Francisco Chiclana Parrilla

Highly Cited Researcher

Highly Cited Researcher at years 2018, 2019 and 2020

Nació en Rus (Jaén) en 1966. Es catedrático de Computación Inteligente y Toma de Decisiones desde 2012 e imparte clases en la Facultad de Informática, Ingeniería y Medios de la Universidad De Montfort en Leicester, Reino Unido desde 2003 (Agosto). Anteriormente fue profesor de Matemáticas con plaza (funcionario de servicio) en Educación Secundaria durante 13 años (de Septiembre 1990—Julio 2003), y por un corto periodo de tiempo fue profesor temporal en el Departamento de Álgebra de  la Universidad de Granada (Enero—Marzo 1990).

En 1984 comencé  mis estudios de Matemáticas en la Universidad de Granada, donde me licencie con  grado en 1989, año que también obtuve el Certificado de Aptitud Pedagógica por la misma Universidad. En Septiembre de 2005 obtuve el correspondiente Certificado de Aptitud Pedagógica para profesores nuevos en Educación Universitaria  en la Universidad De Montfort. El curso académico 1989-1990 fui seleccionado por la Junta de Andalucía para una de las Becas de Formación de Personal Investigador en el Departamento de Estadística e Investigación Operativa de la Universidad de Granada.  En Julio de 1990 aprobé las oposiciones nacionales para personal funcionario de profesores de matemáticas de Bachillerato. Más tarde, en 1996 me matriculé en el curso de doctorado del Departamento de Ciencias de la Computación e Inteligencia Artificial donde me gradué como Doctor en Matemáticas (Cum laude) el 24 de Marzo de 2000 con la tesis “Integración de Modelos de Representación de Preferencias en Problemas de Decisión con Múltiples Expertos”. Posteriormente, el 27 de Noviembre de 2002, la Universidad de Granada me concedió el Premio Extraordinario de Tesis Doctoral en Matemáticas en el año académico 1999/2000.

Mi investigación se centra principalmente en el modelado de preferencias y en el desarrollo de modelos de computación inteligente para la toma de decisiones, aunque también ha trabajado en el desarrollo y estudio de sistemas de recomendaciones, lógica difusa, la computación con palabras, el análisis de datos en redes sociales, así como análisis de sentimientos y análisis de datos relacionados con marketing.  Mi producción científica hasta la fecha (Diciembre 2018) se resume en 240 publicaciones, de las que 127 son publicaciones de revistas. Hasta la fecha ha dirigido 11 tesis doctorales. He estado asociado a un buen número de revistas internacionales ISI como Editor Asociado o miembro del Comité Editorial, y recientemente (Octubre 2018) soy junto al Profesor Dr Enrique Herrera Viedma Editor Jefe de la sección “Fuzzy Systems” de la revista “Frontiers in Artificial Intelligence”. En 2018, Clarivate Analytics me identifico como Investigador Científico Altamente Citado en Ciencias de la Computación; siendo de esta forma 1 de los 8 investigadores más influyentes en este área en Reino Unido.

Publicaciones

A novel consensus feedback mechanism for multi-agents based on cooperation willingness in group decision making

Expert Systems with Applications

Brain compensation mechanisms of large language models in clinical decision-making in acupuncture: A fusion study using fNIRS and eye-tracking

Expert Systems with Applications

Contribution of the ratio scale of expert judgments in the analytic hierarchy process

Expert Systems with Applications

Interpretable train-level entry flow prediction using GMM-based features and ensemble learning

Applied Soft Computing

Knowledge graph clustering and dual strategies for adaptive mechanism in large-scale group decision making

Information Fusion

Social network-based overlapping community clustering and feedback mechanism for large-scale group decision making

European Journal of Operational Research

Three-way decision-based consensus feedback mechanism considering conflict level and social network for large-scale group decision-making

Information Fusion

Utilizing hierarchical efficacy regions of the human brain for treatment prediction through information fusion

Information Fusion

A GRA-based heterogeneous multi-attribute group decision-making method with attribute interactions
AUTHORS: Yu Feng; Yaoguo Dang; Junjie Wang; Junliang Du; Francisco Chiclana

Computers & Industrial Engineering

A novel bi-objective R-mathematical programming method for risk group decision making
AUTHORS: Guolin Tang; Runqing Fu; Hamidreza Seiti; Francisco Chiclana; Peide Liu

Information Fusion

A novel graph model for resolving power-asymmetric conflicts: Application in hierarchical diagnosis and treatment systems

Information Fusion

A Personality Traits-Driven Conflict Quadrant Diagram by Large Language Models for Personalized Feedback in Group Decision-Making

IEEE Transactions on Systems, Man, and Cybernetics: Systems

A self-esteem driven feedback mechanism with diverse power structures to prevent strategic manipulation in social network group decision making
AUTHORS: Qi Sun; Xiang Zhang; Francisco Chiclana; Feixia Ji; Qingqi Long; Jian Wu

Information Sciences

A Transformation Method of Noncooperative to Cooperative Behavior by Trust Propagation in Social Network Group Decision Making

IEEE Transactions on Fuzzy Systems

A Trust Incentive Driven Feedback Mechanism With Risk Attitude for Group Consensus in Social Networks

IEEE Transactions on Systems, Man, and Cybernetics: Systems

An inter-subgroup compensation mechanism by Nash bargaining game for managing non-cooperative behavior in group decision making

Computers & Industrial Engineering

Asymmetric Nash Bargaining Compensation Mechanism With Individual Limited Budgets for Minimum Cost Consensus in Social Network

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Divide and conquer? A combination of judgments method for comparing DSSs. Pairwise comparison vs. holistic paradigms
AUTHORS: Carlos Sáenz-Royo; Francisco Chiclana

Information Fusion

Enhancing train travel time prediction for China–Europe railway express: A transfer learning-based fusion technique
AUTHORS: Jingwei Guo; Jiayi Guo; Lin Fang; Zhen-Song Chen; Francisco Chiclana

Information Fusion

Integrating Citation Heterogeneity to Measure the Quality of Academic Journals

International Journal of Information Technology & Decision Making

Integrating Personalized Individual Semantics and Consistency Control to Support Consensus Reaching in 2-Rank Group Decision Making

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Personalized trust incentive mechanisms with personality characteristics for minimum cost consensus in group decision making
AUTHORS: Yumei Xing; Jian Wu; Francisco Chiclana; Sha Wang; Zhaoguang Zhu

Information Fusion

Reliability-driven large group consensus decision-making method with hesitant fuzzy linguistic information for the selection of hydrogen storage technology
AUTHORS: Peng Wang; Xin Dong; Junhong Chen; Xiaoming Wu; Francisco Chiclana

Information Sciences

Restructuring of Sections of Mathematics (ISSN 2227-7390)
AUTHORS: Francisco Chiclana

Mathematics

Supporting group cruise decisions with online collective wisdom: An integrated approach combining review helpfulness analysis and consensus in social networks
AUTHORS: Feixia Ji; Jian Wu; Francisco Chiclana; Qi Sun; Changyong Liang; Enrique Herrera-Viedma

Information Processing & Management

The value of expert judgments in decision support systems
AUTHORS: Carlos Sáenz-Royo; Francisco Chiclana

Applied Soft Computing

Trust driven group decision making: Research progress and prospects from the perspective of consensus

Computers & Industrial Engineering

Wind of change for agent decisions and innovation diffusion: The ASPID predictive model for technology adoption

Socio-Economic Planning Sciences

A bilateral negotiation mechanism by dynamic harmony threshold for group consensus decision making
AUTHORS: Mingshuo Cao; Francisco Chiclana; Yujia Liu; Jian Wu; Enrique Herrera-Viedma

Engineering Applications of Artificial Intelligence

A Confidence and Conflict-Based Consensus Reaching Process for Large-Scale Group Decision-Making Problems With Intuitionistic Fuzzy Representations
AUTHORS: Ru-Xi Ding; Bing Yang; Guo-Rui Yang; Meng-Nan Li; Xueqing Wang; Francisco Chiclana

IEEE Transactions on Fuzzy Systems

A minimum cost-maximum consensus jointly driven feedback mechanism under harmonious structure in social network group decision making
AUTHORS: Sha Wang; Francisco Chiclana; JiaLi Chang; Yumei Xing; Jian Wu

Expert Systems with Applications

A picture fuzzy set multi criteria decision-making approach to customize hospital recommendations based on patient feedback
AUTHORS: Bani-Doumi, Mohammad; Serrano-Guerrero, Jesus; Chiclana, Francisco; Romero, Francisco P.; Olivas, Jose A.

