Research on Product Co-operative Design Based on User Experience. - Yanhe Zhang; Ying Yang; Ligang Zhou; Yunhe Pan (CSCWD, 2006)

Credit Risk Analysis Using a Reliability-Based Neural Network Ensemble Model. - Kin Keung Lai; Lean Yu; Shouyang Wang; Ligang Zhou (ICANN (2), 2006)

Neural Network Metalearning for Credit Scoring. - Kin Keung Lai; Lean Yu; Shouyang Wang; Ligang Zhou (ICIC (1), 2006)

Self-Organizing-Map-Based Metamodeling for Massive Text Data Exploration. - Kin Keung Lai; Lean Yu; Ligang Zhou; Shouyang Wang (ISNN (1), 2006)

Credit Risk Evaluation with Least Square Support Vector Machine. - Kin Keung Lai; Lean Yu; Ligang Zhou; Shouyang Wang (RSKT, 2006)

A Two-Phase Model Based on SVM and Conjoint Analysis for Credit Scoring. - Kin Keung Lai; Ligang Zhou; Lean Yu (International Conference on Computational Science (2), 2007)

A Least Squares Fuzzy SVM Approach to Credit Risk Assessment. - Lean Yu; Kin Keung Lai; Shouyang Wang; Ligang Zhou (ICFIE, 2007)

A New Approach with Convex Hull to Measure Classification Complexity of Credit Scoring Database. - Ligang Zhou; Kin Keung Lai; Jerome Yen (BIFE, 2009)

Simulated Annealing Based Rule Extraction Algorithm for Credit Scoring Problem. - Gang Dong; Kin Keung Lai; Ligang Zhou (CSO (2), 2009)

Weighted LS-SVM Credit Scoring Models with AUC Maximization by Direct Search. - Ligang Zhou; Kin Keung Lai (CSO (2), 2009)

Adaboosting Neural Networks for Credit Scoring. - Ligang Zhou; Kin Keung Lai (ISNN (4), 2009)

Benchmarking binary classification models on data sets with different degrees of imbalance. - Ligang Zhou; Kin Keung Lai (Frontiers Comput. Sci. China, 2009)

Credit Scoring Models with AUC Maximization Based on Weighted SVM. - Ligang Zhou; Kin Keung Lai; Jerome Yen (Int. J. Inf. Technol. Decis. Mak., 2009)

Credit scoring using support vector machines with direct search for parameters selection. - Ligang Zhou; Kin Keung Lai; Lean Yu (Soft Comput., 2009)

Least squares support vector machines ensemble models for credit scoring. - Ligang Zhou; Kin Keung Lai; Lean Yu (Expert Syst. Appl., 2010)

Generalized ordered weighted logarithm aggregation operators and their applications to group decision making. - Ligang Zhou; Huayou Chen (Int. J. Intell. Syst., 2010)

An approach to group decision making with interval fuzzy preference relations based on induced generalized continuous ordered weighted averaging operator. - Huayou Chen; Ligang Zhou (Expert Syst. Appl., 2011)

Continuous generalized OWA operator and its application to decision making. - Ligang Zhou; Huayou Chen (Fuzzy Sets Syst., 2011)

On compatibility of uncertain additive linguistic preference relations and its application in the group decision making. - Huayou Chen; Ligang Zhou; Bing Han (Knowl. Based Syst., 2011)

Corporate Financial Crisis Prediction Using SVM Models with Direct Search for Features Selection and Parameters Optimization. - Ligang Zhou; Kin Keung Lai (CSO, 2012)

Generalized power aggregation operators and their applications in group decision making. - Ligang Zhou; Huayou Chen; Jinpei Liu (Comput. Ind. Eng., 2012)

Empirical models based on features ranking techniques for corporate financial distress prediction. - Ligang Zhou; Kin Keung Lai; Jerome Yen (Comput. Math. Appl., 2012)

Uncertain generalized aggregation operators. - Ligang Zhou; Huayou Chen; José M. Merigó; Anna Maria Gil Lafuente (Expert Syst. Appl., 2012)

A generalization of the power aggregation operators for linguistic environment and its application in group decision making. - Ligang Zhou; Huayou Chen (Knowl. Based Syst., 2012)

Generalized logarithmic proportional averaging operators and their applications to group decision making. - Ligang Zhou; Huayou Chen; Jinpei Liu (Knowl. Based Syst., 2012)

A Generalized Multi-Attribute Group Decision Making with Intuitionistic Fuzzy Set. - Zhifu Tao; Huayou Chen; Weiyuan Zou; Ligang Zhou; Jinpei Liu (BIC-TA, 2013)

Predicting the Removal of Special Treatment or Delisting Risk Warning for Listed Company in China with Adaboost. - Ligang Zhou (ITQM, 2013)

On compatibility of uncertain additive linguistic preference relations based on the linguistic COWA operator. - Ligang Zhou; Huayou Chen (Appl. Soft Comput., 2013)

