Ligang Zhou

Orcid: 0000-0003-4794-6146

According to our database1, Ligang Zhou authored at least 167 papers between 2006 and 2025.

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Bibliography

2025
Bounded rationality consensus reaching process with regret theory and weighted Moment estimation for multi-attribute group decision making.
Inf. Fusion, 2025

2024
A two-stage group stochastic preference analysis based on best-worst method.
Appl. Intell., November, 2024

PSEENet: A Pseudo-Siamese Neural Network Incorporating Electroencephalography and Electrooculography Characteristics for Heterogeneous Sleep Staging.
IEEE J. Biomed. Health Informatics, September, 2024

A new compatibility model for fuzzy group decision making by using trapezoidal fuzzy preference relations with COWA operator.
Int. J. Mach. Learn. Cybern., March, 2024

A statistical approach to large-scale group decision making with incomplete hesitant fuzzy linguistic information by incorporating risk attitude.
Expert Syst. Appl., March, 2024

A novel hybrid model for freight volume prediction based on the Baidu search index and emergency.
Neural Comput. Appl., January, 2024

BRT oil price combination forecasting based on the dispersion degree of triangular fuzzy numbers.
J. Intell. Fuzzy Syst., January, 2024

Multiple-attribute group decision-making method of linguistic q-rung orthopair fuzzy generalized power average operator based on DEMATEL.
J. Intell. Fuzzy Syst., January, 2024

Probabilistic consistency of stochastic multiplicative comparison matrices based on Monte Carlo simulation.
Inf. Sci., January, 2024

Stochastic group preference acceptability analysis for interval-valued multiplicative preference relations based on TODIM method.
Appl. Soft Comput., January, 2024

Multi-criteria constrained interval type-2 fuzzy decision-making: A space analysis perspective.
Inf. Sci., 2024

A decision-support model through online reviews: Consumer preference analysis and product ranking.
Inf. Process. Manag., 2024

Bounded rationality consensus reaching process with prospect theory and preventing individual weight manipulation for multi-attribute group decision making.
Inf. Fusion, 2024

A combination prediction model based on Theil coefficient and induced continuous aggregation operator for the prediction of Shanghai composite index.
Expert Syst. Appl., 2024

A two-stage stochastic preference analysis on group decision making with interval additive preference relations.
Expert Syst. Appl., 2024

Group consensus reaching process based on information measures with probabilistic linguistic preference relations.
Expert Syst. Appl., 2024

A new approach to MADM problems with belief distributions based on weighted similarity measure and regret theory.
Expert Syst. Appl., 2024

Trigonometric function-driven interval type-2 trapezoidal fuzzy information measures and their applications to multi-attribute decision-making.
Eng. Appl. Artif. Intell., 2024

Optimal consistency adjustment strategy and benevolent multiplicative data envelopment analysis for group decision-making with interval-probabilistic linguistic preference relations.
Eng. Appl. Artif. Intell., 2024

The SMAA-MABAC approach for healthcare supplier selection in belief distribution environment with uncertainties.
Eng. Appl. Artif. Intell., 2024

Double stochastic preference analysis on group decision making with interval additive preference relations.
Comput. Ind. Eng., 2024

A least-squares framework for developing interval type-2 fuzzy semantics.
Appl. Soft Comput., 2024

Maximum consensus model with individual tolerance and mixed DEA prospect cross-efficiency for multi-attribute group decision-making.
Appl. Soft Comput., 2024

A Hybrid Neonatal Sleep Staging Method based on Convolutional Neural Networks and Graph Neural Networks.
Proceedings of the 14th International Conference on Biomedical Engineering and Technology, 2024

Feature Pyramid Network and Gated Recurrent Unit-based Obstructive Events Detection from Nighttime Audio.
Proceedings of the 14th International Conference on Biomedical Engineering and Technology, 2024

