Zhi Xiao

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 26

Top Topics

Intuitionistic Fuzzy

Machine Learning

Ensemble Classification

Top Venues

Int. J. Mach. Learn. Cybern.

J. Inf. Process. Syst.

Knowl. Based Syst.

Publications

Ying Zhou, Zhi Xiao, Ruize Gao, Chang Wang
Using data-driven methods to detect financial statement fraud in the real scenario. Int. J. Account. Inf. Syst. 54 (2024)
Hong-gang Peng, Zhi Xiao, Xiao-Kang Wang, Jianqiang Wang, Jian Li
Z-number dominance, support and opposition relations for multi-criteria decision-making. Inf. Sci. 621 (2023)
Hong-gang Peng, Zhi Xiao, Meng-Xian Wang, Xiao-Kang Wang, Jian-Qiang Wang
An integrated decision support framework for new energy vehicle evaluation based on regret theory and QUALIFLEX under Z-number environment. Inf. Sci. 647 (2023)
Mei Yang, Ming Kim Lim, Yingchi Qu, Du Ni, Zhi Xiao
Supply chain risk management with machine learning technology: A literature review and future research directions. Comput. Ind. Eng. 175 (2023)
Jing Qiu, Zhi Xiao, Bo Zhong
A multiple criteria ensemble pruning method for binary classification based on D-S theory of evidence. Int. J. Mach. Learn. Cybern. 14 (4) (2023)
Yingchi Qu, Ming K. Lim, Mei Yang, Du Ni, Zhi Xiao
Using random forest to find the discontinuity points for carbon efficiency during COVID-19. Soft Comput. 27 (22) (2023)
Meng-xian Wang, Zhi Xiao, Hong-gang Peng, Xiao-kang Wang, Jian-qiang Wang
Stock price prediction for new energy vehicle enterprises: An integrated method based on time series and cloud models. Expert Syst. Appl. 208 (2022)
Jiang Wu, Du Ni, Zhi Xiao
N-Tier Soft Set Data Model: An Approach to Combine the Logicality of SQL and the Flexibility of NoSQL. Mob. Inf. Syst. 2021 (2021)
Hong-gang Peng, Zhi Xiao, Jian-qiang Wang, Jian Li
Stock selection multicriteria decision-making method based on elimination and choice translating reality I with Z-numbers. Int. J. Intell. Syst. 36 (11) (2021)
Du Ni, Zhi Xiao, Ming K. Lim
Machine learning in recycling business: an investigation of its practicality, benefits and future trends. Soft Comput. 25 (12) (2021)
Yinghua Shen, Hanyu E, Tianhua Chen, Zhi Xiao, Bingsheng Liu, Yuan Chen
High-Dimensional Data Clustering with Fuzzy C-Means: Problem, Reason, and Solution. IWANN (1) (2021)
Du Ni, Zhi Xiao, Ming Kim Lim
A systematic review of the research trends of machine learning in supply chain management. Int. J. Mach. Learn. Cybern. 11 (7) (2020)
Xiaodong Feng, Zhi Xiao, Bo Zhong, Yuanxiang Dong, Jing Qiu
Dynamic weighted ensemble classification for credit scoring using Markov Chain. Appl. Intell. 49 (2) (2019)
Xiaodong Feng, Zhi Xiao, Xianning Wang, Bo Zhong
Peer-to-Peer Lending Platform Selection Using Intuitionistic Fuzzy Soft Set and D-S Theory of Evidence. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 27 (1) (2019)
Fang-Su Zhao, Zhi Xiao, Chang Wang, Du Ni, Lue Li
External Stimuli Predict Financial Market Behavior From the Brain Perception Perspective. IEEE Access 7 (2019)
Chang Wang, Zhi Xiao, Fang-Su Zhao, Du Ni, Lue Li
Research on Economic Recession Prediction Model From the Multiple Behavioral Features Perspective. IEEE Access 7 (2019)
Zhi Xiao, Zhe Luo, Bo Zhong, Xin Dang
Robust and Efficient Boosting Method Using the Conditional Risk. IEEE Trans. Neural Networks Learn. Syst. 29 (7) (2018)
Ke Gong, Yong Wang, Maozeng Xu, Zhi Xiao