The induced linguistic continuous ordered weighted geometric operator and its application to group decision making. - Ligang Zhou; Huayou Chen (Comput. Ind. Eng., 2013)

On Compatibility of uncertain Multiplicative Linguistic Preference Relations and its Application to Group Decision Making. - Ligang Zhou; Huayou Chen (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2013)

Some Icowa Operators and their Applications to Group Decision Making with Interval Fuzzy Preference Relations. - Ligang Zhou; Zhifu Tao; Huayou Chen; Jinpei Liu (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2013)

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

Predicting listing status of listed companies in China using adaboost approach. - Ligang Zhou (ICNC, 2014)

On compatibility of uncertain multiplicative linguistic preference relations based on the linguistic COWGA. - Ligang Zhou; Yingdong He; Huayou Chen; Jinpei Liu (Appl. Intell., 2014)

Linguistic continuous ordered weighted distance measure and its application to multiple attributes group decision making. - Ligang Zhou; Jingxiang Wu; Huayou Chen (Appl. Soft Comput., 2014)

Generalized intuitionistic fuzzy geometric interaction operators and their application to decision making. - Yingdong He; Huayou Chen; Ligang Zhou; Bing Han; Qianyi Zhao; Jinpei Liu (Expert Syst. Appl., 2014)

Bankruptcy prediction using SVM models with a new approach to combine features selection and parameter optimisation. - Ligang Zhou; Kin Keung Lai; Jerome Yen (Int. J. Syst. Sci., 2014)

On Compatibility of Interval Multiplicative Preference Relations Based on the COWGA Operator. - Ligang Zhou; Yingdong He; Huayou Chen; Jinpei Liu (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2014)

Generalized Ordered Weighted Proportional Averaging Operator and Its Application to Group Decision Making. - Ligang Zhou; Huayou Chen (Informatica, 2014)

Intuitionistic fuzzy geometric interaction averaging operators and their application to multi-criteria decision making. - Yingdong He; Huayou Chen; Ligang Zhou; Jinpei Liu; Zhifu Tao (Inf. Sci., 2014)

On the properties of the generalized OWHA operators and their application to group decision making. - Jinpei Liu; Huayou Chen; Ligang Zhou; Zhifu Tao; Yingdong He (J. Intell. Fuzzy Syst., 2014)

Interval-valued intuitionistic fuzzy continuous weighted entropy and its application to multi-criteria fuzzy group decision making. - Feifei Jin; Lidan Pei; Huayou Chen; Ligang Zhou (Knowl. Based Syst., 2014)

On new operational laws of 2-tuple linguistic information using Archimedean t-norm and s-norm. - Zhifu Tao; Huayou Chen; Ligang Zhou; Jinpei Liu (Knowl. Based Syst., 2014)

Compatibility of interval fuzzy preference relations with the COWA operator and its application to group decision making. - Ligang Zhou; Yingdong He; Huayou Chen; Jinpei Liu (Soft Comput., 2014)

Upper signed k-domination number in graphs. - Ligang Zhou; Erfang Shan; Yancai Zhao (Ars Comb., 2015)

Multi-attribute decision making based on neutral averaging operators for intuitionistic fuzzy information. - Yingdong He; Huayou Chen; Zhen He 001; Ligang Zhou (Appl. Soft Comput., 2015)

Uncertain linguistic fuzzy soft sets and their applications in group decision making. - Zhifu Tao; Huayou Chen; Xia Song; Ligang Zhou; Jinpei Liu (Appl. Soft Comput., 2015)

Generalized Linguistic Ordered Weighted Hybrid Logarithm Averaging Operators and Applications to Group Decision Making. - Jinpei Liu; Huayou Chen; Ligang Zhou; Zhifu Tao (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2015)

Some 2-tuple linguistic generalized power aggregation operators and their applications to multiple attribute group decision making. - Qun Wu; Peng Wu 010; Yuanyuan Zhou; Ligang Zhou; Huayou Chen; Xiyuan Ma (J. Intell. Fuzzy Syst., 2015)

The properties of fuzzy number intuitionistic fuzzy prioritized operators and their applications to multi-criteria group decision making. - Qianyi Zhao; Huayou Chen; Ligang Zhou; Zhifu Tao; Xi Liu 010 (J. Intell. Fuzzy Syst., 2015)

Generalized exponential multiple averaging operator and its application to group decision making. - Ligang Zhou; Peng Wu 010; Chenyi Fu; Huayou Chen; Jinpei Liu (J. Intell. Fuzzy Syst., 2015)

Some ILOWA operators and their applications to group decision making with additive linguistic preference relations. - Ligang Zhou; Yuanyuan Zhou; Xi Liu 010; Huayou Chen (J. Intell. Fuzzy Syst., 2015)