2023
Continuous triangular fuzzy generalized OWA operator and its application to combined prediction.
Soft Comput., December, 2023

Supplier selection through interval type-2 trapezoidal fuzzy multi-attribute group decision-making method with logarithmic information measures.
Eng. Appl. Artif. Intell., November, 2023

Encoding words into interval type-2 fuzzy sets: The retained region approach.
Inf. Sci., June, 2023

Multiplicative Consistency and DEA Cross-Efficiency-Driven Decision-Making Method with Fuzzy Preference Relations.
Int. J. Fuzzy Syst., March, 2023

Selection of a solar water heater for large-scale group decision making with hesitant fuzzy linguistic preference relations based on the best-worst method.
Appl. Intell., February, 2023

Consensus Reaching Process With Multiobjective Optimization for Large-Scale Group Decision Making With Cooperative Game.
IEEE Trans. Fuzzy Syst., 2023

Group decision-making with multiplicative probabilistic linguistic preference relations based on consistency improvement and upgraded multiplicative DEA cross-efficiency.
J. Intell. Fuzzy Syst., 2023

Interval type-2 trapezoidal fuzzy multi-attribute decision-making method and its application to the corporate investment selection.
J. Intell. Fuzzy Syst., 2023

Exponential information measures-driven Pythagorean fuzzy MADM method and its application to new energy battery supplier evaluation problem.
J. Intell. Fuzzy Syst., 2023

An approach to linguistic q-rung orthopair fuzzy multi-attribute decision making with LINMAP based on Manhattan distance measure.
J. Intell. Fuzzy Syst., 2023

2-tuple linguistic decision-making with consistency adjustment strategy and data envelopment analysis.
Eng. Appl. Artif. Intell., 2023

A survey of collaborative decision-making: Bibliometrics, preliminaries, methodologies, applications and future directions.
Eng. Appl. Artif. Intell., 2023

2022
A Quantum Framework for Modeling Interference Effects in Linguistic Distribution Multiple Criteria Group Decision Making.
IEEE Trans. Syst. Man Cybern. Syst., 2022

An integrated generalized TODIM model for portfolio selection based on financial performance of firms.
Knowl. Based Syst., 2022

Linguistic q-rung orthopair fuzzy multiple-attribute group decision making based on the grey similarity degree and PROMETHEE II method.
J. Intell. Fuzzy Syst., 2022

Probabilistic linguistic term ordered weighted distance operator and its applications in public Eco-environment satisfaction evaluation.
J. Control. Decis., 2022

Consistency Adjustment Strategy and Multiplicative DEA Cross-Efficiency for Group Decision-Making with Probabilistic Linguistic Preference Relations.
Int. J. Fuzzy Syst., 2022

Clustering and compatibility-based approach for large-scale group decision making with hesitant fuzzy linguistic preference relations: An application in e-waste recycling.
Expert Syst. Appl., 2022

A forecasting system for deterministic and uncertain prediction of air pollution data.
Expert Syst. Appl., 2022

An integrated hesitant fuzzy linguistic model for multiple attribute group decision-making for health management center selection.
Comput. Ind. Eng., 2022

Consensus reaching for prospect cross-efficiency in data envelopment analysis with minimum adjustments.
Comput. Ind. Eng., 2022

2021
Expected consistency-based model and multiplicative DEA cross-efficiency for group decision-making with incomplete distribution linguistic preference relations.
J. Intell. Fuzzy Syst., 2021

A new multi-criteria group decision-making method based on consensus mechanism in an interval type-2 fuzzy environment.
J. Intell. Fuzzy Syst., 2021

Multi-criteria group decision-making for portfolio allocation with consensus reaching process under interval type-2 fuzzy environment.
Inf. Sci., 2021

A novel probabilistic linguistic decision-making method with consistency improvement algorithm and DEA cross-efficiency.
Eng. Appl. Artif. Intell., 2021

