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中国科学院自动化研究所机构知识库
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:132/18
  |  
Submit date:2022/06/17
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
Authors:
Zhang, Xingwei
;
Zheng, Xiaolong
;
Mao, Wenji
;
Zeng, Daniel Dajun
;
Wang, Fei-Yue
Favorite
  |  
View/Download:25/0
  |  
Submit date: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
Authors:
Zhang, Xingwei
;
Zheng, Xiaolong
;
Liu, Bin
;
Wang, Xiao
;
Mao, Wenji
;
Zeng, Daniel Dajun
;
Wang, Fei-Yue
Favorite
  |  
View/Download:26/0
  |  
Submit date: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
Authors:
Xie, Qiwei
;
Wu, Xiao
;
Dai, Qianzhi
;
Zheng, Xiaolong
;
Wang, Fei-Yue
Favorite
  |  
View/Download:33/0
  |  
Submit date: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
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:95/15
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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:40/0
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Submit date:2022/07/25
Carbon price prediction
Text mining
Climate change
Long short-term memory (LSTM)
Random forest (RF)
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
Favorite
  |  
View/Download:41/0
  |  
Submit date:2022/07/25
graph representation learning
deep learning
predictive models
business intelligence
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
  |  
View/Download:52/0
  |  
Submit date:2022/06/06
paced learning
temporal convolutional network
factorization machine
wide & deep
malicious URL detection
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:76/7
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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
Favorite
  |  
View/Download:39/0
  |  
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