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

The performance of corporate financial distress prediction models with features selection guided by domain knowledge and data mining approaches. - Ligang Zhou; Dong Lu; Hamido Fujita (Knowl. Based Syst., 2015)

2-Tuple linguistic soft set and its application to group decision making. - Zhifu Tao; Huayou Chen; Ligang Zhou; Jinpei Liu (Soft Comput., 2015)

Generalized ordered weighted logarithmic harmonic averaging operators and their applications to group decision making. - Ligang Zhou; Zhifu Tao; Huayou Chen; Jinpei Liu (Soft Comput., 2015)

A Consensus Accuracy Model for group decision making with [0, 1] reciprocal preference relations. - Ligang Zhou; Feng Wang; Peng Wu 010; Huayou Chen (FUZZ-IEEE, 2016)

An approach to linguistic group decision making based on unbalanced linguistic generalized power aggregation operator. - Jiaming Zhu; Bing Han; Huayou Chen; Ligang Zhou (FUZZ-IEEE, 2016)

Multiple attribute group decision making based on interval-valued hesitant fuzzy information measures. - Feifei Jin; Zhiwei Ni; Huayou Chen; Yaping Li; Ligang Zhou (Comput. Ind. Eng., 2016)

Generalized ordered modular averaging operator and its application to group decision making. - Jinpei Liu; Huayou Chen; Qin Xu; Ligang Zhou; Zhifu Tao (Fuzzy Sets Syst., 2016)

Approaches Based on Interval Type-2 Fuzzy Aggregation Operators for Multiple Attribute Group Decision Making. - Xiyuan Ma; Peng Wu 010; Ligang Zhou; Huayou Chen; Tong Zheng; Jianqiao Ge (Int. J. Fuzzy Syst., 2016)

A MAGDM Method Based on 2-Tuple Linguistic Heronian Mean and New Operational Laws. - Xi Liu 010; Zhifu Tao; Huayou Chen; Ligang Zhou (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2016)

The optimal group continuous logarithm compatibility measure for interval multiplicative preference relations based on the COWGA operator. - Ligang Zhou; José M. Merigó; Huayou Chen; Jinpei Liu (Inf. Sci., 2016)

Predicting the listing status of Chinese listed companies with multi-class classification models. - Ligang Zhou; Kwo Ping Tam; Hamido Fujita (Inf. Sci., 2016)

Scaled prioritized aggregation operators and their applications to decision making. - Yingdong He; Huayou Chen; Zhen He 001; Guodong Wang 003; Ligang Zhou (Soft Comput., 2016)

A New Interval-valued 2-Tuple Linguistic Bonferroni Mean Operator and Its Application to Multiattribute Group Decision Making. - Xi Liu 010; Zhifu Tao; Huayou Chen; Ligang Zhou (Int. J. Fuzzy Syst., 2017)

Ranking Interval-Valued Fuzzy Numbers with Intuitionistic Fuzzy Possibility Degree and Its Application to Fuzzy Multi-Attribute Decision Making. - Zhifu Tao; Xi Liu 010; Huayou Chen; Ligang Zhou (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. - Qun Wu; Feng Wang; Ligang Zhou; Huayou Chen (Int. J. Fuzzy Syst., 2017)

A Fuzzy Group Decision Making and Its Application Based on Compatibility with Multiplicative Trapezoidal Fuzzy Preference Relations. - Peng Wu 010; Ligang Zhou; Tong Zheng; Huayou Chen (Int. J. Fuzzy Syst., 2017)

One versus one multi-class classification fusion using optimizing decision directed acyclic graph for predicting listing status of companies. - Ligang Zhou; Qingyang Wang; Hamido Fujita (Inf. Fusion, 2017)

Posterior probability based ensemble strategy using optimizing decision directed acyclic graph for multi-class classification. - Ligang Zhou; Hamido Fujita (Inf. Sci., 2017)

Earthquake relief emergency logistics capacity evaluation model integrating cloud generalized information aggregation operators. - Xianjun Guan; Li Qian; Mengxin Li; Huayou Chen; Ligang Zhou (J. Intell. Fuzzy Syst., 2017)

Predicting the listing statuses of Chinese-listed companies using decision trees combined with an improved filter feature selection method. - Ligang Zhou; Yain-Whar Si; Hamido Fujita (Knowl. Based Syst., 2017)

A group decision making approach for trapezoidal fuzzy preference relations with compatibility measure. - Yuanyuan Zhou; Linghua Cheng; Ligang Zhou; Huayou Chen; Jianqiao Ge (Soft Comput., 2017)

Using New Version of Extended t-Norms and s-Norms for Aggregating Interval Linguistic Labels. - Zhifu Tao; Xi Liu 010; Huayou Chen; Ligang Zhou (IEEE Trans. Syst. Man Cybern. Syst., 2017)

A Two-Branch Network with Semi-Supervised Learning for Hyperspectral Classification. - Shuai Fang; Dou Quan; Shuang Wang 001; Lei Zhang; Ligang Zhou (IGARSS, 2018)

