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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
作者:
Zheng, Xiaolong
;
Li, Jingyu
;
Lu, Mengyao
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:18/0
  |  
提交时间: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
作者:
Xie, Qiwei
;
Zhao, Mengfan
;
Li, Rong
;
Li, Wen
;
Zheng, Xiaolong
;
Li, Yongjun
;
Qin, Rui
;
Wang, Xiaojiong
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:55/0
  |  
提交时间:2023/11/16
DEA
insurance companies
leader-follower model
multiple periods
Boosting deep cross-modal retrieval hashing with adversarially robust training
期刊论文
APPLIED INTELLIGENCE, 2023, 页码: 13
作者:
Zhang, Xingwei
;
Zheng, Xiaolong
;
Mao, Wenji
;
Zeng, Daniel Dajun
收藏
  |  
浏览/下载:47/0
  |  
提交时间: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
作者:
Tian, Hu
;
Zhang, Xingwei
;
Zheng, Xiaolong
;
Zeng, Daniel Dajun
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2023/11/17
Gated recurrent unit
graph representation learning
learning dynamic dependencies
stock prediction system
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
作者:
Zhang, Xingwei
;
Tian, Hu
;
Zheng, Xiaolong
;
Zeng, Daniel Dajun
收藏
  |  
浏览/下载:30/0
  |  
提交时间: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)
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
作者:
Li, Jingyu
;
Cheng, Lu
;
Zheng, Xiaolong
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2023/11/17
COVID-19
financial and economic system
network analysis
stock volatility spillover
variational mode decomposition (VMD)
Hashing Fake: Producing Adversarial Perturbation for Online Privacy Protection Against Automatic Retrieval Models
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 11
作者:
Zhang, Xingwei
;
Zheng, Xiaolong
;
Mao, Wenji
;
Zeng, Daniel Dajun
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:170/0
  |  
提交时间:2022/11/14
Perturbation methods
Semantics
Computational modeling
Codes
Task analysis
Privacy
Software
Adversarial perturbation
deep neural network (DNN)
privacy protection
semantic retrieval
Towards Human-Machine Recognition Alignment: An Adversarilly Robust Multimodal Retrieval Hashing Framework
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 13
作者:
Zhang, Xingwei
;
Zheng, Xiaolong
;
Liu, Bin
;
Wang, Xiao
;
Mao, Wenji
;
Zeng, Daniel Dajun
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:153/0
  |  
提交时间:2022/11/14
Training
Task analysis
Semantics
Perturbation methods
Feature extraction
Computational modeling
Robustness
Adversarial perturbation
adversarially robust training
deep hashing
multimodal retrieval
An Integrated Data Envelopment Analysis and Non-Cooperative Game Approach for Public Transportation Incentive Subsidy Allocation
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 16
作者:
Xie, Qiwei
;
Wu, Xiao
;
Dai, Qianzhi
;
Zheng, Xiaolong
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:132/0
  |  
提交时间:2022/09/19
Resource management
Costs
Government
Games
Industries
Behavioral sciences
Data envelopment analysis
Subsidy allocation
data envelopment analysis
information asymmetry
Nash non-cooperative game
Carbon price prediction considering climate change: A text-based framework
期刊论文
ECONOMIC ANALYSIS AND POLICY, 2022, 卷号: 74, 页码: 382-401
作者:
Xie, Qiwei
;
Hao, Jingjing
;
Li, Jingyu
;
Zheng, Xiaolong
收藏
  |  
浏览/下载:139/0
  |  
提交时间:2022/07/25
Carbon price prediction
Text mining
Climate change
Long short-term memory (LSTM)
Random forest (RF)