Short Term Load Forecasting Using Neural Network with Rough Set. - Zhi Xiao; Shi-Jie Ye; Bo Zhong; Cai-Xin Sun (ISNN (2), 2006)

Data analysis approaches of soft sets under incomplete information. - Yan Zou; Zhi Xiao (Knowl. Based Syst., 2008)

BP neural network with rough set for short term load forecasting. - Zhi Xiao; Shi-Jie Ye; Bo Zhong; Cai-Xin Sun (Expert Syst. Appl., 2009)

The bijective soft set with its operations. - Ke Gong; Zhi Xiao; Xia Zhang (Comput. Math. Appl., 2010)

Exclusive disjunctive soft sets. - Zhi Xiao; Ke Gong; Sisi Xia; Yan Zou (Comput. Math. Appl., 2010)

A model based on rough set theory combined with algebraic structure and its application: Bridges maintenance management evaluation. - Zhi Xiao; Ling Chen; Bo Zhong (Expert Syst. Appl., 2010)

Corrigendum to "Exclusive disjunctive soft set" [Comput. Math. Appl. 59(2010) 2128-2137]. - Ke Gong; Zhi Xiao; Xia Zhang (Comput. Math. Appl., 2011)

A Partner Selection Method Based on Risk Evaluation Using Fuzzy Soft Set Theory in Supply Chain. - Zhi Xiao; Weijie Chen (Modeling Risk Management in Sustainable Construction, 2011)

The prediction for listed companies' financial distress by using multiple prediction methods with rough set and Dempster-Shafer evidence theory. - Zhi Xiao; Xianglei Yang; Ying Pang; Xin Dang (Knowl. Based Syst., 2012)

Nonparametric interval prediction of chaotic time series and its application to climatic system. - Tengzhong Rong; Zhi Xiao (Int. J. Syst. Sci., 2013)

A method based on interval-valued fuzzy soft set for multi-attribute group decision-making problems under uncertain environment. - Zhi Xiao; Weijie Chen; Lingling Li (Knowl. Inf. Syst., 2013)

A comparative study of soft sets with fuzzy sets and rough sets. - Zhi Xiao; Yuan Zou (J. Intell. Fuzzy Syst., 2014)

Default Prediction for Real Estate Companies with Imbalanced Dataset. - Yuan-Xiang Dong; Zhi Xiao; Xue Xiao (J. Inf. Process. Syst., 2014)

Financial ratio selection for business failure prediction using soft set theory. - Wei Xu; Zhi Xiao; Xin Dang; Daoli Yang; Xianglei Yang (Knowl. Based Syst., 2014)

Crashworthiness design for functionally graded foam-filled bumper beam. - Zhi Xiao; Jianguang Fang; Guangyong Sun; Qing Li 012 (Adv. Eng. Softw., 2015)

Introduction to linear representations of soft groups. - Yuan Zou; Zhi Xiao; Xianning Wang (J. Intell. Fuzzy Syst., 2015)

Ensemble classification based on supervised clustering for credit scoring. - Hongshan Xiao; Zhi Xiao; Yu Wang 135 (Appl. Soft Comput., 2016)

A novel soft spatial weights matrix method based on soft sets. - Xianning Wang; Zhi Xiao (Int. J. Appl. Decis. Sci., 2016)

Soft Set Theory Oriented Forecast Combination Method for Business Failure Prediction. - Wei Xu; Zhi Xiao (J. Inf. Process. Syst., 2016)

Information systems and internal control: evidence from China. - Chunmei Deng; Zhi Xiao; Ling Zhou (Electron. Commer. Res., 2017)

A multiple support vector machine approach to stock index forecasting with mixed frequency sampling. - Yuchen Pan; Zhi Xiao; Xianning Wang; Daoli Yang (Knowl. Based Syst., 2017)

Soft Incomplete Discernibility Matrix for Decision-Making Problems. - Lue Li; Zhi Xiao; Xiao-Dong Feng 003; Bo Zhong (IEEE Access, 2018)

Dynamic ensemble classification for credit scoring using soft probability. - Xiaodong Feng 003; Zhi Xiao; Bo Zhong; Jing Qiu; Yuanxiang Dong (Appl. Soft Comput., 2018)

BSSReduce an O(|U|) Incremental Feature Selection Approach for Large-Scale and High-Dimensional Data. - Ke Gong; Yong Wang 022; Maozeng Xu; Zhi Xiao (IEEE Trans. Fuzzy Syst., 2018)