A fuzzy group decision making model with trapezoidal fuzzy preference relations based on compatibility measure and COWGA operator. - Peng Wu 010; Shuhan Liu; Ligang Zhou; Huayou Chen (Appl. Intell., 2018)

Trend following in financial time series with multi-objective optimization. - Jingyuan Liu; Yain-Whar Si; Defu Zhang; Ligang Zhou (Appl. Soft Comput., 2018)

Some new Hamacher aggregation operators under single-valued neutrosophic 2-tuple linguistic environment and their applications to multi-attribute group decision making. - Qun Wu; Peng Wu 010; Ligang Zhou; Huayou Chen; Xianjun Guan (Comput. Ind. Eng., 2018)

Hesitant Fuzzy Linguistic Term Soft Sets and Their Applications in Decision Making. - Xi Liu 010; Huayou Chen; Ligang Zhou (Int. J. Fuzzy Syst., 2018)

A Novel Approach to Group Decision-Making with Interval-Valued Intuitionistic Fuzzy Preference Relations via Shapley Value. - Han Zhou; Xiyuan Ma; Ligang Zhou; Huayou Chen; Weiran Ding (Int. J. Fuzzy Syst., 2018)

The Novel Computational Model of Unbalanced Linguistic Variables Based on Archimedean Copula. - Zhifu Tao; Bing Han; Ligang Zhou; Huayou Chen (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2018)

Interval-Valued 2-Tuple Linguistic Induced Continuous Ordered Weighted Distance Measure and Its Application to Multiple Attribute Group Decision Making. - Xi Liu 010; Bing Han; Huayou Chen; Ligang Zhou (Informatica, 2018)

A new approach to fuzzy group decision making with trapezoidal fuzzy preference relations by using compatibility measure. - Yuanyuan Zhou; Jiaming Zhu; Ligang Zhou; Huayou Chen; Tong Zheng (Neural Comput. Appl., 2018)

Probabilistic OWA distances applied to asset management. - José M. Merigó; Ligang Zhou; Dejian Yu; Nabil Ali Alrajeh; Khalid Abdulaziz Alnowibet (Soft Comput., 2018)

An Improved Fully Convolutional Network for Learning Rich Building Features. - Shuang Wang 001; Ligang Zhou; Pei He; Dou Quan; Qing Zhao; Xuefeng Liang; Biao Hou (IGARSS, 2019)

Integer Programming Modeling on Group Decision Making With Incomplete Hesitant Fuzzy Linguistic Preference Relations. - Peng Wu 010; Hongyan Li; José M. Merigó; Ligang Zhou (IEEE Access, 2019)

Approach for Multi-Attribute Decision Making Based on Gini Aggregation Operator and Its Application to Carbon Supplier Selection. - Peng Xiao 002; Mingyue Liu; Hongyan Li; Qun Wu; Ligang Zhou; Huayou Chen; Lin Li (IEEE Access, 2019)

Novel Hesitant Fuzzy Linguistic Multi-Attribute Group Decision Making Method Based on Improved Supplementary Regulation and Operational Laws. - Peng Xiao 002; Qun Wu; Hongyan Li; Ligang Zhou; Zhifu Tao; Jinpei Liu (IEEE Access, 2019)

A New Uncertainty Measure of Covering-Based Rough Interval-Valued Intuitionistic Fuzzy Sets. - Tingting Zheng; Maoyin Zhang; Wanrong Zheng; Ligang Zhou (IEEE Access, 2019)

Enhancing multiple attribute group decision making flexibility based on information fusion technique and hesitant Pythagorean fuzzy sets. - Qun Wu; Wenhao Lin; Ligang Zhou; Yu Chen; Huayou Chen (Comput. Ind. Eng., 2019)

Local feedback mechanism based on consistency-derived for consensus building in group decision making with hesitant fuzzy linguistic preference relations. - Peng Wu 010; Jiaming Zhu; Ligang Zhou; Huayou Chen (Comput. Ind. Eng., 2019)

On Consistency and Priority Weights for Uncertain 2-Tuple Linguistic Preference Relations. - Peng Wu 010; Jiaming Zhu; Ligang Zhou; Huayou Chen; Yu Chen (Int. J. Comput. Intell. Syst., 2019)

Automatic Iterative Algorithm with Local Revised Strategies to Improve the Consistency of Hesitant Fuzzy Linguistic Preference Relations. - Peng Wu 010; Jiaming Zhu; Ligang Zhou; Huayou Chen (Int. J. Fuzzy Syst., 2019)

An integrated approach to green supplier selection based on the interval type-2 fuzzy best-worst and extended VIKOR methods. - Qun Wu; Ligang Zhou; Yu Chen; Huayou Chen (Inf. Sci., 2019)