Applied Soft Computing

A reputation-based trust evaluation model in group decision-making framework
AUTHORS: You, Xinli; Hou, Fujun; Chiclana, Francisco

Information Fusion

A tolerance index based non-cooperative behaviour managing method with minimum cost in social network group decision making
AUTHORS: Qi Sun; Jian Wu; Francisco Chiclana; Feixia Ji

Expert Systems with Applications

An Incentive Mechanism-Based Minimum Adjustment Consensus Model Under Dynamic Trust Relationship
AUTHORS: Yumei Xing; Jian Wu; Francisco Chiclana; Changyong Liang; Ronald R. Yager

IEEE Transactions on Cybernetics

An integrated decision framework for evaluating and recommending health care services
AUTHORS: Alshouha, B.; Serrano-Guerrero, J.; Chiclana, F.; Romero, F.P.; Olivas, J.A.

Applied Intelligence

BioEmoDetector: A flexible platform for detecting emotions from health narratives
AUTHORS: Alshouha, B.; Serrano-Guerrero, J.; Chiclana, F.; Romero, F.P.; Olivas, J.A.

SoftwareX

Combining machine learning algorithms for personality trait prediction
AUTHORS: Jesus Serrano-Guerrero; Bashar Alshouha; Mohammad Bani-Doumi; Francisco Chiclana; Francisco P. Romero; Jose A. Olivas

Egyptian Informatics Journal

Decayed Trust Propagation Method in Multiple Overlapping Communities for Improving Consensus Under Social Network Group Decision Making

IEEE Transactions on Fuzzy Systems

Dynamic Compromise Behavior Driven Bidirectional Feedback Mechanism for Group Consensus With Overlapping Communities in Social Network
AUTHORS: Tiantian Gai; Jian Wu; Francisco Chiclana; Mingshuo Cao; Ronald R. Yager

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Evolution of Credit Scores of Enterprises in a Social Network: A Perspective Based on Opinion Dynamics

IEEE Transactions on Computational Social Systems

Global feedback mechanism by explicit and implicit power for group consensus in social network
AUTHORS: Wang, S.; Wu, J.; Chiclana, F.; Ji, F.; Fujita, H.

Information Fusion

Graph Model for Conflict Resolution With Internal Consensus Reaching and External Game

IEEE Transactions on Systems, Man, and Cybernetics: Systems

How satisfied are patients with nursing care and why? A comprehensive study based on social media and opinion mining
AUTHORS: Jesus Serrano-Guerrero; Mohammad Bani-Doumi; Francisco Chiclana; Francisco P. Romero; Jose A. Olivas

Informatics for Health and Social Care

Interactive dynamic trust network for consensus reaching in social network analysis based large-scale decision making
AUTHORS: Sijia Guo; Ru-Xi Ding; Meng-Nan Li; Zijian Shi; Xueqing Wang; Francisco Chiclana

Expert Systems with Applications

Managing heterogeneous preferences and multiple consensus behaviors with self-confidence in large-scale group decision making
AUTHORS: Wenqi Liu; Yuzhu Wu; Xin Chen; Francisco Chiclana

Information Fusion

Minimum Cost Consensus-Based Social Network Group Decision Making With Altruism-Fairness Preferences and Ordered Trust Propagation
AUTHORS: Yu Feng; Yaoguo Dang; Junjie Wang; Junliang Du; Francisco Chiclana

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Ordering vs. AHP. Does the intensity used in the decision support techniques compensate?
AUTHORS: Carlos Sáenz-Royo; Francisco Chiclana; Enrique Herrera-Viedma

Expert Systems with Applications

Personality trait detection via transfer learning
AUTHORS: Alshouha, B.; Guerrero, J.S.; Chiclana, F.; Romero, F.P.; Olivas, J.A.

Computers, Materials and Continua

Profiling Social Sentiment in Times of Health Emergencies with Information from Social Networks and Official Statistics
AUTHORS: Jorge-Eusebio Velasco-López; Ramón-Alberto Carrasco; Jesús Serrano-Guerrero; Francisco Chiclana

Mathematics

Supporting Consensus Reaching on Prioritizing Failure Modes in Reliability Management: The Role of Social-Trust-Driven Rating Modifications Willingness
AUTHORS: Hengjie Zhang; Wenwen Zhang; Fang Wang; Xia Chen; Yucheng Dong; Francisco Chiclana

IEEE Transactions on Fuzzy Systems

A bargaining game based feedback mechanism to support consensus in dynamic social network group decision making
AUTHORS: Xing, Y.; Wu, J.; Chiclana, F.; Yu, G.; Cao, M.; Herrera-Viedma, E.

Information Fusion

A Framework of Directed Network Based Influence-Trust Fuzzy Group Decision Making
AUTHORS: Nor Hanimah Kamis; Adem Kilicman; Norhidayah A Kadir; Francisco Chiclana
A Graph Model With Minimum Cost to Support Conflict Resolution and Mediation in Technology Transfer of New Product Co-Development
AUTHORS: Hengjie Zhang; Yucheng Dong; Francisco Chiclana

IEEE Transactions on Systems, Man, and Cybernetics: Systems

A Local Adjustment Method to Improve Multiplicative Consistency of Fuzzy Reciprocal Preference Relations

IEEE Transactions on Systems, Man, and Cybernetics: Systems

A mathematical programming method based on prospect theory for online physician selection under an R-set environment
AUTHORS: Tang, G.; Zhang, X.; Zhu, B.; Seiti, H.; Chiclana, F.; Liu, P.

Information Fusion

A Minimum Cost Consensus-Based Failure Mode and Effect Analysis Framework Considering Experts’ Limited Compromise and Tolerance Behaviors

IEEE Transactions on Cybernetics

A multi-objective q-rung orthopair fuzzy programming approach to heterogeneous group decision making
AUTHORS: Guolin Tang; Xiaowei Gu; Francisco Chiclana; Peide Liu; Kedong Yin

Information Sciences

A Trust Risk Dynamic Management Mechanism Based on Third-Party Monitoring for the Conflict-Eliminating Process of Social Network Group Decision Making
AUTHORS: Mengqi Li; Yejun Xu; Xia Liu; Francisco Chiclana; Francisco Herrera

IEEE Transactions on Cybernetics

An approach to prevent weight manipulation by minimum adjustment and maximum entropy method in social network group decision making
AUTHORS: Sun, Q.; Wu, J.; Chiclana, F.; Wang, S.; Herrera-Viedma, E.; Yager, R.R.

Artificial Intelligence Review

An evolutionary intelligent control system for a flexible joints robot
AUTHORS: Pena, A.; Tejada, J.C.; Gonzalez-Ruiz, J.D.; Sepúlveda-Cano, L.M.; Chiclana, F.; Caraffini, F.; Gongora, M.

Applied Soft Computing

Clustering method with axiomatization to support failure mode and effect analysis
AUTHORS: Dong, Y.; Wu, S.; Shi, X.; Li, Y.; Chiclana, F.

IISE Transactions

Consensus reaching process with noncooperative behaviors in large-scale group social network environment
AUTHORS: Xinli You; Fujun Hou; Francisco Chiclana

Applied Soft Computing

Consensus-trust Driven Bidirectional Feedback Mechanism for Improving Consensus in Social Network Large-group Decision Making
AUTHORS: Gai, T.; Cao, M.; Chiclana, F.; Zhang, Z.; Dong, Y.; Herrera-Viedma, E.; Wu, J.

Group Decision and Negotiation

Distance Learning: Lessons Learned from a UK Masters Programme
AUTHORS: Carter, J.; Chiclana, F.

Higher Education Computer Science: A Manual of Practical Approaches, Second Edition

Exploring the Ranking, Classifications and Evolution Mechanisms of Research Fronts: A Method Based on Multiattribute Decision Making and Clustering
AUTHORS: Xiong, K.; Dong, Y.; Guo, Z.; Chiclana, F.; Herrera-Viedma, E.

International Journal of Information Technology and Decision Making

Intentional bounded rationality methodology to assess the quality of decision-making approaches with latent alternative performances
AUTHORS: Carlos Sáenz-Royo; Francisco Chiclana; Enrique Herrera-Viedma

Information Fusion

Large-scale group consensus hybrid strategies with three-dimensional clustering optimisation based on normal cloud models
AUTHORS: Liu, W.; Zhu, J.; Chiclana, F.

