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New Paradigm for Economic and Financial Research With Generative AI: Impact and Perspective 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2024, 页码: 11
Authors:  Zheng, Xiaolong;  Li, Jingyu;  Lu, Mengyao;  Wang, Fei-Yue
Favorite  |  View/Download:4/0  |  Submit date:2024/02/22
Economics  Biological system modeling  Data models  Task analysis  Behavioral sciences  Big Data  Analytical models  finance  generative artificial intelligence (GAI)  reinforcement learning from human feedback (RLHF)  research paradigm  
Efficiency Evaluation of Insurance Companies From Multiperiod Perspective 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2023, 页码: 19
Authors:  Xie, Qiwei;  Zhao, Mengfan;  Li, Rong;  Li, Wen;  Zheng, Xiaolong;  Li, Yongjun;  Qin, Rui;  Wang, Xiaojiong;  Wang, Fei-Yue
Favorite  |  View/Download:41/0  |  Submit date:2023/11/16
DEA  insurance companies  leader-follower model  multiple periods  
Joint Defocus Deblurring and Superresolution Learning Network for Autonomous Driving 期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2023, 页码: 12
Authors:  Wang, Rui;  Zhang, Chunjie;  Zheng, Xiaolong;  Lv, Yisheng;  Zhao, Yao
Favorite  |  View/Download:31/0  |  Submit date:2023/11/16
Task analysis  Image reconstruction  Autonomous vehicles  Superresolution  Cameras  Visualization  Transformers  
Transportation Efficiency Evaluation Under the Policies of Energy Savings and Emissions Reduction 期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2023, 页码: 20
Authors:  Xie, Qiwei;  Shi, Kun;  Wu, Xiao;  Huang, Wuling;  Zheng, Xiaolong;  Li, Yongjun
Favorite  |  View/Download:33/0  |  Submit date:2023/11/16
Transportation  Economics  Carbon dioxide  Energy consumption  Transportation industry  Analytical models  Renewable energy sources  
Boosting deep cross-modal retrieval hashing with adversarially robust training 期刊论文
APPLIED INTELLIGENCE, 2023, 页码: 13
Authors:  Zhang, Xingwei;  Zheng, Xiaolong;  Mao, Wenji;  Zeng, Daniel Dajun
Favorite  |  View/Download:34/0  |  Submit date:2023/11/17
Cross-modal retrieval  Adversarial training  Deep hashing model  Deep neural network  
Learning Dynamic Dependencies With Graph Evolution Recurrent Unit for Stock Predictions 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 页码: 13
Authors:  Tian, Hu;  Zhang, Xingwei;  Zheng, Xiaolong;  Zeng, Daniel Dajun
Favorite  |  View/Download:21/0  |  Submit date:2023/11/17
Gated recurrent unit  graph representation learning  learning dynamic dependencies  stock prediction system  
The impact of treasury operations and off-balance-sheet credit business on commercial bank credit risk 期刊论文
JOURNAL OF RISK, 2023, 卷号: 25, 期号: 5, 页码: 23-50
Authors:  Xie, Qiwei;  Cheng, Lu;  Li, Jingyu;  Zheng, Xiaolong
Favorite  |  View/Download:18/0  |  Submit date:2023/11/17
risk integration  credit risk  commercial banks  risk dependency  vine copula  
Robust Monitor for Industrial IoT Condition Prediction 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2023, 卷号: 10, 期号: 10, 页码: 8618-8629
Authors:  Zhang, Xingwei;  Tian, Hu;  Zheng, Xiaolong;  Zeng, Daniel Dajun
Favorite  |  View/Download:19/0  |  Submit date:2023/11/17
Perturbation methods  Monitoring  Industrial Internet of Things  Training  Predictive models  Robustness  Temperature sensors  Adversarial perturbation  adversarial training  Industrial Internet of Things (IIoT)  machine learning (ML)  temporal convolutional network (TCN)  
COVID-19 and risk spillovers of China?s major financial markets: Evidence from time-varying variance decomposition and wavelet coherence analysis 期刊论文
FINANCE RESEARCH LETTERS, 2023, 卷号: 52, 页码: 9
Authors:  Xie, Qiwei;  Cheng, Lu;  Liu, Ranran;  Zheng, Xiaolong;  Li, Jingyu
Favorite  |  View/Download:139/0  |  Submit date:2023/02/22
COVID-19  Risk spillovers  Generalized forecast error variance  decompositions  Wavelet coherence analysis  China?s financial markets  
Analyzing the Stock Volatility Spillovers in Chinese Financial and Economic Sectors 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2023, 卷号: 10, 期号: 1, 页码: 269-284
Authors:  Li, Jingyu;  Cheng, Lu;  Zheng, Xiaolong;  Wang, Fei-Yue
Favorite  |  View/Download:23/0  |  Submit date:2023/11/17
COVID-19  financial and economic system  network analysis  stock volatility spillover  variational mode decomposition (VMD)