A Neural-Fuzzy System for Forecasting. - Zuohong Pan; Xiaodi Liu; Olugbenga Mejabi (HICSS (5), 1997)

A study of tin oxide thin film gas sensors with high oxygen vacancies. - Chen Lin; Dacheng Zhang; Xiaodi Liu (NEMS, 2012)

Integrating LINMAP and TOPSIS methods for hesitant fuzzy multiple attribute decision making. - Xiaodi Liu; Jianjun Zhu; Shitao Zhang; Jingjing Hao; Guodong Liu (J. Intell. Fuzzy Syst., 2015)

Regret theory-based group decision-making with multidimensional preference and incomplete weight information. - Shitao Zhang; Jianjun Zhu; Xiaodi Liu; Ye Chen 001 (Inf. Fusion, 2016)

A Modification on the Hesitant Fuzzy Set Lexicographical Ranking Method. - Xiaodi Liu; Zengwen Wang; Shitao Zhang (Symmetry, 2016)

Design and Implementation of Fire Safety Education System on Campus based on Virtual Reality Technology. - Kun Zhang 031; Jintao Suo; Jingying Chen; Xiaodi Liu; Lei Gao (FedCSIS, 2017)

Adaptive consensus model with multiplicative linguistic preferences based on fuzzy information granulation. - Shitao Zhang; Jianjun Zhu; Xiaodi Liu; Ye Chen 001; Zhenzhen Ma (Appl. Soft Comput., 2017)

Multiple Attribute Group Decision-Making Methods Under Hesitant Fuzzy Linguistic Environment. - Xiaodi Liu; Jianjun Zhu; Shitao Zhang; Guodong Liu (J. Intell. Syst., 2017)

A New Methodology for Hesitant Fuzzy Emergency Decision Making with Unknown Weight Information. - Xiaodi Liu; Zengwen Wang; Shitao Zhang (Complex., 2018)

A multi-stage uncertain risk decision-making method with reference point based on extended LINMAP method. - Wen Song; Jianjun Zhu; Shitao Zhang; Xiaodi Liu (J. Intell. Fuzzy Syst., 2018)

Dynamic Emergency Decision-Making Method With Probabilistic Hesitant Fuzzy Information Based on GM(1, 1) and TOPSIS. - Jian Wu 014; Xiaodi Liu; Zengwen Wang; Shitao Zhang (IEEE Access, 2019)

Best-Worst Multi-Attribute Decision Making Method Based on New Possibility Degree With Probabilistic Linguistic Information. - Zhangjiao Wu; Shitao Zhang; Xiaodi Liu; Jian Wu 014 (IEEE Access, 2019)

Analysis of influencing factors in emergency management based on an integrated methodology. - Xiaodi Liu; Zengwen Wang; Shitao Zhang; Jiashu Liu (Adapt. Behav., 2019)

A New Decision Method for Public Opinion Crisis with the Intervention of Risk Perception of the Public. - Zhiying Wang 002; Xiaodi Liu; Shitao Zhang (Complex., 2019)

A Novel Approach to Fuzzy Cognitive Map Based on Hesitant Fuzzy Sets for Modeling Risk Impact on Electric Power System. - Xiaodi Liu; Zengwen Wang; Shitao Zhang; Jiashu Liu (Int. J. Comput. Intell. Syst., 2019)

Underwater Robot Formation Control Based on Leader-Follower Model. - Renjie Fang; Xin Wang 107; Zhenlong Xiao; Rongfu Lan; Xiaodi Liu; Xiaotian Cai (ICARCV, 2020)

An Integrated Consensus Improving Strategy Based on PL-Wasserstein Distance and Its Application in the Evaluation of Network Public Opinion Emergencies. - Shitao Zhang; Zhenzhen Ma; Xiaodi Liu; Zhiying Wang 002; Lihui Jiang (Complex., 2020)