Generalized-TODIM Method for Multi-criteria Decision Making with Basic Uncertain Information and its Application.
CoRR, 2021

Idempotent Computing Rules and Novel Comparative Laws for Hesitant Fuzzy Cognitive Information and Their Application to Multiattribute Decision Making.
Cogn. Comput., 2021

Credit risk modeling on data with two timestamps in peer-to-peer lending by gradient boosting.
Appl. Soft Comput., 2021

A linguistic distribution behavioral multi-criteria group decision making model integrating extended generalized TODIM and quantum decision theory.
Appl. Soft Comput., 2021

2020
An improved fuzzy risk analysis by using a new similarity measure with center of gravity and area of trapezoidal fuzzy numbers.
Soft Comput., 2020

Decision-making model with fuzzy preference relations based on consistency local adjustment strategy and DEA.
Neural Comput. Appl., 2020

Optimal group selection model for large-scale group decision making.
Inf. Fusion, 2020

Basic uncertain information soft set and its application to multi-criteria group decision making.
Eng. Appl. Artif. Intell., 2020

Interval-Valued Pythagorean Hesitant Fuzzy Set and Its Application to Multiattribute Group Decision-Making.
Complex., 2020

A new computational model based on Archimedean copula for probabilistic unbalanced linguistic term set and its application to multiple attribute group decision making.
Comput. Ind. Eng., 2020

Algorithm for improving additive consistency of linguistic preference relations with an integer optimization model.
Appl. Soft Comput., 2020

Multi-stage optimization model for hesitant qualitative decision making with hesitant fuzzy linguistic preference relations.
Appl. Intell., 2020

Correlation Coefficients of Interval-Valued Pythagorean Hesitant Fuzzy Sets and Their Applications.
IEEE Access, 2020

Consistency Analysis and Priorities Deriving for Pythagorean Fuzzy Preference Relation in the "Computing in Memory".
IEEE Access, 2020

Consistency Analysis and Priority Weights for Pythagorean Fuzzy Preference Relations.
IEEE Access, 2020

2019
Additive Consistency of Hesitant Fuzzy Linguistic Preference Relation With a New Expansion Principle for Hesitant Fuzzy Linguistic Term Sets.
IEEE Trans. Fuzzy Syst., 2019

A consensus model for group decision making under trapezoidal fuzzy numbers environment.
Neural Comput. Appl., 2019

Group decision making with interval fuzzy preference relations based on DEA and stochastic simulation.
Neural Comput. Appl., 2019

A novel decomposition-ensemble approach to crude oil price forecasting with evolution clustering and combined model.
Int. J. Mach. Learn. Cybern., 2019

The probabilistic ordered weighted continuous OWA operator and its application in group decision making.
Int. J. Mach. Learn. Cybern., 2019

Consistency analysis and priority weights of multiplicative trapezoidal fuzzy preference relations based on multiplicative consistency and logarithmic least square model.
J. Intell. Fuzzy Syst., 2019

Rank aggregation based multi-attribute decision making with hybrid Z-information and its application.
J. Intell. Fuzzy Syst., 2019

An integrated approach to green supplier selection based on the interval type-2 fuzzy best-worst and extended VIKOR methods.
Inf. Sci., 2019

Automatic Iterative Algorithm with Local Revised Strategies to Improve the Consistency of Hesitant Fuzzy Linguistic Preference Relations.
Int. J. Fuzzy Syst., 2019

On Consistency and Priority Weights for Uncertain 2-Tuple Linguistic Preference Relations.
Int. J. Comput. Intell. Syst., 2019

Local feedback mechanism based on consistency-derived for consensus building in group decision making with hesitant fuzzy linguistic preference relations.
Comput. Ind. Eng., 2019

Enhancing multiple attribute group decision making flexibility based on information fusion technique and hesitant Pythagorean fuzzy sets.
Comput. Ind. Eng., 2019