Information Fusion

Measuring Consensus in Group Decision-Making Problems Through an Inequality Measure
Modeling Human Vagueness and Imprecision: From Fuzzy Sets to Hesitant Fuzzy Sets
AUTHORS: Farhadinia, B.; Chiclana, F.

New Mathematics and Natural Computation

Multiobjective Optimization-Based Collective Opinion Generation With Fairness Concern

IEEE Transactions on Systems, Man, and Cybernetics: Systems

On extended power geometric operator for proportional hesitant fuzzy linguistic large-scale group decision-making
AUTHORS: Sheng-Hua Xiong; Chen-Ye Zhu; Zhen-Song Chen; Muhammet Deveci; Francisco Chiclana; Mirosław J. Skibniewski

Information Sciences

Practical Consequences of Quality Views in Assessing Software Quality
AUTHORS: Tamas Galli; Francisco Chiclana; Francois Siewe

Axioms

Steering committee management. Expertise, diversity, and decision-making structures
AUTHORS: Saenz-Royo, Carlos; Chiclana, Francisco; Herrera-Viedma, Enrique

Information Fusion

The Overlapping Community-Driven Feedback Mechanism to Support Consensus in Social Network Group Decision Making

IEEE Transactions on Fuzzy Systems

Towards a software tool for general meal optimisation
AUTHORS: Izzard, J.; Caraffini, F.; Chiclana, F.

Applied Intelligence

Weight Penalty Mechanism for Noncooperative Behavior in Large-Scale Group Decision Making With Unbalanced Linguistic Term Sets

IEEE Transactions on Fuzzy Systems

A consensus group decision making method for hotel selection with online reviews by sentiment analysis
AUTHORS: Wu, J.; Ma, X.; Chiclana, F.; Liu, Y.; Wu, Y.

Applied Intelligence

A decentralized feedback mechanism with compromise behavior for large-scale group consensus reaching process with application in smart logistics supplier selection
AUTHORS: Gai, T.; Cao, M.; Chiclana, F.; Wu, J.; Liang, C.; Herrera-Viedma, E.

Expert Systems with Applications

A Dynamic Feedback Mechanism With Attitudinal Consensus Threshold for Minimum Adjustment Cost in Group Decision Making

IEEE Transactions on Fuzzy Systems

A new integrated multi-attribute decision-making approach for mobile medical app evaluation under q-rung orthopair fuzzy environment
AUTHORS: Guolin Tang; Yongxuan Yang; Xiaowei Gu; Francisco Chiclana; Peide Liu; Fubin Wang

Expert Systems with Applications

An Empirical Investigation of Multinationality and Stock Price Crash Risk for MNCs in China
AUTHORS: Larry Su; Elmina Homapour; Fabio Caraffini; Francisco Chiclana

Mathematics

Applications of computational intelligence‐based systems for societal enhancement
AUTHORS: Fabio Caraffini; Francisco Chiclana; Raymond Moodley; Mario Gongora

International Journal of Intelligent Systems

Bounded Confidence Evolution of Opinions and Actions in Social Networks

IEEE Transactions on Cybernetics

Buildings’ energy consumption prediction models based on buildings’ characteristics: Research trends, taxonomy, and performance measures
AUTHORS: Al-Shargabi, A.A.; Almhafdy, A.; Ibrahim, D.M.; Alghieth, M.; Chiclana, F.

Journal of Building Engineering

Classical dynamic consensus and opinion dynamics models: A survey of recent trends and methodologies
AUTHORS: Hassani, H.; Razavi-Far, R.; Saif, M.; Chiclana, F.; Krejcar, O.; Herrera-Viedma, E.

Information Fusion

Consensus Reaching in Multiple Attribute Group Decision Making: A Multi-Stage Optimization Feedback Mechanism With Individual Bounded Confidences

IEEE Transactions on Fuzzy Systems

Consensus Reaching With Minimum Cost of Informed Individuals and Time Constraints in Large-Scale Group Decision-Making

IEEE Transactions on Fuzzy Systems

Consistency Improvement With a Feedback Recommendation in Personalized Linguistic Group Decision Making

IEEE Transactions on Cybernetics

Consistency-Driven Methodology to Manage Incomplete Linguistic Preference Relation: A Perspective Based on Personalized Individual Semantics

IEEE Transactions on Cybernetics

Entropy Based Approach to Measuring Consensus in Group Decision-Making Problems
Functional Representation of the Intentional Bounded Rationality of Decision-Makers: A Laboratory to Study the Decisions a Priori

Mathematics

Interval type-2 fuzzy programming method for risky multicriteria decision-making with heterogeneous relationship
AUTHORS: Tang, G.; Long, J.; Gu, X.; Chiclana, F.; Liu, P.; Wang, F.

Information Sciences

Multiplicative Consistency Ascertaining, Inconsistency Repairing, and Weights Derivation of Hesitant Multiplicative Preference Relations

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Ordinal and joint feedback mechanisms to support group consensus based on interval-valued number with self-confidence
AUTHORS: Feixia Ji; Francisco Chiclana; Mi Zhou; Enrique Herrera-Viedma; Jian Wu

Information Fusion

Proportional hesitant 2‐tuple linguistic distance measurements and extended VIKOR method: Case study of evaluation and selection of green airport plans
AUTHORS: Sheng‐Hua Xiong; Zhen‐Song Chen; Francisco Chiclana; Kwai‐Sang Chin; Miroslaw J. Skibniewski

International Journal of Intelligent Systems

Regression Analysis of Macroeconomic Conditions and Capital Structures of Publicly Listed British Firms
AUTHORS: Elmina Homapour; Larry Su; Fabio Caraffini; Francisco Chiclana

Mathematics

Short-Sale Constraints and Stock Prices: Evidence from Implementation of Securities Refinancing Mechanism in Chinese Stock Markets
AUTHORS: Larry Su; Elmina Homapour; Francisco Chiclana

Mathematics

Similarity–trust network for clustering‐based consensus group decision‐making model
AUTHORS: Wan Syahimi Afiq Wan Ahlim; Nor Hanimah Kamis; Sharifah Aniza Sayed Ahmad; Francisco Chiclana

International Journal of Intelligent Systems

Social Influence in Fuzzy Group Decision Making with Applications
AUTHORS: Amirah Nabilah Sedek Abu Bakar Sedek; Nor Hanimah Kamis; Norhidayah A Kadir; Daud Mohamad; Francisco Chiclana
Social Trust Driven Consensus Reaching Model With a Minimum Adjustment Feedback Mechanism Considering Assessments-Modifications Willingness

IEEE Transactions on Fuzzy Systems

Special issue on Soft Computing based Intelligent Decision Making Systems for Dynamic Frameworks with Real-world Application
AUTHORS: Herrera-Viedma, E.; Chiclana, F.; Dong, Y.; Peng, Y.; Xu, Y.; Cabrerizo, F.J.

Applied Soft Computing

The use of statistical and machine learning tools to accurately quantify the energy performance of residential buildings
AUTHORS: Ibrahim, D.M.; Almhafdy, A.; Al-Shargabi, A.A.; Alghieth, M.; Elragi, A.; Chiclana, F.

PeerJ Computer Science

Theorem Verification of the Quantifier-Guided Dominance Degree with the Mean Operator for Additive Preference Relations

Mathematics

Transitive full covers of incomplete preference relations
AUTHORS: Torres-Manzanera, E.; Díaz, S.; Chiclana, F.; Montes, S.

Information Fusion

Two-Fold Personalized Feedback Mechanism for Social Network Consensus by Uninorm Interval Trust Propagation

IEEE Transactions on Cybernetics

Two-Stage Feedback Mechanism With Different Power Structures for Consensus in Large-Scale Group Decision Making

IEEE Transactions on Fuzzy Systems

Using self‐organising maps to predict and contain natural disasters and pandemics
AUTHORS: Raymond Moodley; Francisco Chiclana; Fabio Caraffini; Mario Gongora

International Journal of Intelligent Systems

A bidirectional feedback mechanism for balancing group consensus and individual harmony in group decision making
AUTHORS: Cao, M.; Wu, J.; Chiclana, F.; Herrera-Viedma, E.

Information Fusion

A decision‐making methodology based on the weighted correlation coefficient in weighted extended hesitant fuzzy environments
AUTHORS: B. Farhadinia; F. Chiclana

International Journal of Intelligent Systems

A family of similarity measures for q‐rung orthopair fuzzy sets and their applications to multiple criteria decision making
AUTHORS: Bahram Farhadinia; Sohrab Effati; Francisco Chiclana

International Journal of Intelligent Systems

A knowledge coverage-based trust propagation for recommendation mechanism in social network group decision making
AUTHORS: Liu, Y.; Liang, C.; Chiclana, F.; Wu, J.