BSSReduce an O(|U|) Incremental Feature Selection Approach for Large-Scale and High-Dimensional Data. IEEE Trans. Fuzzy Syst. 26 (6) (2018)
Zhi Xiao, Zhe Luo, Bo Zhong, Xin Dang
Robust and Efficient Boosting Method using the Conditional Risk. CoRR (2018)
Lue Li, Zhi Xiao, Xiaodong Feng, Bo Zhong
Soft Incomplete Discernibility Matrix for Decision-Making Problems. IEEE Access 6 (2018)
Xiaodong Feng, Zhi Xiao, Bo Zhong, Jing Qiu, Yuanxiang Dong
Dynamic ensemble classification for credit scoring using soft probability. Appl. Soft Comput. 65 (2018)
Yuchen Pan, Zhi Xiao, Xianning Wang, Daoli Yang
A multiple support vector machine approach to stock index forecasting with mixed frequency sampling. Knowl. Based Syst. 122 (2017)
Chunmei Deng, Zhi Xiao, Ling Zhou
Information systems and internal control: evidence from China. Electron. Commer. Res. 17 (3) (2017)
Xianning Wang, Zhi Xiao
A novel soft spatial weights matrix method based on soft sets. Int. J. Appl. Decis. Sci. 9 (1) (2016)
Wei Xu, Zhi Xiao
Soft Set Theory Oriented Forecast Combination Method for Business Failure Prediction. J. Inf. Process. Syst. 12 (1) (2016)
Hongshan Xiao, Zhi Xiao, Yu Wang
Ensemble classification based on supervised clustering for credit scoring. Appl. Soft Comput. 43 (2016)
Zhi Xiao, Jianguang Fang, Guangyong Sun, Qing Li
Crashworthiness design for functionally graded foam-filled bumper beam. Adv. Eng. Softw. 85 (2015)
Yuan Zou, Zhi Xiao, Xianning Wang
Introduction to linear representations of soft groups. J. Intell. Fuzzy Syst. 29 (4) (2015)
Yuan-Xiang Dong, Zhi Xiao, Xue Xiao
Default Prediction for Real Estate Companies with Imbalanced Dataset. J. Inf. Process. Syst. 10 (2) (2014)
Zhi Xiao, Yuan Zou
A comparative study of soft sets with fuzzy sets and rough sets. J. Intell. Fuzzy Syst. 27 (1) (2014)
Wei Xu, Zhi Xiao, Xin Dang, Daoli Yang, Xianglei Yang
Financial ratio selection for business failure prediction using soft set theory. Knowl. Based Syst. 63 (2014)
Zhi Xiao, Weijie Chen, Lingling Li
A method based on interval-valued fuzzy soft set for multi-attribute group decision-making problems under uncertain environment. Knowl. Inf. Syst. 34 (3) (2013)
Tengzhong Rong, Zhi Xiao
Nonparametric interval prediction of chaotic time series and its application to climatic system. Int. J. Syst. Sci. 44 (9) (2013)
Zhi Xiao, Xianglei Yang, Ying Pang, Xin Dang
The prediction for listed companies' financial distress by using multiple prediction methods with rough set and Dempster-Shafer evidence theory. Knowl. Based Syst. 26 (2012)
Ke Gong, Zhi Xiao, Xia Zhang
Corrigendum to "Exclusive disjunctive soft set" [Comput. Math. Appl. 59(2010) 2128-2137]. Comput. Math. Appl. 61 (7) (2011)
Ke Gong, Zhi Xiao, Xia Zhang
The bijective soft set with its operations. Comput. Math. Appl. 60 (8) (2010)
Zhi Xiao, Ling Chen, Bo Zhong
A model based on rough set theory combined with algebraic structure and its application: Bridges maintenance management evaluation. Expert Syst. Appl. 37 (7) (2010)
Zhi Xiao, Ke Gong, Sisi Xia, Yan Zou
Exclusive disjunctive soft sets. Comput. Math. Appl. 59 (6) (2010)
Zhi Xiao, Shi-Jie Ye, Bo Zhong, Cai-Xin Sun
BP neural network with rough set for short term load forecasting. Expert Syst. Appl. 36 (1) (2009)
Yan Zou, Zhi Xiao
Data analysis approaches of soft sets under incomplete information. Knowl. Based Syst. 21 (8) (2008)
Zhi Xiao, Shi-Jie Ye, Bo Zhong, Cai-Xin Sun
Short Term Load Forecasting Using Neural Network with Rough Set. ISNN (2) (2006)