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2020 – today
- 2024
[j38]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: 100693 (2024)- 2023
- [j37]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: 108859 (2023) - [j36]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: 437-457 (2023) - [j35]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: 119515 (2023) - [j34]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): 1133-1146 (2023) - [j33]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): 16537-16549 (2023) - 2022
- [j32]Meng-Xian Wang, Zhi Xiao, Hong-gang Peng, Xiao-Kang Wang, Jianqiang Wang:
Stock price prediction for new energy vehicle enterprises: An integrated method based on time series and cloud models. Expert Syst. Appl. 208: 118125 (2022) - 2021
- [j31]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): 6440-6470 (2021) - [j30]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: 5567234:1-5567234:23 (2021) - [j29]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): 7907-7927 (2021) - [c2]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: 89-100 - 2020
- [j28]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): 1463-1482 (2020)
2010 – 2019
- 2019
- [j27]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: 28769-28777 (2019) - [j26]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: 83363-83371 (2019) - [j25]Xiaodong Feng, Zhi Xiao, Bo Zhong, Yuanxiang Dong, Jing Qiu:
Dynamic weighted ensemble classification for credit scoring using Markov Chain. Appl. Intell. 49(2): 555-568 (2019) - [j24]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): 1-17 (2019) - 2018
- [j23]Lue Li, Zhi Xiao, Xiao-Dong Feng, Bo Zhong:
Soft Incomplete Discernibility Matrix for Decision-Making Problems. IEEE Access 6: 32450-32459 (2018) - [j22]Xiaodong Feng, Zhi Xiao, Bo Zhong, Jing Qiu, Yuanxiang Dong:
Dynamic ensemble classification for credit scoring using soft probability. Appl. Soft Comput. 65: 139-151 (2018) - [j21]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): 3356-3367 (2018) - [j20]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): 3069-3083 (2018) - [i1]Zhi Xiao, Zhe Luo, Bo Zhong, Xin Dang:
Robust and Efficient Boosting Method using the Conditional Risk. CoRR abs/1806.08151 (2018) - 2017
- [j19]Chunmei Deng, Zhi Xiao, Ling Zhou:
Information systems and internal control: evidence from China. Electron. Commer. Res. 17(3): 361-377 (2017) - [j18]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: 90-102 (2017) - 2016
- [j17]Hongshan Xiao, Zhi Xiao, Yu Wang:
Ensemble classification based on supervised clustering for credit scoring. Appl. Soft Comput. 43: 73-86 (2016) - [j16]Xianning Wang, Zhi Xiao:
A novel soft spatial weights matrix method based on soft sets. Int. J. Appl. Decis. Sci. 9(1): 39-69 (2016) - [j15]Wei Xu, Zhi Xiao:
Soft Set Theory Oriented Forecast Combination Method for Business Failure Prediction. J. Inf. Process. Syst. 12(1): 109-128 (2016) - 2015
- [j14]Zhi Xiao, Jianguang Fang, Guangyong Sun, Qing Li:
Crashworthiness design for functionally graded foam-filled bumper beam. Adv. Eng. Softw. 85: 81-95 (2015) - [j13]Yuan Zou, Zhi Xiao, Xianning Wang:
Introduction to linear representations of soft groups. J. Intell. Fuzzy Syst. 29(4): 1511-1519 (2015) - 2014
- [j12]Zhi Xiao, Yuan Zou:
A comparative study of soft sets with fuzzy sets and rough sets. J. Intell. Fuzzy Syst. 27(1): 425-434 (2014) - [j11]Yuan-Xiang Dong, Zhi Xiao, Xue Xiao:
Default Prediction for Real Estate Companies with Imbalanced Dataset. J. Inf. Process. Syst. 10(2): 314 (2014) - [j10]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: 59-67 (2014) - 2013
- [j9]Tengzhong Rong, Zhi Xiao:
Nonparametric interval prediction of chaotic time series and its application to climatic system. Int. J. Syst. Sci. 44(9): 1726-1732 (2013) - [j8]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): 653-669 (2013) - 2012
- [j7]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: 196-206 (2012) - 2011
- [j6]Ke Gong, Zhi Xiao, Xia Zhang:
Corrigendum to "Exclusive disjunctive soft set" [Comput. Math. Appl. 59(2010) 2128-2137]. Comput. Math. Appl. 61(7): 1906 (2011) - [p1]Zhi Xiao, Weijie Chen:
A Partner Selection Method Based on Risk Evaluation Using Fuzzy Soft Set Theory in Supply Chain. Modeling Risk Management in Sustainable Construction 2011: 19-27 - 2010
- [j5]Zhi Xiao, Ke Gong, Sisi Xia, Yan Zou:
Exclusive disjunctive soft sets. Comput. Math. Appl. 59(6): 2128-2137 (2010) - [j4]Ke Gong, Zhi Xiao, Xia Zhang:
The bijective soft set with its operations. Comput. Math. Appl. 60(8): 2270-2278 (2010) - [j3]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): 5295-5299 (2010)
2000 – 2009
- 2009
- [j2]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): 273-279 (2009) - 2008
- [j1]Yan Zou, Zhi Xiao:
Data analysis approaches of soft sets under incomplete information. Knowl. Based Syst. 21(8): 941-945 (2008) - 2006
- [c1]Zhi Xiao, Shi-Jie Ye, Bo Zhong, Cai-Xin Sun:
Short Term Load Forecasting Using Neural Network with Rough Set. ISNN (2) 2006: 1259-1268
Coauthor Index
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