Rank aggregation based multi-attribute decision making with hybrid Z-information and its application. - Zhifu Tao; Xi Liu 010; Ligang Zhou; Huayou Chen (J. Intell. Fuzzy Syst., 2019)

Consistency analysis and priority weights of multiplicative trapezoidal fuzzy preference relations based on multiplicative consistency and logarithmic least square model. - Peng Wu 010; Hongyan Li; Ligang Zhou; Huayou Chen (J. Intell. Fuzzy Syst., 2019)

The probabilistic ordered weighted continuous OWA operator and its application in group decision making. - Xi Liu 010; Bing Han; Huayou Chen; Ligang Zhou (Int. J. Mach. Learn. Cybern., 2019)

A novel decomposition-ensemble approach to crude oil price forecasting with evolution clustering and combined model. - Jiaming Zhu; Jinpei Liu; Peng Wu 010; Huayou Chen; Ligang Zhou (Int. J. Mach. Learn. Cybern., 2019)

Group decision making with interval fuzzy preference relations based on DEA and stochastic simulation. - Jinpei Liu; Qin Xu; Huayou Chen; Ligang Zhou; Jiaming Zhu; Zhifu Tao (Neural Comput. Appl., 2019)

A consensus model for group decision making under trapezoidal fuzzy numbers environment. - Peng Wu 010; Qun Wu; Ligang Zhou; Huayou Chen; Han Zhou (Neural Comput. Appl., 2019)

Additive Consistency of Hesitant Fuzzy Linguistic Preference Relation With a New Expansion Principle for Hesitant Fuzzy Linguistic Term Sets. - Peng Wu 010; Ligang Zhou; Huayou Chen; Zhifu Tao (IEEE Trans. Fuzzy Syst., 2019)

Consistency Analysis and Priority Weights for Pythagorean Fuzzy Preference Relations. - Meiqian Chen; Wenhao Lin; Ligang Zhou (IEEE Access, 2020)

Consistency Analysis and Priorities Deriving for Pythagorean Fuzzy Preference Relation in the "Computing in Memory". - Li Zhang 083; Ligang Zhou; Kaifang Yang (IEEE Access, 2020)

Correlation Coefficients of Interval-Valued Pythagorean Hesitant Fuzzy Sets and Their Applications. - Tingting Zheng; Maoyin Zhang; Longmei Li; Qiuyue Wu; Ligang Zhou (IEEE Access, 2020)

Multi-stage optimization model for hesitant qualitative decision making with hesitant fuzzy linguistic preference relations. - Peng Wu 010; Ligang Zhou; Huayou Chen; Zhifu Tao (Appl. Intell., 2020)

Algorithm for improving additive consistency of linguistic preference relations with an integer optimization model. - Peng Wu 010; Jinpei Liu; Ligang Zhou; Huayou Chen (Appl. Soft Comput., 2020)

A new computational model based on Archimedean copula for probabilistic unbalanced linguistic term set and its application to multiple attribute group decision making. - Bing Han; Zhifu Tao; Huayou Chen; Ligang Zhou; Jinpei Liu (Comput. Ind. Eng., 2020)

Interval-Valued Pythagorean Hesitant Fuzzy Set and Its Application to Multiattribute Group Decision-Making. - Maoyin Zhang; Tingting Zheng; Wanrong Zheng; Ligang Zhou (Complex., 2020)

Basic uncertain information soft set and its application to multi-criteria group decision making. - Zhifu Tao; Ziyue Shao; Jinpei Liu; Ligang Zhou; Huayou Chen (Eng. Appl. Artif. Intell., 2020)

Optimal group selection model for large-scale group decision making. - Peng Wu 010; Qun Wu; Ligang Zhou; Huayou Chen (Inf. Fusion, 2020)

Decision-making model with fuzzy preference relations based on consistency local adjustment strategy and DEA. - Feifei Jin; Lidan Pei; Jinpei Liu; Ligang Zhou; Huayou Chen (Neural Comput. Appl., 2020)

An improved fuzzy risk analysis by using a new similarity measure with center of gravity and area of trapezoidal fuzzy numbers. - Peng Wu 010; Ligang Zhou; Huayou Chen; Han Zhou (Soft Comput., 2020)

A linguistic distribution behavioral multi-criteria group decision making model integrating extended generalized TODIM and quantum decision theory. - Qun Wu; Xinwang Liu 001; Jindong Qin; Weizhong Wang; Ligang Zhou (Appl. Soft Comput., 2021)

Credit risk modeling on data with two timestamps in peer-to-peer lending by gradient boosting. - Ligang Zhou; Hamido Fujita; Hao Ding; Rui Ma (Appl. Soft Comput., 2021)

Idempotent Computing Rules and Novel Comparative Laws for Hesitant Fuzzy Cognitive Information and Their Application to Multiattribute Decision Making. - Zhifu Tao; Ligang Zhou; Jinpei Liu; Huayou Chen (Cogn. Comput., 2021)