Applied Soft Computing

A Methodology for Redesigning Networks by Using Markov Random Fields

Mathematics

A Personalized Consensus Feedback Mechanism Based on Maximum Harmony Degree

IEEE Transactions on Systems, Man, and Cybernetics: Systems

A Personalized Feedback Mechanism Based on Bounded Confidence Learning to Support Consensus Reaching in Group Decision Making

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Algorithms to Detect and Rectify Multiplicative and Ordinal Inconsistencies of Fuzzy Preference Relations

IEEE Transactions on Systems, Man, and Cybernetics: Systems

An Optimal Feedback Model to Prevent Manipulation Behavior in Consensus Under Social Network Group Decision Making

IEEE Transactions on Fuzzy Systems

Applying fuzzy scenarios for the measurement of operational risk
AUTHORS: Isis Bonet; Alejandro Peña; Christian Lochmuller; Héctor Alejandro Patiño; Francisco Chiclana; Mario Góngora

Applied Soft Computing

Citations optimal growth path: A tool to analyze sensitivity to citations of h-like indexes
AUTHORS: Meiqian Chen; Zhaoxia Guo; Yucheng Dong; Francisco Chiclana; Enrique Herrera-Viedma

Journal of Informetrics

Consensus and opinion evolution-based failure mode and effect analysis approach for reliability management in social network and uncertainty contexts
AUTHORS: Zhang, H.; Dong, Y.; Xiao, J.; Chiclana, F.; Herrera-Viedma, E.

Reliability Engineering and System Safety

Dynamics of Public Opinions in an Online and Offline Social Network

IEEE Transactions on Big Data

Extended Fuzzy Sets and Their Applications
AUTHORS: Bahram Farhadinia; Francisco Chiclana

Mathematics

Fuzzy convolutional deep-learning model to estimate the operational risk capital using multi-source risk events
AUTHORS: Pena, A.; Patino, A.; Chiclana, F.; Caraffini, F.; Gongora, M.; Gonzalez-Ruiz, J.D.; Duque-Grisales, E.

Applied Soft Computing

Genetic Algorithm-Based Fuzzy Inference System for Describing Execution Tracing Quality
AUTHORS: Tamas Galli; Francisco Chiclana; Francois Siewe

Mathematics

Impact of Decision Rules and Non-cooperative Behaviors on Minimum Consensus Cost in Group Decision Making
AUTHORS: Xu, W.; Chen, X.; Dong, Y.; Chiclana, F.

Group Decision and Negotiation

Improving euclidean s consensus degrees in group decision making problems through a uniform extension
AUTHORS: Tapia, J.M.; Chiclana, F.; Del Moral, M.J.; Herrera-Viedma, E.

Frontiers in Artificial Intelligence and Applications

Multi-stage consistency optimization algorithm for decision making with incomplete probabilistic linguistic preference relation
AUTHORS: Peng Wang; Peide Liu; Francisco Chiclana

Information Sciences

On the Use of Quality Models to Address Distinct Quality Views
AUTHORS: Tamas Galli; Francisco Chiclana; Francois Siewe

Applied System Innovation

Quality Properties of Execution Tracing, an Empirical Study
AUTHORS: Tamas Galli; Francisco Chiclana; Francois Siewe

Applied System Innovation

Revisiting Fuzzy and Linguistic Decision Making: Scenarios and Challenges for Making Wiser Decisions in a Better Way

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Sentiment analysis using TF-IDF weighting of UK MPs’ tweets on Brexit
AUTHORS: Mee, Alexander; Homapour, Elmina; Chiclana, Francisco; Engel, Ofer

Knowledge-Based Systems

Study of Manhattan’s consensus degrees through an extension based on the Uniform distribution
AUTHORS: Tapia, J.M.; Chiclana, F.; del Moral, M.J.; Herrera-Viedma, E.

Procedia Computer Science

The Stratic Defuzzifier for discretised general type-2 fuzzy sets
AUTHORS: Greenfield, S.; Chiclana, F.

Information Sciences

Tuning Deep Neural Networks for Predicting Energy Consumption in Arid Climate Based on Buildings Characteristics
AUTHORS: Amal A. Al-Shargabi; Abdulbasit Almhafdy; Dina M. Ibrahim; Manal Alghieth; Francisco Chiclana

Sustainability

Type-1 OWA Operators in Aggregating Multiple Sources of Uncertain Information: Properties and Real-World Applications in Integrated Diagnosis
AUTHORS: Shang-Ming Zhou; Francisco Chiclana; Robert I. John; Jonathan M. Garibaldi; Lin Huo

IEEE Transactions on Fuzzy Systems

A decision-theoretic rough set model with q-rung orthopair fuzzy information and its application in stock investment evaluation
AUTHORS: Guolin Tang; Francisco Chiclana; Peide Liu

Applied Soft Computing

A new fusion of salp swarm with sine cosine for optimization of non-linear functions
AUTHORS: Singh, N.; Son, L.H.; Chiclana, F.; Magnot, J.-P.

Engineering with Computers

A product-centric data mining algorithm for targeted promotions
AUTHORS: Moodley, R.; Chiclana, F.; Caraffini, F.; Carter, J.

Journal of Retailing and Consumer Services

A T1OWA fuzzy linguistic aggregation methodology for searching feature-based opinions
AUTHORS: Serrano-Guerrero, J.; Chiclana, F.; Olivas, J.A.; Romero, F.P.; Homapour, E.

Knowledge-Based Systems

ArAutoSenti: automatic annotation and new tendencies for sentiment classification of Arabic messages
AUTHORS: Guellil, I.; Azouaou, F.; Chiclana, F.

Social Network Analysis and Mining

Attitude quantifier based possibility distribution generation method for hesitant fuzzy linguistic group decision making
AUTHORS: Jingjing Hao; Francisco Chiclana

Information Sciences

Consensus Reaching With Time Constraints and Minimum Adjustments in Group With Bounded Confidence Effects

IEEE Transactions on Fuzzy Systems

DeciTrustNET: A graph based trust and reputation framework for social networks
AUTHORS: Ureña, R.; Chiclana, F.; Herrera-Viedma, E.

Information Fusion

Interval type-2 fuzzy multi-attribute decision-making approaches for evaluating the service quality of Chinese commercial banks
AUTHORS: Tang, G.; Chiclana, F.; Lin, X.; Liu, P.

Knowledge-Based Systems

m-SFT: A Novel Mobile Health System to Assess the Elderly Physical Condition

Sensors

Neutrosophic approach for enhancing quality of signals
AUTHORS: Jha, S.; Kumar, R.; Son, L.H.; Chiclana, F.; Puri, V.; Priyadarshini, I.

Multimedia Tools and Applications

Personalized individual semantics-based approach for linguistic failure modes and effects analysis with incomplete preference information

IISE Transactions

Software Product Quality Models, Developments, Trends, and Evaluation
AUTHORS: Galli, T.; Chiclana, F.; Siewe, F.

SN Computer Science

Using Data Mining in Educational Administration: A Case Study on Improving School Attendance
AUTHORS: Raymond Moodley; Francisco Chiclana; Jenny Carter; Fabio Caraffini

Applied Sciences

A comparative analysis between two statistical deviation-based consensus measures in Group Decision Making problems
AUTHORS: Del Moral, M.J.; Chiclana, F.; Tapia, J.M.; Tapia-Garcia, C.; Herrera-Viedma, E.

Procedia Computer Science

A fuzzy ELECTRE structure methodology to assess big data maturity in healthcare SMEs
AUTHORS: Alejandro Peña; Isis Bonet; Christian Lochmuller; Marta S. Tabares; Carlos C. Piedrahita; Carmen C. Sánchez; Lillyana María Giraldo Marín; Mario Góngora; Francisco Chiclana

Soft Computing

A review on trust propagation and opinion dynamics in social networks and group decision making frameworks
AUTHORS: Ureña, R.; Kou, G.; Dong, Y.; Chiclana, F.; Herrera-Viedma, E.