Comprehensive Evaluation of Regional Logistics Competitiveness Considering Multiple Reference Points and Dynamic Index Improved Analytic Hierarchy Process. - Guodong Liu; Jianjun Zhu; Xiaodi Liu (Symmetry, 2020)

Rumor Detection on Microblogs Using Dual-Grained Feature via Graph Neural Networks. - Shouzhi Xu; Xiaodi Liu; Kai Ma 004; Fangmin Dong; Shunzhi Xiang; Changsong Bing (PRICAI (2), 2021)

Optimized Underwater Manipulator Path Planning to Minimize The Disturbance on Robot. - Xiaodi Liu; Xin Wang 107; Xiaotian Cai (RCAR, 2021)

Application of Computer Games in the Visual Perception Assessment of Children with Autism Spectrum Disorder. - Kun Zhang 031; Fei Zheng; Jingying Chen; Xiaodi Liu; Xianke Chen; Guangshuai Wang (TALE, 2021)

Novel correlation coefficient between hesitant fuzzy sets with application to medical diagnosis. - Xiaodi Liu; Zengwen Wang; Shitao Zhang; Harish Garg (Expert Syst. Appl., 2021)

New Framework for FCMs Using Dual Hesitant Fuzzy Sets with an Analysis of Risk Factors in Emergency Event. - Zengwen Wang; Jian Wu 003; Xiaodi Liu; Harish Garg (Int. J. Comput. Intell. Syst., 2021)

An approach to probabilistic hesitant fuzzy risky multiattribute decision making with unknown probability information. - Xiaodi Liu; Zengwen Wang; Shitao Zhang; Harish Garg (Int. J. Intell. Syst., 2021)

Adaptive consensus building in emergency group decision-making with hesitant fuzzy linguistic information: a perspective based on disappointment theory. - Shitao Zhang; Zhenzhen Ma; Xiaodi Liu; Hao Xu (Adapt. Behav., 2022)

The evaluation of the cognitive and language abilities of autistic children with interactive game technology based on the PEP-3 scale. - Xiaodi Liu; Jingying Chen; Kun Zhang 031; Xuan Wang; Guangshuai Wang; Rujing Zhang (Educ. Inf. Technol., 2022)

Extended Cumulative Residual Entropy for Emergency Group Decision-Making Under Probabilistic Hesitant Fuzzy Environment. - Xiaodi Liu; Jian Wu 014; Shitao Zhang; Zengwen Wang; Harish Garg (Int. J. Fuzzy Syst., 2022)

Dual Co-Attention-Based Multi-Feature Fusion Method for Rumor Detection. - Changsong Bing; Yirong Wu; Fangmin Dong; Shouzhi Xu; Xiaodi Liu; Shuifa Sun (Inf., 2022)

A two-stage multi-attribute group consensus model based on distributed linguistic assessment information from the perspective of fairness concern. - Shanli Zhang; Shitao Zhang; Zhenzhen Ma; Xiaodi Liu (Adapt. Behav., 2023)

Rumor detection on social media using hierarchically aggregated feature via graph neural networks. - Shouzhi Xu; Xiaodi Liu; Kai Ma 004; Fangmin Dong; Basheer Riskhan; Shunzhi Xiang; Changsong Bing (Appl. Intell., 2023)

Large group decision-making based on interval rough integrated cloud model. - Jicun Jiang; Xiaodi Liu; Harish Garg; Shitao Zhang (Adv. Eng. Informatics, 2023)

Two-rank multi-attribute group decision-making with linguistic distribution assessments: An optimization-based integrated approach. - Shitao Zhang; Lei Hu; Zhenzhen Ma; Xiaodi Liu (Eng. Appl. Artif. Intell., 2023)

Analysis of distance measures in intuitionistic fuzzy set theory: A line integral perspective. - Xiaodi Liu; Yukun Sun; Harish Garg; Shitao Zhang (Expert Syst. Appl., 2023)