Generalized-TODIM Method for Multi-criteria Decision Making with Basic Uncertain Information and its Application. - Zhiyuan Zhou; Kai Xuan; Zhifu Tao; Ligang Zhou (CoRR, 2021)

A novel probabilistic linguistic decision-making method with consistency improvement algorithm and DEA cross-efficiency. - Jinpei Liu; Yun Zheng; Ligang Zhou; Feifei Jin; Huayou Chen (Eng. Appl. Artif. Intell., 2021)

Multi-criteria group decision-making for portfolio allocation with consensus reaching process under interval type-2 fuzzy environment. - Qun Wu; Xinwang Liu 001; Jindong Qin; Ligang Zhou (Inf. Sci., 2021)

A new multi-criteria group decision-making method based on consensus mechanism in an interval type-2 fuzzy environment. - Hongyan Li; Peng Wu; Ligang Zhou; Huayou Chen (J. Intell. Fuzzy Syst., 2021)

Expected consistency-based model and multiplicative DEA cross-efficiency for group decision-making with incomplete distribution linguistic preference relations. - Jinpei Liu; Longlong Shao; Ligang Zhou; Feifei Jin (J. Intell. Fuzzy Syst., 2021)

Consensus reaching for prospect cross-efficiency in data envelopment analysis with minimum adjustments. - Qun Wu; Xinwang Liu 001; Jindong Qin; Ligang Zhou; Hari Krishna Garg; Abbas Mardani (Comput. Ind. Eng., 2022)

An integrated hesitant fuzzy linguistic model for multiple attribute group decision-making for health management center selection. - Peng Wu; Ligang Zhou; Luis Martínez (Comput. Ind. Eng., 2022)

A forecasting system for deterministic and uncertain prediction of air pollution data. - Zhenni Ding; Huayou Chen; Ligang Zhou; Zicheng Wang (Expert Syst. Appl., 2022)

Clustering and compatibility-based approach for large-scale group decision making with hesitant fuzzy linguistic preference relations: An application in e-waste recycling. - Chengli Zheng; Yuanyuan Zhou; Ligang Zhou; Huayou Chen (Expert Syst. Appl., 2022)

Consistency Adjustment Strategy and Multiplicative DEA Cross-Efficiency for Group Decision-Making with Probabilistic Linguistic Preference Relations. - Jinpei Liu; Longlong Shao; Ligang Zhou; Feifei Jin (Int. J. Fuzzy Syst., 2022)

Probabilistic linguistic term ordered weighted distance operator and its applications in public Eco-environment satisfaction evaluation. - Xi Liu 010; Zhifu Tao; Huayou Chen; Ligang Zhou (J. Control. Decis., 2022)

An integrated generalized TODIM model for portfolio selection based on financial performance of firms. - Qun Wu; Xinwang Liu 001; Jindong Qin; Ligang Zhou; Abbas Mardani; Muhammet Deveci (Knowl. Based Syst., 2022)

A Quantum Framework for Modeling Interference Effects in Linguistic Distribution Multiple Criteria Group Decision Making. - Qun Wu; Xinwang Liu 001; Ligang Zhou; Zhifu Tao; Jindong Qin (IEEE Trans. Syst. Man Cybern. Syst., 2022)

A survey of collaborative decision-making: Bibliometrics, preliminaries, methodologies, applications and future directions. - Yuhang Cai; Feifei Jin; Jinpei Liu; Ligang Zhou; Zhifu Tao (Eng. Appl. Artif. Intell., 2023)

2-tuple linguistic decision-making with consistency adjustment strategy and data envelopment analysis. - Feifei Jin; Shuyan Guo; Yuhang Cai; Jinpei Liu; Ligang Zhou (Eng. Appl. Artif. Intell., 2023)

Consensus Reaching Process With Multiobjective Optimization for Large-Scale Group Decision Making With Cooperative Game. - Peng Wu 010; Fengen Li; Jie Zhao 006; Ligang Zhou; Luis Martínez-López 001 (IEEE Trans. Fuzzy Syst., 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. - Yuanyuan Zhou; Chengli Zheng; Ligang Zhou; Huayou Chen (Appl. Intell., 2023)

Multiplicative Consistency and DEA Cross-Efficiency-Driven Decision-Making Method with Fuzzy Preference Relations. - Feifei Jin; Yuhang Cai; Ligang Zhou (Int. J. Fuzzy Syst., 2023)

Encoding words into interval type-2 fuzzy sets: The retained region approach. - Hao Li 081; Xianchao Dai; Ligang Zhou; Qun Wu (Inf. Sci., 2023)

Supplier selection through interval type-2 trapezoidal fuzzy multi-attribute group decision-making method with logarithmic information measures. - Feifei Jin; Yiqing Zhao; Xiaozeng Zheng; Ligang Zhou (Eng. Appl. Artif. Intell., 2023)