Information Sciences

A social network based approach for consensus achievement in multiperson decision making
AUTHORS: Raquel Ureña; Francisco Chiclana; Guy Melançon; Enrique Herrera-Viedma

Information Fusion

A variance-based consensus degree in group decision making problems
AUTHORS: Jose del Moral A, Maria; Chiclana, Francisco; Miguel Tapia G, Juan; Herrera-Viedma, Enrique

Proceedings of the Annual Hawaii International Conference on System Sciences

An attitudinal consensus degree to control the feedback mechanism in group decision making with different adjustment cost
AUTHORS: Wu, J.; Sun, Q.; Fujita, H.; Chiclana, F.

Knowledge-Based Systems

An Attitudinal Trust Recommendation Mechanism to Balance Consensus and Harmony in Group Decision Making
AUTHORS: Jian Wu; Xue Li; Francisco Chiclana; Ronald Yager

IEEE Transactions on Fuzzy Systems

An incremental method to detect communities in dynamic evolving social networks
AUTHORS: Zhao, Z.; Li, C.; Zhang, X.; Chiclana, F.; Viedma, E.H.

Knowledge-Based Systems

An influence-driven feedback system for preference similarity network clustering based consensus group decision making model
AUTHORS: Nor Hanimah Kamis; Francisco Chiclana; Jeremy Levesley

Information Fusion

An overview on managing additive consistency of reciprocal preference relations for consistency-driven decision making and fusion: Taxonomy and future directions
AUTHORS: Cong-Cong Li; Yucheng Dong; Yejun Xu; Francisco Chiclana; Enrique Herrera-Viedma; Francisco Herrera

Information Fusion

Application of uninorms to market basket analysis
AUTHORS: Moodley, R.; Chiclana, F.; Caraffini, F.; Carter, J.

International Journal of Intelligent Systems

Are incomplete and self-confident preference relations better in multicriteria decision making? A simulation-based investigation
AUTHORS: Yucheng Dong; Wenqi Liu; Francisco Chiclana; Gang Kou; Enrique Herrera-Viedma

Information Sciences

Attention-Based Deep Learning Model for Predicting Collaborations between Different Research Affiliations
AUTHORS: Zhou, H.; Sun, J.; Zhao, Z.; Yang, Y.; Xie, A.; Chiclana, F.

IEEE Access

Biology migration algorithm: a new nature-inspired heuristic methodology for global optimization
AUTHORS: Zhang, Q.; Wang, R.; Yang, J.; Lewis, A.; Chiclana, F.; Yang, S.

Soft Computing

Consensus efficiency in group decision making: A comprehensive comparative study and its optimal design
AUTHORS: Hengjie Zhang; Yucheng Dong; Francisco Chiclana; Shui Yu

European Journal of Operational Research

Cosine similarity measures of bipolar neutrosophic set for diagnosis of bipolar disorder diseases
AUTHORS: Abdel-Basset, M.; Mohamed, M.; Elhoseny, M.; Son, L.H.; Chiclana, F.; Zaied, A.E.-N.H.

Artificial Intelligence in Medicine

Dealing with incomplete information in linguistic group decision making by means of Interval Type-2 Fuzzy Sets
AUTHORS: Ureña, R.; Kou, G.; Wu, J.; Chiclana, F.; Herrera-Viedma, E.

International Journal of Intelligent Systems

Fuzzy Group Decision Making for influence-aware recommendations
AUTHORS: Capuano, N.; Chiclana, F.; Herrera-Viedma, E.; Fujita, H.; Loia, V.

Computers in Human Behavior

Leveraging Users’ Trust and Reputation in Social Networks
AUTHORS: Ureña, R.; Chiclana, F.; Carrasco, R.A.; Herrera-Viedma, E.

Procedia Computer Science

Multiple Attribute Strategic Weight Manipulation With Minimum Cost in a Group Decision Making Context With Interval Attribute Weights Information

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Preference evolution with deceptive interactions and heterogeneous trust in bounded confidence model: A simulation analysis
AUTHORS: Dong, Y.; Fan, Y.; Liang, H.; Chiclana, F.; Herrera-Viedma, E.

Knowledge-Based Systems

Real-Time 3D Head Pose Tracking Through 2.5D Constrained Local Models with Local Neural Fields
AUTHORS: Ackland, S.; Chiclana, F.; Istance, H.; Coupland, S.

International Journal of Computer Vision

Stochastic logistic fuzzy maps for the construction of integrated multirates scenarios in the financing of infrastructure projects
AUTHORS: Juan David Gonzalez-Ruiz; Alejandro Peña; Eduardo Alexander Duque; Alejandro Patiño; Francisco Chiclana; Mario Góngora

Applied Soft Computing

Supervision of Postgraduate Independent Study in a Distance Learning Environment
AUTHORS: Carter, Jenny; Appel, Orestes; Salomoni, Massimo; Vourgidis, Ioannis; Chiclana, Francisco

Transnational Higher Education in Computing Courses: Experiences and Reflections

A Bibliometric Analysis and Visualization of Medical Big Data Research
AUTHORS: Liao, Huchang; Tang, Ming; Luo, Li; Li, Chunyang; Chiclana, Francisco; Zeng, Xiao-Jun

Sustainability

A comparative study on community detection methods in complex networks
AUTHORS: Zhao, Z.; Zheng, S.; Li, C.; Sun, J.; Chang, L.; Chiclana, F.

Journal of Intelligent and Fuzzy Systems

A comparative study on consensus measures in group decision making
AUTHORS: María José del Moral; Francisco Chiclana; Juan Miguel Tapia; Enrique Herrera-Viedma

International Journal of Intelligent Systems

A feedback mechanism based on granular computing to improve consensus in GDM
AUTHORS: Cabrerizo, F.J.; Chiclana, F.; Pérez, I.J.; Mata, F.; Alonso, S.; Herrera-Viedma, E.

Studies in Fuzziness and Soft Computing

A fuzzy credibility model to estimate the Operational Value at Risk using internal and external data of risk events
AUTHORS: Alejandro Peña; Isis Bonet; Christian Lochmuller; Héctor Alejandro Patiño; Francisco Chiclana; Mario Góngora

Knowledge-Based Systems

A minimum adjustment cost feedback mechanism based consensus model for group decision making under social network with distributed linguistic trust
AUTHORS: Wu, Jian; Dai, Lifang; Chiclana, Francisco; Fujita, Hamido; Herrera-Viedma, Enrique

Information Fusion

A new influence based network for opinion propagation in social network based scenarios
AUTHORS: Ureña, R.; Chiclana, F.; Herrera-Viedma, E.

Procedia Computer Science

A recent review of conventional vs. automated cybersecurity anti-phishing techniques
AUTHORS: Qabajeh, I.; Thabtah, F.; Chiclana, F.

Computer Science Review

A Self-Management Mechanism for Noncooperative Behaviors in Large-Scale Group Consensus Reaching Processes

IEEE Transactions on Fuzzy Systems

A Self-Management Mechanism to Manage Non-cooperative Behaviors in LGDM-Based Supply Chain Risk Mitigation
AUTHORS: Zhao, S.; Dong, Y.; Zhang, H.; Chiclana, F.; Herrera-Viedma, E.

Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018

An analysis of consensus approaches based on different concepts of coincidence
AUTHORS: Maria José Del Moral; Juan Miguel Tapia; Francisco Chiclana; A. Al-Hmouz; Enrique Herrera-Viedma

Journal of Intelligent & Fuzzy Systems

An integrated inverse adaptive neural fuzzy system with Monte-Carlo sampling method for operational risk management
AUTHORS: Pena, Alejandro; Bonet, Isis; Lochmuller, Christian; Chiclana, Francisco; Gongora, Mario

Expert Systems With Applications

ARM–AMO: An efficient association rule mining algorithm based on animal migration optimization
AUTHORS: Le Hoang Son; Francisco Chiclana; Raghavendra Kumar; Mamta Mittal; Manju Khari; Jyotir Moy Chatterjee; Sung Wook Baik

Knowledge-Based Systems

Comparing two approaches for consensus computation in group decision making problems
AUTHORS: Del Moral, M.J.; Tapia, J.M.; Chiclana, F.; Herrera-Viedma, E.

