Linguistic Scales

JOURNAL OF MULTIPLE-VALUED LOGIC AND SOFT COMPUTING

Hesitant Fuzzy Sets: An Emerging Tool in Decision Making

INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

Hesitant fuzzy sets: An emerging tool in decision making
AUTHORS: Herrera, F.; Martínez, L.; Torra, V.; Xu, Z.

International Journal of Intelligent Systems

Hesitant Fuzzy Sets: State of the Art and Future Directions

INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

Hesitant fuzzy sets: State of the art and future directions
AUTHORS: Rodríguez, R.M.; Martínez, L.; Torra, V.; Xu, Z.S.; Herrera, F.

International Journal of Intelligent Systems

Improving group recommendation with outlier data filtering
AUTHORS: Castro, J.; Barranco, M.J.; Martínez, L.

Decision Making and Soft Computing - Proceedings of the 11th International FLINS Conference, FLINS 2014

Low-dimensional visualization of experts’ preferences in urgent group decision making under uncertainty
AUTHORS: Palomares, I.; Martínez, L.

Procedia Computer Science

MENTOR: A graphical monitoring tool of preferences evolution in large-scale group decision making

KNOWLEDGE-BASED SYSTEMS

MENTOR: A graphical monitoring tool of preferences evolution in large-scale group decision making
AUTHORS: Palomares, I.; Martínez, L.; Herrera, F.

Knowledge-Based Systems

On the use of Hesitant Fuzzy Linguistic Term Set in FLINTSTONES
AUTHORS: Estrella, F.J.; Rodríguez, R.M.; Espiniila, M.; Martínez, L.

IEEE International Conference on Fuzzy Systems

Sensor-based activity recognition using extended belief rule-based inference methodology
AUTHORS: Calzada, A.; Liu, J.; Nugent, C.D.; Wang, H.; Martinez, L.

2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014

A 360-degree performance appraisal model dealing with heterogeneous information and dependent criteria

INFORMATION SCIENCES

A 360-degree performance appraisal model dealing with heterogeneous information and dependent criteria
AUTHORS: Espinilla, M.; De Andrés, R.; Martínez, F.J.; Martínez, L.

Information Sciences

A fuzzy linguistic algorithm for adaptive test in Intelligent Tutoring System based on competences

EXPERT SYSTEMS WITH APPLICATIONS

A fuzzy linguistic algorithm for adaptive test in Intelligent Tutoring System based on competences
AUTHORS: Badaracco, M.; Martínez, L.

Expert Systems with Applications

A group decision making model dealing with comparative linguistic expressions based on hesitant fuzzy linguistic term sets

INFORMATION SCIENCES

A group decision making model dealing with comparative linguistic expressions based on hesitant fuzzy linguistic term sets
AUTHORS: Herrera, F.; Martinez, L.; Rodriguez, R. M.

Information Sciences

A heterogeneous approach for environmental impact significance assessment based on fuzzy linguistic models
AUTHORS: Zulueta, Y.; Martinez, L.

Proceedings - International Conference on Machine Learning and Cybernetics

A novel belief rule base representation, generation and its inference methodology

KNOWLEDGE-BASED SYSTEMS

A novel belief rule base representation, generation and its inference methodology
AUTHORS: Liu, J.; Martinez, L.; Calzada, A.; Wang, H.

Knowledge-Based Systems

An analysis of symbolic linguistic computing models in decision making

INTERNATIONAL JOURNAL OF GENERAL SYSTEMS

An analysis of symbolic linguistic computing models in decision making
AUTHORS: Rodríguez, R.M.; Martínez, L.

International Journal of General Systems

An attitude-driven web consensus support system for heterogeneous group decision making

EXPERT SYSTEMS WITH APPLICATIONS

An attitude-driven web consensus support system for heterogeneous group decision making
AUTHORS: Palomares, I.; Rodríguez, R.M.; Martínez, L.

Expert Systems with Applications

Eliciting comparative linguistic expressions in group decision making
AUTHORS: Rodríguez, R.M.; Martínez, L.; Herrera, F.

Proceedings of the 2013 Joint IFSA World Congress and NAFIPS Annual Meeting, IFSA/NAFIPS 2013