A New Uncertainty Measure of Covering-Based Rough Interval-Valued Intuitionistic Fuzzy Sets.
IEEE Access, 2019

Novel Hesitant Fuzzy Linguistic Multi-Attribute Group Decision Making Method Based on Improved Supplementary Regulation and Operational Laws.
IEEE Access, 2019

Approach for Multi-Attribute Decision Making Based on Gini Aggregation Operator and Its Application to Carbon Supplier Selection.
IEEE Access, 2019

Integer Programming Modeling on Group Decision Making With Incomplete Hesitant Fuzzy Linguistic Preference Relations.
IEEE Access, 2019

An Improved Fully Convolutional Network for Learning Rich Building Features.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Probabilistic OWA distances applied to asset management.
Soft Comput., 2018

A new approach to fuzzy group decision making with trapezoidal fuzzy preference relations by using compatibility measure.
Neural Comput. Appl., 2018

Interval-Valued 2-Tuple Linguistic Induced Continuous Ordered Weighted Distance Measure and Its Application to Multiple Attribute Group Decision Making.
Informatica, 2018

The Novel Computational Model of Unbalanced Linguistic Variables Based on Archimedean Copula.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2018

A Novel Approach to Group Decision-Making with Interval-Valued Intuitionistic Fuzzy Preference Relations via Shapley Value.
Int. J. Fuzzy Syst., 2018

Hesitant Fuzzy Linguistic Term Soft Sets and Their Applications in Decision Making.
Int. J. Fuzzy Syst., 2018

Some new Hamacher aggregation operators under single-valued neutrosophic 2-tuple linguistic environment and their applications to multi-attribute group decision making.
Comput. Ind. Eng., 2018

Trend following in financial time series with multi-objective optimization.
Appl. Soft Comput., 2018

A fuzzy group decision making model with trapezoidal fuzzy preference relations based on compatibility measure and COWGA operator.
Appl. Intell., 2018

A Two-Branch Network with Semi-Supervised Learning for Hyperspectral Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Using New Version of Extended t-Norms and s-Norms for Aggregating Interval Linguistic Labels.
IEEE Trans. Syst. Man Cybern. Syst., 2017

A group decision making approach for trapezoidal fuzzy preference relations with compatibility measure.
Soft Comput., 2017

Predicting the listing statuses of Chinese-listed companies using decision trees combined with an improved filter feature selection method.
Knowl. Based Syst., 2017

Earthquake relief emergency logistics capacity evaluation model integrating cloud generalized information aggregation operators.
J. Intell. Fuzzy Syst., 2017

Posterior probability based ensemble strategy using optimizing decision directed acyclic graph for multi-class classification.
Inf. Sci., 2017

One versus one multi-class classification fusion using optimizing decision directed acyclic graph for predicting listing status of companies.
Inf. Fusion, 2017

A Fuzzy Group Decision Making and Its Application Based on Compatibility with Multiplicative Trapezoidal Fuzzy Preference Relations.
Int. J. Fuzzy Syst., 2017

Method of Multiple Attribute Group Decision Making Based on 2-Dimension Interval Type-2 Fuzzy Aggregation Operators with Multi-granularity Linguistic Information.
Int. J. Fuzzy Syst., 2017

Ranking Interval-Valued Fuzzy Numbers with Intuitionistic Fuzzy Possibility Degree and Its Application to Fuzzy Multi-Attribute Decision Making.
Int. J. Fuzzy Syst., 2017

A New Interval-valued 2-Tuple Linguistic Bonferroni Mean Operator and Its Application to Multiattribute Group Decision Making.
Int. J. Fuzzy Syst., 2017

2016
Scaled prioritized aggregation operators and their applications to decision making.
Soft Comput., 2016

Predicting the listing status of Chinese listed companies with multi-class classification models.
Inf. Sci., 2016

The optimal group continuous logarithm compatibility measure for interval multiplicative preference relations based on the COWGA operator.
Inf. Sci., 2016