Continuous triangular fuzzy generalized OWA operator and its application to combined prediction. - Zhicheng Hu; Ligang Zhou; Kai Zhang; Yixiang Wang (Soft Comput., 2023)

A Multi-channel Eye-Mask-based Wearable System for Accurate Eye Movement Recognition and Saccadic Angle Estimation. - Zheng Zeng; Linkai Tao; Ligang Zhou; Xia Hu 002; Wei Yuan 005; Chen Chen 039; Wei Chen 015 (EMBC, 2024)

Feature Pyramid Network and Gated Recurrent Unit-based Obstructive Events Detection from Nighttime Audio. - Xia Hu 002; Huiping Luo; Ligang Zhou; Rui Fang; Zheng Zeng; Jingchun Luo; Chen Chen 039; Wei Chen 015 (ICBET, 2024)

A Hybrid Neonatal Sleep Staging Method based on Convolutional Neural Networks and Graph Neural Networks. - Ligang Zhou; Xia Hu 002; Zheng Zeng; Laishuan Wang; Yan Xu; Chen Chen 039; Wei Chen 015 (ICBET, 2024)

Maximum consensus model with individual tolerance and mixed DEA prospect cross-efficiency for multi-attribute group decision-making. - Huayou Chen; Longlong Shao; Ligang Zhou; Jinpei Liu (Appl. Soft Comput., 2024)

A least-squares framework for developing interval type-2 fuzzy semantics. - Hao Li 081; Xianchao Dai; Ligang Zhou; Qun Wu; Muhammet Deveci; Dragan Pamucar (Appl. Soft Comput., 2024)

Double stochastic preference analysis on group decision making with interval additive preference relations. - Jiabei Li; Ligang Zhou; Qun Wu; Yiwen Zhang; Muhammet Deveci; Dragan Pamucar (Comput. Ind. Eng., 2024)

The SMAA-MABAC approach for healthcare supplier selection in belief distribution environment with uncertainties. - Xianchao Dai; Hao Li 081; Ligang Zhou; Qun Wu (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. - Jinpei Liu; Anxing Bao; Feifei Jin; Longlong Shao; Ligang Zhou (Eng. Appl. Artif. Intell., 2024)

Trigonometric function-driven interval type-2 trapezoidal fuzzy information measures and their applications to multi-attribute decision-making. - Lidan Pei; Fujing Cheng; Shuyan Guo; A-min Chen; Feifei Jin; Ligang Zhou (Eng. Appl. Artif. Intell., 2024)

A new approach to MADM problems with belief distributions based on weighted similarity measure and regret theory. - Xianchao Dai; Hao Li 081; Ligang Zhou (Expert Syst. Appl., 2024)

Group consensus reaching process based on information measures with probabilistic linguistic preference relations. - Feifei Jin; Xiaozeng Zheng; Jinpei Liu; Ligang Zhou; Huayou Chen (Expert Syst. Appl., 2024)

A two-stage stochastic preference analysis on group decision making with interval additive preference relations. - Jiabei Li; Ligang Zhou; Luis Martínez 001; Muhammet Deveci; Qun Wu (Expert Syst. Appl., 2024)

A combination prediction model based on Theil coefficient and induced continuous aggregation operator for the prediction of Shanghai composite index. - Yixiang Wang; Zhicheng Hu; Kai Zhang; Jiayi Zhou; Ligang Zhou (Expert Syst. Appl., 2024)

Bounded rationality consensus reaching process with prospect theory and preventing individual weight manipulation for multi-attribute group decision making. - Feifei Jin; Hui Lin; Ligang Zhou (Inf. Fusion, 2024)

A decision-support model through online reviews: Consumer preference analysis and product ranking. - Peng Wu; Tianjian Tang; Ligang Zhou; Luis Martínez (Inf. Process. Manag., 2024)

Multi-criteria constrained interval type-2 fuzzy decision-making: A space analysis perspective. - Hao Li 081; Xianchao Dai; Ligang Zhou; Wenming Yang (Inf. Sci., 2024)

Stochastic group preference acceptability analysis for interval-valued multiplicative preference relations based on TODIM method. - Ke Zhang; Ligang Zhou; Xianchao Dai; Hao Li 081 (Appl. Soft Comput., 2024)

Probabilistic consistency of stochastic multiplicative comparison matrices based on Monte Carlo simulation. - Yixin Wang; Ligang Zhou; Hao Li 081; Xianchao Dai (Inf. Sci., 2024)

BRT oil price combination forecasting based on the dispersion degree of triangular fuzzy numbers. - Kai Zhang; Yixiang Wang; Zhicheng Hu; Ligang Zhou (J. Intell. Fuzzy Syst., 2024)

A novel hybrid model for freight volume prediction based on the Baidu search index and emergency. - Jinpei Liu; Na Chu; Piao Wang; Ligang Zhou; Huayou Chen (Neural Comput. Appl., 2024)