Frontiers in Artificial Intelligence and Applications

Consensus modeling with cost chance constraint under uncertainty opinions
AUTHORS: Xiao Tan; Zaiwu Gong; Francisco Chiclana; Ning Zhang

Applied Soft Computing

Consensus reaching in social network group decision making: Research paradigms and challenges
AUTHORS: Yucheng Dong; Quanbo Zha; Hengjie Zhang; Gang Kou; Hamido Fujita; Francisco Chiclana; Enrique Herrera-Viedma

Knowledge-Based Systems

Dynamic structural neural network
AUTHORS: Cu Nguyen Giap; Le Hoang Son; Francisco Chiclana

Journal of Intelligent & Fuzzy Systems

Flexible inverse adaptive fuzzy inference model to identify the evolution of operational value at risk for improving operational risk management
AUTHORS: Alejandro Peña; Isis Bonet; Christian Lochmuller; Francisco Chiclana; Mario Góngora

Applied Soft Computing

Fuzzy Group Decision Making With Incomplete Information Guided by Social Influence

IEEE Transactions on Fuzzy Systems

Fuzzy rankings for preferences modeling in group decision making
AUTHORS: Nicola Capuano; Francisco Chiclana; Enrique Herrera-Viedma; Hamido Fujita; Vincenzo Loia

International Journal of Intelligent Systems

Geo-uninorm consistency control module for preference similarity network hierarchical clustering based consensus model
AUTHORS: Nor Hanimah Kamis; Francisco Chiclana; Jeremy Levesley

Knowledge-Based Systems

Guest Editorial: Intelligent Decision Making and Consensus Under Uncertainty in Inconsistent and Dynamic Environments
AUTHORS: Herrera-Viedma, E.; Chiclana, F.; Dong, Y.; Loia, V.; Kou, G.; Fujita, H.

Knowledge-Based Systems

Intelligent m-Health app to evaluate the elderly physical condition
AUTHORS: Ureña, R.; Gonzalez-Alvarez, A.; Chiclana, F.; Herrera-Viedma, E.; Moral-Munoz, J.A.

Frontiers in Artificial Intelligence and Applications

Isomorphic Multiplicative Transitivity for Intuitionistic and Interval-Valued Fuzzy Preference Relations and Its Application in Deriving Their Priority Vectors
AUTHORS: Jian Wu; Francisco Chiclana; Huchang Liao

IEEE Transactions on Fuzzy Systems

On dynamic consensus processes in group decision making problems
AUTHORS: I.J. Pérez; F.J. Cabrerizo; S. Alonso; Y.C. Dong; F. Chiclana; E. Herrera-Viedma

Information Sciences

Preference similarity network structural equivalence clustering based consensus group decision making model
AUTHORS: Nor Hanimah Kamis; Francisco Chiclana; Jeremy Levesley

Applied Soft Computing

Special issue on intelligent decision support systems based on soft computing and their applications in real-world problems
AUTHORS: Enrique Herrera-Viedma; Francisco Chiclana; Yucheng Dong; Francisco Javier Cabrerizo

Applied Soft Computing

Strategic weight manipulation in multiple attribute decision making
AUTHORS: Dong, Yucheng; Liu, Yating; Liang, Haiming; Chiclana, Francisco; Herrera-Viedma, Enrique

Omega-International Journal of Management Science

Successes and challenges in developing a hybrid approach to sentiment analysis
AUTHORS: Appel, Orestes; Chiclana, Francisco; Carter, Jenny; Fujita, Hamido

Applied Intelligence

The Collapsing Defuzzifier for discretised generalised type-2 fuzzy sets
AUTHORS: Sarah Greenfield; Francisco Chiclana

International Journal of Approximate Reasoning

The optimization ordering model for intuitionistic fuzzy preference relations with utility functions
AUTHORS: Zaiwu Gong; Ning Zhang; Francisco Chiclana

Knowledge-Based Systems

Type-1 OWA Unbalanced Fuzzy Linguistic Aggregation Methodology: Application to Eurobonds Credit Risk Evaluation
AUTHORS: Chiclana, Francisco; Mata, Francisco; Perez, Luis G.; Herrera-Viedma, Enrique

International Journal of Intelligent Systems

Type-Reduced Set structure and the truncated type-2 fuzzy set
AUTHORS: Sarah Greenfield; Francisco Chiclana

Fuzzy Sets and Systems

A Consensus Approach to Sentiment Analysis
AUTHORS: Orestes Appel; Francisco Chiclana; Jenny Carter; Hamido Fujita

Advances in Artificial Intelligence: From Theory to Practice

A Consensus Approach to the Sentiment Analysis Problem Driven by Support-Based IOWA Majority
AUTHORS: Appel, Orestes; Chiclana, Francisco; Carter, Jenny; Fujita, Hamido

International Journal of Intelligent Systems

A trust induced recommendation mechanism for reaching consensus in group decision making
AUTHORS: Liu, Yujia; Liang, Changyong; Chiclana, Francisco; Wu, Jian

Knowledge-Based Systems

A visual interaction consensus model for social network group decision making with trust propagation
AUTHORS: Wu, Jian; Chiclana, Francisco; Fujita, Hamido; Herrera-Viedma, Enrique

Knowledge-Based Systems

An alternative calculation of the consensus degree in group decision making problems
AUTHORS: del Moral, M. J.; Chiclana, F.; Tapia Garcia, J. M.; Herrera-Viedma, E.

5th International Conference on Information Technology and Quantitative Management, Itqm 2017

An analysis on consensus measures in group decision making
AUTHORS: M. J. del Moral; F. Chiclana; J. M. Tapia; E. Herrera-Viedma

2017 4th International Conference on Control, Decision and Information Technologies (CoDIT)

An interaction consensus in group decision making under distributed linguistic trust information
AUTHORS: Dai, L.; Wu, J.; Chiclana, F.; Fujita, H.; Herrera-Viedma, E.

Frontiers in Artificial Intelligence and Applications

Asynchronous Opinion Dynamics with Online and Offline Interactions in Bounded Confidence Model
AUTHORS: Ding, Zhaogang; Dong, Yucheng; Liang, Haiming; Chiclana, Francisco

Jasss-the Journal of Artificial Societies and Social Simulation

Confidence based consensus in environments with high uncertainty and incomplete information
AUTHORS: Ureña, R.; Chiclana, F.; Fujita, H.; Herrera-Viedma, E.

Frontiers in Artificial Intelligence and Applications

Confidence based consensus model for intuitionistic fuzzy preference relations
AUTHORS: Raquel Urena; Francisco Chiclana; Hamido Fujita; Enrique Herrera-Viedma

2017 4th International Conference on Control, Decision and Information Technologies (CoDIT)

Consensus in Group Decision Making and Social Networks
AUTHORS: Herrera-Viedma, Enrique; Javier Cabrerizo, Francisco; Chiclana, Francisco; Wu, Jian; Jesus Cobo, Manuel; Samuylov, Konstantin

Studies in Informatics and Control

Consensus Measure with Multi-stage Fluctuation Utility Based on China’s Urban Demolition Negotiation
AUTHORS: Gong, Zaiwu; Xu, Chao; Chiclana, Francisco; Xu, Xiaoxia

Group Decision and Negotiation

Cross-ratio uninorms as an effective aggregation mechanism in sentiment analysis
AUTHORS: Appel, Orestes; Chiclana, Francisco; Carter, Jenny; Fujita, Hamido

Knowledge-Based Systems

Group Decision Making: Consensus Approaches Based on Soft Consensus Measures
AUTHORS: Javier Cabrerizo, Francisco; Javier Perez, Ignacio; Chiclana, Francisco; Herrera-Viedma, Enrique

Fuzzy Sets, Rough Sets, Multisets and Clustering

Group decision-making based on heterogeneous preference relations with self-confidence
AUTHORS: Liu, Wenqi; Dong, Yucheng; Chiclana, Francisco; Cabrerizo, Francisco Javier; Herrera-Viedma, Enrique

Fuzzy Optimization and Decision Making

IOWA & Cross-ratio Uninorm operators as aggregation tools in sentiment analysis and ensemble methods
AUTHORS: Appel, Orestes; Chiclana, Francisco; Carter, Jenny; Fujita, Hamido; IEEE

2017 Ieee International Conference on Fuzzy Systems (Fuzz-Ieee)

Linguistic multi-criteria decision-making model with output variable expressive richness
AUTHORS: Cid-Lopez, Andres; Hornos, Miguel J.; Alberto Carrasco, Ramon; Herrera-Viedma, Enrique; Chiclana, Francisco

Expert Systems With Applications

Minimum cost consensus models based on random opinions
AUTHORS: Zhang, Ning; Gong, Zaiwu; Chiclana, Francisco

Expert Systems With Applications

Strategic weight manipulation in multiple attribute decision making in an incomplete information context
AUTHORS: Liu, Y.; Dong, Y.; Chiclana, F.; Cabrerizo, F.J.; Herrera-Viedma, E.

IEEE International Conference on Fuzzy Systems

A classification rules mining method based on dynamic rules’ frequency
AUTHORS: Qabajeh, I.; Chiclana, F.; Thabtah, F.