Dual hesitant fuzzy Correlation coefficient-based decision-making algorithm and its applications to Engineering Cost Management problems. - Harish Garg; Yukun Sun; Xiaodi Liu (Eng. Appl. Artif. Intell., 2023)

Three-dimensional dynamic trust-driven consensus model for social network group decision-making with application to sustainable supplier selection in a circular economy. - Shitao Zhang; Shanli Zhang; Hui Yang; Xiaodi Liu (Adapt. Behav., 2024)

Cloud model-based multi-stage multi-attribute decision-making method under probabilistic interval-valued hesitant fuzzy environment. - Chenlu Zhu; Xiaodi Liu; Weiping Ding 001; Shitao Zhang (Expert Syst. Appl., 2024)

Consensus-oriented linguistic multi-criteria group sorting method incorporating dynamic trust management. - Shitao Zhang; Fengli Zhu; Muhammet Deveci; Xiaodi Liu (Inf. Fusion, 2024)

Large group decision-making with a rough integrated asymmetric cloud model under multi-granularity linguistic environment. - Jicun Jiang; Xiaodi Liu; Zengwen Wang; Weiping Ding 001; Shitao Zhang; Hao Xu 044 (Inf. Sci., 2024)

New distance measure-driven flexible linguistic consensus model with application to urban flooding risk assessment. - Hao Tian 013; Shitao Zhang; Muhammet Deveci; Xiaodi Liu; Hao Xu 044 (Inf. Sci., 2024)

Identifying who are unlikely to benefit from total knee arthroplasty using machine learning models. - Xiaodi Liu; Yingnan Liu 002; Mong-Li Lee; Wynne Hsu; Ming Han Lincoln Liow (npj Digit. Medicine, 2024)

Large group emergency decision-making with bi-directional trust in social networks: A probabilistic hesitant fuzzy integrated cloud approach. - Jicun Jiang; Xiaodi Liu; Zengwen Wang; Weiping Ding 001; Shitao Zhang (Inf. Fusion, 2024)

Evaluation of the gross motor abilities of autistic children with a computerised evaluation method. - Xiaodi Liu; Jingying Chen; Guangshuai Wang; Kun Zhang 031; Jianchi Sun; Pianpian Ma; Rujing Zhang (Behav. Inf. Technol., 2024)

Multi-criteria consensus sorting model with flexible linguistic preferences based on fuzzy information granulation from the perspective of preference disaggregation. - Shiji Zhang; Shitao Zhang; Hao Tian 013; Muhammet Deveci; Xiaodi Liu (Eng. Appl. Artif. Intell., 2025)

Integrating case learning and consensus reaching in multi-criteria group sorting under hybrid assessment information. - Shitao Zhang; Shiji Zhang; Fengli Zhu; Muhammet Deveci; Xiaodi Liu (Eng. Appl. Artif. Intell., 2025)

Managing flexible linguistic expressions with subjective preferences and objective information in group decision-making: A perspective based on personalized individual semantics. - Shitao Zhang; Hao Tian 013; Lei Hu; Muhammet Deveci; Xiaodi Liu (Inf. Fusion, 2025)

Normal distribution interval numbers-based multiple attribute decision-making with unknown attribute weights. - Xia Wang; Yuxia Xu; Xiaodi Liu (J. Intell. Fuzzy Syst., 2025)

Optimal subsampling for generalized additive models on large-scale datasets. - Lili Li; Bingfan Liu; Xiaodi Liu; Haolun Shi; Jiguo Cao (Stat. Comput., 2025)

Investigating joint attention in children with autism spectrum disorder through virtual reality and eye-tracking: a comparative study. - Kai Zhang; Jingying Chen; Zhiyi Yang; Yanfeng Ji; Yuandong Min; Guangshuai Wang; Xiaodi Liu (Educ. Inf. Technol., 2025)

Robust facial expression recognition by simultaneously addressing hard and mislabeled samples. - Yuandong Min; Ruyi Xu; Jingying Chen; Yanfeng Ji; Xiaodi Liu (Pattern Recognit., 2026)