Robust and Efficient Boosting Method Using the Conditional Risk. - Zhi Xiao; Zhe Luo; Bo Zhong; Xin Dang (IEEE Trans. Neural Networks Learn. Syst., 2018)

Research on Economic Recession Prediction Model From the Multiple Behavioral Features Perspective. - Chang Wang; Zhi Xiao; Fang-Su Zhao; Du Ni; Lue Li (IEEE Access, 2019)

External Stimuli Predict Financial Market Behavior From the Brain Perception Perspective. - Fang-Su Zhao; Zhi Xiao; Chang Wang; Du Ni; Lue Li (IEEE Access, 2019)

Dynamic weighted ensemble classification for credit scoring using Markov Chain. - Xiaodong Feng 003; Zhi Xiao; Bo Zhong; Yuanxiang Dong; Jing Qiu (Appl. Intell., 2019)

Peer-to-Peer Lending Platform Selection Using Intuitionistic Fuzzy Soft Set and D-S Theory of Evidence. - Xiaodong Feng 003; Zhi Xiao; Xianning Wang; Bo Zhong (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2019)

A systematic review of the research trends of machine learning in supply chain management. - Du Ni; Zhi Xiao; Ming Kim Lim 001 (Int. J. Mach. Learn. Cybern., 2020)

High-Dimensional Data Clustering with Fuzzy C-Means: Problem, Reason, and Solution. - Yinghua Shen; Hanyu E; Tianhua Chen; Zhi Xiao; Bingsheng Liu; Yuan Chen (IWANN (1), 2021)

Stock selection multicriteria decision-making method based on elimination and choice translating reality I with Z-numbers. - Hong-gang Peng; Zhi Xiao; Jian-qiang Wang 001; Jian Li 014 (Int. J. Intell. Syst., 2021)

N-Tier Soft Set Data Model: An Approach to Combine the Logicality of SQL and the Flexibility of NoSQL. - Jiang Wu; Du Ni; Zhi Xiao (Mob. Inf. Syst., 2021)

Machine learning in recycling business: an investigation of its practicality, benefits and future trends. - Du Ni; Zhi Xiao; Ming K. Lim 001 (Soft Comput., 2021)

Stock price prediction for new energy vehicle enterprises: An integrated method based on time series and cloud models. - Meng-Xian Wang; Zhi Xiao; Hong-gang Peng; Xiao-Kang Wang 001; Jianqiang Wang 001 (Expert Syst. Appl., 2022)

Supply chain risk management with machine learning technology: A literature review and future research directions. - Mei Yang; Ming Kim Lim 001; Yingchi Qu; Du Ni; Zhi Xiao (Comput. Ind. Eng., 2023)

Z-number dominance, support and opposition relations for multi-criteria decision-making. - Hong-gang Peng; Zhi Xiao; Xiao-Kang Wang 001; Jianqiang Wang 001; Jian Li 014 (Inf. Sci., 2023)

A multiple criteria ensemble pruning method for binary classification based on D-S theory of evidence. - Jing Qiu; Zhi Xiao; Bo Zhong (Int. J. Mach. Learn. Cybern., 2023)

An integrated decision support framework for new energy vehicle evaluation based on regret theory and QUALIFLEX under Z-number environment. - Hong-gang Peng; Zhi Xiao; Meng-Xian Wang; Xiao-Kang Wang 001; Jian-Qiang Wang 001 (Inf. Sci., 2023)

Using random forest to find the discontinuity points for carbon efficiency during COVID-19. - Yingchi Qu; Ming K. Lim 001; Mei Yang; Du Ni; Zhi Xiao (Soft Comput., 2023)

Using data-driven methods to detect financial statement fraud in the real scenario. - Ying Zhou; Zhi Xiao; Ruize Gao; Chang Wang (Int. J. Account. Inf. Syst., 2024)

Improved YOLOv5s Fabric Defect Detection Algorithm Based on the Fusion of Global Attention Mechanism and Decoupling Head. - Shunqi Mei; Zhi Xiao; Jia Chen; Shiyi Shan; Shi Zhou (Int. J. Inf. Retr. Res., 2024)

Enhancing Stock Prediction ability through News Perspective and Deep Learning with attention mechanisms. - Mei Yang; Fanjie Fu; Du Ni; Zhi Xiao (Soft Comput., 2025)

A fast-modeling framework for personalized human body models based on a single image. - Qiuqi Yuan; Zhi Xiao; Xiaoming Zhu; Bin Li; Jingzhou Hu; Yunfei Niu; Shiwei Xu (Medical Biol. Eng. Comput., 2025)