A statistical approach to large-scale group decision making with incomplete hesitant fuzzy linguistic information by incorporating risk attitude. - Yuanyuan Zhou; Chengli Zheng; Peng Wu 010; Ligang Zhou (Expert Syst. Appl., 2024)

A new compatibility model for fuzzy group decision making by using trapezoidal fuzzy preference relations with COWA operator. - Yuanyuan Zhou; Chengli Zheng; Peng Wu 010; Ligang Zhou (Int. J. Mach. Learn. Cybern., 2024)

PSEENet: A Pseudo-Siamese Neural Network Incorporating Electroencephalography and Electrooculography Characteristics for Heterogeneous Sleep Staging. - Wei Zhou; Ning Shen; Ligang Zhou; Minghui Liu; Yiyuan Zhang; Cong Fu 011; Huan Yu; Feng Shu 001; Wei Chen 015; Chen Chen 039 (IEEE J. Biomed. Health Informatics, 2024)

A two-stage group stochastic preference analysis based on best-worst method. - Ning Dai; Ligang Zhou; Qun Wu (Appl. Intell., 2024)

A Bayesian Framework for Modelling the Trust Relationships to Group Decision Making Problems. - Xianchao Dai; Hao Li 081; Ligang Zhou; Qun Wu; Weiping Ding 001; Muhammet Deveci (IEEE Trans. Fuzzy Syst., 2024)

Stochastic consensus for uncertain multiple attribute group decision-making problem in belief distribution environment. - Xianchao Dai; Hao Li 081; Ligang Zhou; Qun Wu (Appl. Soft Comput., 2025)

A mixed integer programming driven consensus reaching process for multi-attribute group decision-making under probabilistic linguistic environment. - Peng Wu 010; Zhiyuan Jiang; Jinpei Liu; Ligang Zhou; Luis Martínez 001 (Comput. Ind. Eng., 2025)

A distribution linguistic group decision-making method considering twin multiplicative data envelopment analysis regret-rejoice cross-efficiency. - Jinpei Liu; Tianqi Shui; Longlong Shao; Feifei Jin; Ligang Zhou (Eng. Appl. Artif. Intell., 2025)

Stochastic distributed preference relation analysis based on a new uncertainty allocation model. - Xianchao Dai; Hao Li 081; Ligang Zhou; Bing Han; Qun Wu (Expert Syst. Appl., 2025)

An integrated consensus-oriented decision-making framework for exploring the barriers and applications of medical digital twins. - Qun Wu; Weiqi Tan; Ligang Zhou; Muhammet Deveci; Weiping Ding 001; Luis Martínez-López 001; Dragan Pamucar (Expert Syst. Appl., 2025)

The multi-criteria ranking method for criterion-oriented regret three-way decision. - Weidong Wan; Kai Zhang 049; Ligang Zhou (Int. J. Approx. Reason., 2025)

Bounded rationality consensus reaching process with regret theory and weighted Moment estimation for multi-attribute group decision making. - Feifei Jin; Xiaoxuan Gao; Ligang Zhou (Inf. Fusion, 2025)

Multi-source data driven decision-support model for product ranking with consumer psychology behavior. - Peng Wu 010; Yutong Xie 013; Ligang Zhou; Muhammet Deveci; Luis Martínez 001 (Inf. Fusion, 2025)

Bayesian inference-based stochastic group priorities acceptability analysis for group decision making with triangular fuzzy preference relations. - Jinpei Liu; Wenqian Wei; Longlong Shao; Shijuan Yang; Ligang Zhou; Feifei Jin (Inf. Sci., 2025)

An integrated decision support framework for exploring the barriers and potential application scenarios in metaverse hospitality. - Qun Wu; Weiqi Tan; Ligang Zhou; Muhammet Deveci; Dragan Pamucar; Witold Pedrycz (J. Ind. Inf. Integr., 2025)

ASTGSleep: Attention-Based Spatial-Temporal Graph Network for Sleep Staging. - Xiaoyu Chen; Yiyuan Zhang; Qiangqiang Chen; Ligang Zhou; Hongyu Chen 002; Huijuan Wu; Yunxia Xu; Kun Chen; Bin Yin; Wei Chen 015; Chen Chen 039 (IEEE Trans. Instrum. Meas., 2025)

Comparative performance of machine learning-selected portfolios from dynamic CSI300 constituents: forward vs. backward adjusted stock prices. - Ligang Zhou; Xiaoguo Chen; Xiaolei Tang (Appl. Intell., 2025)

Forecasting product sales using text mining: a case study in new energy vehicle. - Yi Ding; Peng Wu 010; Jie Zhao 006; Ligang Zhou (Electron. Commer. Res., 2025)

Bayesian inference and minimum consensus adjustment process for multi-attribute large-scale group decision-making in social networks. - Feifei Jin; Yamei Guan; Jinpei Liu; Ligang Zhou (Inf. Fusion, 2026)