Proceedings of IEEE/ACS International Conference on Computer Systems and Applications, AICCSA

A hybrid approach for supporting adaptivity in e-learning environments
AUTHORS: Al-Omari, Mohammad; Carter, Jenny; Chiclana, Francisco

International Journal of Information and Learning Technology

A hybrid approach to sentiment analysis
AUTHORS: Appel, O.; Chiclana, F.; Carter, J.; Fujita, H.

2016 IEEE Congress on Evolutionary Computation, CEC 2016

A Hybrid Approach to Sentiment Analysis with Benchmarking Results
AUTHORS: Appel, Orestes; Chiclana, Francisco; Carter, Jenny; Fujita, Hamido

Trends in Applied Knowledge-Based Systems and Data Science

A hybrid approach to the sentiment analysis problem at the sentence level
AUTHORS: Orestes Appel; Francisco Chiclana; Jenny Carter; Hamido Fujita

Knowledge-Based Systems

A new measure of consensus with reciprocal preference relations: The correlation consensus degree
AUTHORS: Gonzalez-Arteaga, Teresa; de Andres Calle, Rocio; Chiclana, Francisco

Knowledge-Based Systems

A new type of preference relations: Fuzzy preference relations with self-confidence
AUTHORS: Enrique, H.-V.; Liu, W.; Dong, Y.; Chiclana, F.; Cabrerizo, F.J.

IEEE International Conference on Fuzzy Systems

A novel group decision making method to overcome the Web 2.0 challenges
AUTHORS: Antonio Morente-Molinera, Juan; Javier Perez, Ignacio; Chiclana, Francisco; Herrera-Viedma, Enrique; IEEE

Proceedings - 2015 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2015

An opinion control rule with minimum adjustments to support the consensus reaching in bounded confidence model
AUTHORS: Ding, Zhaogang; Liang, Haiming; Dong, Yucheng; Chiclana, Francisco; Herrera-Viedma, Enrique; Javier Cabrerizo, Francisco

Procedia Computer Science

Analyzing Highly Cited Papers in Intelligent Transportation Systems
AUTHORS: Moral-Munoz, Jose A.; Cobo, Manuel J.; Chiclana, Francisco; Collop, Andrew; Herrera-Viedma, Enrique

Ieee Transactions on Intelligent Transportation Systems

Average-case consistency measurement and analysis of interval-valued reciprocal preference relations
AUTHORS: Yucheng Dong; Cong-Cong Li; Francisco Chiclana; Enrique Herrera-Viedma

Knowledge-Based Systems

Choice degrees in decision-making: A comparison between intuitionistic and fuzzy preference relations approaches
AUTHORS: Chiclana, Francisco; Urena, Raquel; Herrera-Viedma, Enrique; IEEE

2016 Ieee International Conference on Fuzzy Systems (Fuzz-Ieee)

Constrained dynamic rule induction learning
AUTHORS: Thabtah, Fadi; Qabajeh, Issa; Chiclana, Francisco

Expert Systems With Applications

Development of a Genetic Programming-based GA Methodology for the Prediction of Short-to-Medium-term Stock Markets
AUTHORS: Alghieth, Manal; Yang, Yingjie; Chiclana, Francisco; IEEE

2016 Ieee Congress on Evolutionary Computation (Cec)

Evolutionary fuzzy k-nearest neighbors algorithm using interval-valued fuzzy sets
AUTHORS: Derrac, Joaquin; Chiclana, Francisco; Garcia, Salvador; Herrera, Francisco

Information Sciences

Interval-valued complex fuzzy logic
AUTHORS: Greenfield, S.; Chiclana, F.; Dick, S.

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

Join and Meet Operations for Interval-Valued Complex Fuzzy Logic
AUTHORS: Greenfield, Sarah; Chiclana, Francisco; Dick, Scott; IEEE

2016 Annual Conference of the North American Fuzzy Information Processing Society (Nafips)

Modelling influence in group decision making
AUTHORS: Perez, Luis G.; Mata, Francisco; Chiclana, Francisco; Kou, Gang; Herrera-Viedma, Enrique

Soft Computing

Slicing Strategies for the Generalised Type-2 Mamdani Fuzzy Inferencing System
AUTHORS: Greenfield, Sarah; Chiclana, Francisco

Artificial Intelligence and Soft Computing, Icaisc 2016

Soft Consensus Models in Group Decision Making
AUTHORS: Javier Perez, Ignacio; Javier Cabrerizo, Francisco; Alonso, Sergio; Chiclana, Francisco; Herrera-Viedma, Enrique

Fuzzy Logic and Information Fusion: To Commemorate the 70th Birthday of Professor Gaspar Mayor

Uninorm trust propagation and aggregation methods for group decision making in social network with four tuple information
AUTHORS: Wu, Jian; Xiong, Ruoyun; Chiclana, Francisco

Knowledge-Based Systems

A dynamic rule-induction method for classification in data mining
AUTHORS: Qabajeh, Issa; Thabtah, Fadi; Chiclana, Francisco

Journal of Management Analytics

A New Selection Process Based on Granular Computing for Group Decision Making Problems
AUTHORS: Javier Cabrerizo, Francisco; Urena, Raquel; Antonio Morente-Molinera, Juan; Pedrycz, Witold; Chiclana, Francisco; Herrera-Viedma, Enrique

INTELLIGENT SOFTWARE METHODOLOGIES, TOOLS AND TECHNIQUES, SOMET

A Web Information System to Improve the Digital Library Service Quality
AUTHORS: Cabrerizo, F.J.; Martínez, M.A.; López-Gijón, J.; Chiclana, F.; Herrera-Viedma, E.

Frontiers in Artificial Intelligence and Applications

Aggregation of Unbalanced Fuzzy Linguistic Information in Decision Problems based on Type-1 OWA Operator
AUTHORS: Mata, Francisco; Perez, Luis G.; Chiclana, Francisco; Herrera-Viedma, Enrique

2015 Ieee International Conference on Fuzzy Systems (Fuzz-Ieee 2015)

An Interval Valued K-Nearest Neighbors Classifier
AUTHORS: Derrac, Joaquin; Chiclana, Francisco; Garcia, Salvador; Herrera, Francisco; Alonso, JM; Bustince, H; Reformat, M

Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society For Fuzzy Logic and Technology

Analyzing Consensus Measures in Group Decision Making
AUTHORS: Chiclana, F.; Tapia Garcia, J. M.; del Moral, M. J.; Herrera-Viedma, E.; Gomes, LFAM; Colcher, R; Wolcott, P; HerreraViedma, E; Shi, Y

3rd International Conference on Information Technology and Quantitative Management, Itqm 2015

Confidence-consistency driven group decision making approach with incomplete reciprocal intuitionistic preference relations
AUTHORS: Urena, Raquel; Chiclana, Francisco; Fujita, Hamido; Herrera-Viedma, Enrique

Knowledge-Based Systems

Consistency based completion approaches of incomplete preference relations in uncertain decision contexts
AUTHORS: Urena, Raquel; Chiclana, Francisco; Herrera-Viedma, Enrique

2015 Ieee International Conference on Fuzzy Systems (Fuzz-Ieee 2015)

Development of 2D Curve-Fitting Genetic/Gene-Expression Programming Technique for Efficient Time-series Financial Forecasting
AUTHORS: Alghieth, Manal; Yang, Yingjie; Chiclana, Francisco; IEEE

2015 International Symposium on Innovations in Intelligent Systems and Applications (Inista) Proceedings

Effect of Influential Users on Recommendation
AUTHORS: Oshodin, Eseosa; Chiclana, Francisco; IEEE

2015 Sai Intelligent Systems Conference (Intellisys)

Encouraging Active Commuting through monitoring and analysis of commuter travel method habits
AUTHORS: Hasshu, S.; Chiclana, F.; Passow, B.N.; Elizondo, D.