A MAGDM Method Based on 2-Tuple Linguistic Heronian Mean and New Operational Laws.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2016

Approaches Based on Interval Type-2 Fuzzy Aggregation Operators for Multiple Attribute Group Decision Making.
Int. J. Fuzzy Syst., 2016

Generalized ordered modular averaging operator and its application to group decision making.
Fuzzy Sets Syst., 2016

Multiple attribute group decision making based on interval-valued hesitant fuzzy information measures.
Comput. Ind. Eng., 2016

An approach to linguistic group decision making based on unbalanced linguistic generalized power aggregation operator.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

A Consensus Accuracy Model for group decision making with [0, 1] reciprocal preference relations.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

2015
Generalized ordered weighted logarithmic harmonic averaging operators and their applications to group decision making.
Soft Comput., 2015

2-Tuple linguistic soft set and its application to group decision making.
Soft Comput., 2015

The performance of corporate financial distress prediction models with features selection guided by domain knowledge and data mining approaches.
Knowl. Based Syst., 2015

A comparison of dynamic hazard models and static models for predicting the special treatment of stocks in China with comprehensive variables.
J. Oper. Res. Soc., 2015

Some ILOWA operators and their applications to group decision making with additive linguistic preference relations.
J. Intell. Fuzzy Syst., 2015

Generalized exponential multiple averaging operator and its application to group decision making.
J. Intell. Fuzzy Syst., 2015

The properties of fuzzy number intuitionistic fuzzy prioritized operators and their applications to multi-criteria group decision making.
J. Intell. Fuzzy Syst., 2015

Some 2-tuple linguistic generalized power aggregation operators and their applications to multiple attribute group decision making.
J. Intell. Fuzzy Syst., 2015

Generalized Linguistic Ordered Weighted Hybrid Logarithm Averaging Operators and Applications to Group Decision Making.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2015

Uncertain linguistic fuzzy soft sets and their applications in group decision making.
Appl. Soft Comput., 2015

Multi-attribute decision making based on neutral averaging operators for intuitionistic fuzzy information.
Appl. Soft Comput., 2015

Upper signed k-domination number in graphs.
Ars Comb., 2015

2014
Compatibility of interval fuzzy preference relations with the COWA operator and its application to group decision making.
Soft Comput., 2014

On new operational laws of 2-tuple linguistic information using Archimedean t-norm and s-norm.
Knowl. Based Syst., 2014

Interval-valued intuitionistic fuzzy continuous weighted entropy and its application to multi-criteria fuzzy group decision making.
Knowl. Based Syst., 2014

On the properties of the generalized OWHA operators and their application to group decision making.
J. Intell. Fuzzy Syst., 2014

Intuitionistic fuzzy geometric interaction averaging operators and their application to multi-criteria decision making.
Inf. Sci., 2014

Generalized Ordered Weighted Proportional Averaging Operator and Its Application to Group Decision Making.
Informatica, 2014

On Compatibility of Interval Multiplicative Preference Relations Based on the COWGA Operator.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2014

Bankruptcy prediction using SVM models with a new approach to combine features selection and parameter optimisation.
Int. J. Syst. Sci., 2014

Generalized intuitionistic fuzzy geometric interaction operators and their application to decision making.
Expert Syst. Appl., 2014

Linguistic continuous ordered weighted distance measure and its application to multiple attributes group decision making.
Appl. Soft Comput., 2014

On compatibility of uncertain multiplicative linguistic preference relations based on the linguistic COWGA.
Appl. Intell., 2014

Predicting listing status of listed companies in China using adaboost approach.
Proceedings of the 10th International Conference on Natural Computation, 2014

2013
Performance of corporate bankruptcy prediction models on imbalanced dataset: The effect of sampling methods.
Knowl. Based Syst., 2013

Some Icowa Operators and their Applications to Group Decision Making with Interval Fuzzy Preference Relations.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2013

