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Knowledge Commons of Institute of Automation,CAS
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Improving the Data Quality for Credit Card Fraud Detection
会议论文
, Arlington, VA, USA, 2022-11
Authors:
Rongrong Jing
;
Hu Tian
;
Yidi Li
;
Xingwei Zhang
;
Xiaolong Zheng
;
Zhu Zhang
;
Daniel Dajun Zeng
Adobe PDF(472Kb)
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View/Download:42/6
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Submit date:2022/06/17
Self-Training Based Semi-Supervised and Semi-Paired Hashing Cross-Modal Retrieval
会议论文
, Padua, Italy, 2022-07
Authors:
Rongrong Jing
;
Hu Tian
;
Xingwei Zhang
;
Gang Zhou
;
Xiaolong Zheng
;
Dajun Zeng
Adobe PDF(682Kb)
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View/Download:29/6
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Submit date:2022/06/17
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
Authors:
Xie, Qiwei
;
Hao, Jingjing
;
Li, Jingyu
;
Zheng, Xiaolong
Favorite
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View/Download:6/0
  |  
Submit date:2022/07/25
Carbon price prediction
Text mining
Climate change
Long short-term memory (LSTM)
Random forest (RF)
An imaging-based artificial intelligence model for non-invasive grading of hepatic venous pressure gradient in cirrhotic portal hypertension
期刊论文
CELL REPORTS MEDICINE, 2022, 卷号: 3, 期号: 3, 页码: 13
Authors:
Yu, Qian
;
Huang, Yifei
;
Li, Xiaoguo
;
Pavlides, Michael
;
Liu, Dengxiang
;
Luo, Hongwu
;
Ding, Huiguo
;
An, Weimin
;
Liu, Fuquan
;
Zuo, Changzeng
;
Lu, Chunqiang
;
Tang, Tianyu
;
Wang, Yuancheng
;
Huang, Shan
;
Liu, Chuan
;
Zheng, Tianlei
;
Kang, Ning
;
Liu, Changchun
;
Wang, Jitao
;
Akcalar, Seray
;
Celebioglu, Emrecan
;
Ustuner, Evren
;
Bilgic, Sadik
;
Fang, Qu
;
Fu, Chi-Cheng
;
Zhang, Ruiping
;
Wang, Chengyan
;
Wei, Jingwei
;
Tian, Jie
;
Ormeci, Necati
;
Ellik, Zeynep
;
Asiller, Ozgun Omer
;
Ju, Shenghong
;
Qi, Xiaolong
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View/Download:17/0
  |  
Submit date:2022/06/10
venous pressure gradient (HVPG)
Robust Detection of Malicious URLs With Self-Paced Wide & Deep Learning
期刊论文
IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING, 2022, 卷号: 19, 期号: 2, 页码: 717-730
Authors:
Liang, Yunji
;
Wang, Qiushi
;
Xiong, Kang
;
Zheng, Xiaolong
;
Yu, Zhiwen
;
Zeng, Daniel
Favorite
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View/Download:16/0
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Submit date:2022/06/06
paced learning
temporal convolutional network
factorization machine
wide & deep
malicious URL detection
Inductive Representation Learning on Dynamic Stock Co-Movement Graphs for Stock Predictions
期刊论文
INFORMS JOURNAL ON COMPUTING, 2022, 页码: 19
Authors:
Tian, Hu
;
Zheng, Xiaolong
;
Zhao, Kang
;
Liu, Maggie Wenjing
;
Zeng, Daniel Dajun
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View/Download:7/0
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Submit date:2022/07/25
graph representation learning
deep learning
predictive models
business intelligence
HackRL: Reinforcement learning with hierarchical attention for cross-graph knowledge fusion and collaborative reasoning
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2021, 卷号: 233, 页码: 14
Authors:
Yang, Linyao
;
Wang, Xiao
;
Dai, Yuxin
;
Xin, Kejun
;
Zheng, Xiaolong
;
Ding, Weiping
;
Zhang, Jun
;
Wang, Fei-Yue
Adobe PDF(1159Kb)
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View/Download:28/1
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Submit date:2021/12/28
Knowledge fusion
Knowledge reasoning
Decision-making
Hierarchical graph attention
Reinforcement learning
Game Starts at GameStop: Characterizing the Collective Behaviors and Social Dynamics in the Short Squeeze Episode
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2021, 页码: 14
Authors:
Zheng, Xiaolong
;
Tian, Hu
;
Wan, Zhe
;
Wang, Xiao
;
Zeng, Daniel Dajun
;
Wang, Fei-Yue
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View/Download:12/0
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Submit date:2022/01/27
Social networking (online)
Dictionaries
Stock markets
Investment
Games
Analytical models
Market research
Dynamic interaction network
financial market
GameStop
short squeeze
social network analysis
Adversarial Perturbation Defense on Deep Neural Networks
期刊论文
ACM COMPUTING SURVEYS, 2021, 卷号: 54, 期号: 8, 页码: 36
Authors:
Zhang, Xingwei
;
Zheng, Xiaolong
;
Mao, Wenji
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View/Download:16/0
  |  
Submit date:2021/12/28
Adversarial perturbation defense
deep neural networks
security
origin
epsilon-k anonymization and adversarial training of graph neural networks for privacy preservation in social networks
期刊论文
ELECTRONIC COMMERCE RESEARCH AND APPLICATIONS, 2021, 卷号: 50, 页码: 17
Authors:
Tian, Hu
;
Zheng, Xiaolong
;
Zhang, Xingwei
;
Zeng, Daniel Dajun
Favorite
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View/Download:19/0
  |  
Submit date:2021/12/28
Privacy preservation
Anonymization
Graph neural networks
Social network