IntelliSys 2015 - Proceedings of 2015 SAI Intelligent Systems Conference

Estimating Unknown Values in Reciprocal Intuitionistic Preference Relations via Asymmetric Fuzzy Preference Relations
AUTHORS: Francisco Chiclana; Raquel Ureña; Hamido Fujita; Enrique Herrera-Viedma

Modeling Decisions for Artificial Intelligence

Fuzzy decision making and consensus: Challenges
AUTHORS: Javier Cabrerizo, Francisco; Chiclana, Francisco; Al-Hmouz, Rami; Morfeq, Ali; Balamash, Abdullah Saeed; Herrera-Viedma, Enrique

Journal of Intelligent & Fuzzy Systems

Fuzzy decision-making and consensus: New trends and real-life applications
AUTHORS: Chiclana, Francisco; Angell, Nuria; Wu, Jian; Herrera-Viedma, Enrique

Applied Soft Computing

GDM-VieweR: A New Tool in R to Visualize the Evolution of Fuzzy Consensus Processes
AUTHORS: Raquel Ureña; Francisco Javier Cabrerizo; Francisco Chiclana; Enrique Herrera-Viedma

Intelligent Software Methodologies, Tools and Techniques

Main Concepts, State of the Art and Future Research Questions in Sentiment Analysis
AUTHORS: Appel, Orestes; Chiclana, Francisco; Carter, Jenny

Acta Polytechnica Hungarica

Managing incomplete preference relations in decision making: A review and future trends
AUTHORS: Urena, R.; Chiclana, F.; Morente-Molinera, J. A.; Herrera-Viedma, E.

Information Sciences

Social Trust in a Familiar Community
AUTHORS: Eseosa Oshodin; Francisco Chiclana; Samad Ahmadi

Research and Development in Intelligent Systems XXXII

Trust based consensus model for social network in an incomplete linguistic information context
AUTHORS: Wu, Jian; Chiclana, Francisco; Herrera-Viedma, Enrique

Applied Soft Computing

A Bibliometric Analysis of the Intelligent Transportation Systems Research Based on Science Mapping
AUTHORS: Cobo, M. J.; Chiclana, F.; Collop, A.; de Ona, J.; Herrera-Viedma, E.

Ieee Transactions on Intelligent Transportation Systems

A risk attitudinal ranking method for interval-valued intuitionistic fuzzy numbers based on novel attitudinal expected score and accuracy functions
AUTHORS: Wu, Jian; Chiclana, Francisco

Applied Soft Computing

A social network analysis trust consensus based approach to group decision-making problems with interval-valued fuzzy reciprocal preference relations
AUTHORS: Wu, J.; Chiclana, F.

Knowledge-Based Systems

Consistency based estimation of fuzzy linguistic preferences. The case of reciprocal intuitionistic fuzzy preference relations
AUTHORS: Chiclana, Francisco; Wu, Jian; Herrera-Viedma, Enrique; IEEE

2014 Ieee International Conference on Fuzzy Systems (Fuzz-Ieee)

Construction of interval-valued fuzzy preference relations from ignorance functions and fuzzy preference relations. Application to decision making
AUTHORS: Barrenechea, E.; Fernandez, J.; Pagola, M.; Chiclana, F.; Bustince, H.

Knowledge-Based Systems

Improving Consistency in Fuzzy Preference Relations with an Allocation of Information Granularity
AUTHORS: Javier Cabrerizo, Francisco; Pedrycz, Witold; Chiclana, Francisco; Herrera-Viedma, Enrique; Fujita, H; Selamat, A; Haron, H

New Trends in Software Methodologies, Tools and Techniques

Linguistic majorities with difference in support
AUTHORS: Perez-Asurmendi, P.; Chiclana, F.

Applied Soft Computing

Multiplicative Consistency for Interval Additive Reciprocal Preference Relations
AUTHORS: Wu, Jian; Chiclana, Francisco; IEEE

2014 Ieee International Conference on Fuzzy Systems (Fuzz-Ieee)

Multiplicative consistency of intuitionistic reciprocal preference relations and its application to missing values estimation and consensus building
AUTHORS: Wu, J.; Chiclana, F.

Knowledge-Based Systems

On incomplete fuzzy and multiplicative preference relations in multi-person decision making
AUTHORS: Ureña, R.; Chiclana, F.; Alonso, S.; Morente-Molinera, J.A.; Herrera-Viedma, E.

2nd International Conference on Information Technology and Quantitative Management, Itqm 2014

Social Network Decision Making with Linguistic Trustworthiness-Based Induced OWA Operators
AUTHORS: Perez, Luis G.; Mata, Francisco; Chiclana, Francisco

International Journal of Intelligent Systems

Towards Introducing Execution Tracing to Software Product Quality Frameworks
AUTHORS: Galli, Tamas; Chiclana, Francisco; Carter, Jenny; Janicke, Helge

Acta Polytechnica Hungarica

Type-1 OWA methodology to consensus reaching processes in multi-granular linguistic contexts
AUTHORS: Mata, F.; Perez, L. G.; Zhou, S. M.; Chiclana, F.

Knowledge-Based Systems

Visual consensus feedback mechanism for group decision making with complementary linguistic preference relations
AUTHORS: Chiclana, F.; Wu, J.; Herrera-Viedma, E.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Visual information feedback mechanism and attitudinal prioritisation method for group decision making with triangular fuzzy complementary preference relations
AUTHORS: Wu, Jian; Chiclana, Francisco

Information Sciences

A statistical comparative study of different similarity measures of consensus in group decision making

Information Sciences

Accuracy and complexity evaluation of defuzzification strategies for the discretised interval type-2 fuzzy set
AUTHORS: Greenfield, S.; Chiclana, F.
Adapting traffic simulation for traffic management: A neural network approach
AUTHORS: Passow, B.N.; Elizondo, D.; Chiclana, F.; Witheridge, S.; Goodyer, E.

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC

Challenges and open questions in soft consensus models
AUTHORS: Cabrerizo, F.J.; Chiclana, F.; Ureña, M.R.; Herrera-Viedma, E.

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

Defuzzification of the discretised generalised type-2 fuzzy set: Experimental evaluation
AUTHORS: Greenfield, S.; Chiclana, F.
Fuzzy in 3-D: Contrasting complex fuzzy sets with type-2 fuzzy sets
AUTHORS: Greenfield, S.; Chiclana, F.

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

Modelling Execution Tracing Quality by Means of Type-1 Fuzzy Logic
AUTHORS: Galli, Tamas; Chiclana, Francisco; Carter, Jenny; Janicke, Helge

Acta Polytechnica Hungarica

Ranking and selection of unsupervised learning marketing segmentation
AUTHORS: Sánchez-Hernández, G.; Chiclana, F.; Agell, N.; Aguado, J.C.
Social Choice Voting with Linguistic Preferences and Difference in Support
AUTHORS: Perez-Asurmendi, P.; Chiclana, F.

Aggregation Functions in Theory and in Practise

The structure of the type-reduced set of a continuous type-2 fuzzy set
AUTHORS: Greenfield, S.; Chiclana, F.

8th Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2013 - Advances in Intelligent Systems Research

Type-reduction of general type-2 fuzzy sets: The type-1 OWA approach
AUTHORS: Chiclana, F.; Zhou, S.-M.
Application of fuzzy logic in computer security and forensics
AUTHORS: Amro, S.A.; Chiclana, F.; Elizondo, D.A.

Studies in Computational Intelligence

Consistency of 2D and 3D distances of intuitionistic fuzzy sets
AUTHORS: Yang, Y.; Chiclana, F.
Non-dominance and attitudinal prioritisation methods for intuitionistic and interval-valued intuitionistic fuzzy preference relations
AUTHORS: Wu, J.; Chiclana, F.
The sampling method of defuzzification for type-2 fuzzy sets: Experimental evaluation
AUTHORS: Greenfield, S.; Chiclana, F.; John, R.; Coupland, S.
A social network representation for collaborative filtering recommender systems
AUTHORS: Pérez, L.G.; Chiclana, F.; Ahmadi, S.
Alpha-Level Aggregation: A Practical Approach to Type-1 OWA Operation for Aggregating Uncertain Information with Applications to Breast Cancer Treatments
AUTHORS: Zhou, Shang-Ming; Chiclana, Francisco; John, Robert I.; Garibaldi, Jonathan M.

IEEE Transactions on Knowledge and Data Engineering

Combining the alpha-Plane Representation with an Interval Defuzzification Method
AUTHORS: Greenfield, Sarah; Chiclana, Francisco

PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON MODELLING, SIMULATION AND APPLIED MATHEMATICS (MSAM2017)

Combining the α-plane representation with an interval defuzzification method
AUTHORS: Greenfield, S.; Chiclana, F.

Proceedings of the 7th Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2011 and French Days on Fuzzy Logic and Applications, LFA 2011

The type-1 OWA operator and the centroid of type-2 fuzzy sets
AUTHORS: Chiclana, F.; Zhou, S.-M.

Proceedings of the 7th Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2011 and French Days on Fuzzy Logic and Applications, LFA 2011