On Compatibility of uncertain Multiplicative Linguistic Preference Relations and its Application to Group Decision Making.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2013

The induced linguistic continuous ordered weighted geometric operator and its application to group decision making.
Comput. Ind. Eng., 2013

On compatibility of uncertain additive linguistic preference relations based on the linguistic COWA operator.
Appl. Soft Comput., 2013

Predicting the Removal of Special Treatment or Delisting Risk Warning for Listed Company in China with Adaboost.
Proceedings of the First International Conference on Information Technology and Quantitative Management, 2013

A Generalized Multi-Attribute Group Decision Making with Intuitionistic Fuzzy Set.
Proceedings of The Eighth International Conference on Bio-Inspired Computing: Theories and Applications, 2013

2012
Generalized logarithmic proportional averaging operators and their applications to group decision making.
Knowl. Based Syst., 2012

A generalization of the power aggregation operators for linguistic environment and its application in group decision making.
Knowl. Based Syst., 2012

Uncertain generalized aggregation operators.
Expert Syst. Appl., 2012

Empirical models based on features ranking techniques for corporate financial distress prediction.
Comput. Math. Appl., 2012

Generalized power aggregation operators and their applications in group decision making.
Comput. Ind. Eng., 2012

Corporate Financial Crisis Prediction Using SVM Models with Direct Search for Features Selection and Parameters Optimization.
Proceedings of the Fifth International Joint Conference on Computational Sciences and Optimization, 2012

2011
On compatibility of uncertain additive linguistic preference relations and its application in the group decision making.
Knowl. Based Syst., 2011

Continuous generalized OWA operator and its application to decision making.
Fuzzy Sets Syst., 2011

An approach to group decision making with interval fuzzy preference relations based on induced generalized continuous ordered weighted averaging operator.
Expert Syst. Appl., 2011

2010
Generalized ordered weighted logarithm aggregation operators and their applications to group decision making.
Int. J. Intell. Syst., 2010

Least squares support vector machines ensemble models for credit scoring.
Expert Syst. Appl., 2010

2009
Credit scoring using support vector machines with direct search for parameters selection.
Soft Comput., 2009

Credit Scoring Models with AUC Maximization Based on Weighted SVM.
Int. J. Inf. Technol. Decis. Mak., 2009

Benchmarking binary classification models on data sets with different degrees of imbalance.
Frontiers Comput. Sci. China, 2009

Adaboosting Neural Networks for Credit Scoring.
Proceedings of the Sixth International Symposium on Neural Networks, 2009

Weighted LS-SVM Credit Scoring Models with AUC Maximization by Direct Search.
Proceedings of the Second International Joint Conference on Computational Sciences and Optimization, 2009

Simulated Annealing Based Rule Extraction Algorithm for Credit Scoring Problem.
Proceedings of the Second International Joint Conference on Computational Sciences and Optimization, 2009

A New Approach with Convex Hull to Measure Classification Complexity of Credit Scoring Database.
Proceedings of the Business Intelligence: Artificial Intelligence in Business, 2009

2007
A Least Squares Fuzzy SVM Approach to Credit Risk Assessment.
Proceedings of the Fuzzy Information and Engineering, 2007

A Two-Phase Model Based on SVM and Conjoint Analysis for Credit Scoring.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

2006
Credit Risk Evaluation with Least Square Support Vector Machine.
Proceedings of the Rough Sets and Knowledge Technology, First International Conference, 2006

Self-Organizing-Map-Based Metamodeling for Massive Text Data Exploration.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

Neural Network Metalearning for Credit Scoring.
Proceedings of the Intelligent Computing, 2006

Credit Risk Analysis Using a Reliability-Based Neural Network Ensemble Model.
Proceedings of the Artificial Neural Networks, 2006

Research on Product Co-operative Design Based on User Experience.
Proceedings of the 10th International Conference on CSCW in Design, 2006


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