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科研机构
自动化研究所 [14]
内容类型
期刊论文 [10]
会议论文 [4]
发表日期
2021 [14]
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共14条,第1-10条
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发表日期:2021
专题:自动化研究所
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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
作者:
Yang, Linyao
;
Wang, Xiao
;
Dai, Yuxin
;
Xin, Kejun
;
Zheng, Xiaolong
收藏
  |  
浏览/下载:43/0
  |  
提交时间: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
作者:
Zheng, Xiaolong
;
Tian, Hu
;
Wan, Zhe
;
Wang, Xiao
;
Zeng, Daniel Dajun
收藏
  |  
浏览/下载:40/0
  |  
提交时间: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
Predicting product adoption intentions: An integrated behavioral model-inspired multiview learning approach
期刊论文
INFORMATION & MANAGEMENT, 2021, 卷号: 58, 期号: 7, 页码: 12
作者:
Zhang, Zhu
;
Wei, Xuan
;
Zheng, Xiaolong
;
Zeng, Daniel Dajun
收藏
  |  
浏览/下载:41/0
  |  
提交时间:2021/11/04
Text mining
Deep learning
Product adoption intention
Multi-view learning
Adversarial Perturbation Defense on Deep Neural Networks
期刊论文
ACM COMPUTING SURVEYS, 2021, 卷号: 54, 期号: 8, 页码: 36
作者:
Zhang, Xingwei
;
Zheng, Xiaolong
;
Mao, Wenji
收藏
  |  
浏览/下载:42/0
  |  
提交时间: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
作者:
Tian, Hu
;
Zheng, Xiaolong
;
Zhang, Xingwei
;
Zeng, Daniel Dajun
收藏
  |  
浏览/下载:38/0
  |  
提交时间:2021/12/28
Privacy preservation
Anonymization
Graph neural networks
Social network
Evaluation and Spatial-Temporal Difference Analysis of Urban Water Resource Utilization Efficiency Based on Two-Stage DEA Model
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2021, 页码: 15
作者:
Xie, Qiwei
;
Ma, Hewen
;
Zheng, Xiaolong
;
Wang, Xiao
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:35/0
  |  
提交时间:2022/01/27
Water resources
Biological system modeling
Urban areas
Economics
Econometrics
Analytical models
Water pollution
Bayes information criterion (BIC)
cities
data envelopment analysis (DEA)
Shannon entropy
spatial econometric
utilization efficiency of urban water resources
Detecting Product Adoption Intentions via Multiview Deep Learning
期刊论文
INFORMS JOURNAL ON COMPUTING, 2021, 页码: 17
作者:
Zhang, Zhu
;
Wei, Xuan
;
Zheng, Xiaolong
;
Li, Qiudan
;
Zeng, Daniel Dajun
收藏
  |  
浏览/下载:47/0
  |  
提交时间:2021/12/28
web mining
business intelligence
intention detection
deep learning
social media analytics
A GNN-based Few-shot learning model on the Credit Card Fraud detection
会议论文
Beijing, China, 2021-07-15_2021-08-15
作者:
Rongrong Jing
;
Hu Tian
;
Gang Zhou
;
Xingwei Zhang
;
Xiaolong Zheng
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2022/06/17
Analyzing the Hidden Causal Interactions in Large-Scale Social Networks: A Case Study on GameStop
会议论文
Beijing, China, 2021-07-15 _ 2021-08-15
作者:
Gang Zhou
;
Rongrong Jing
;
Xiaolong Zheng
;
Xingwei Zhang
;
Hu Tian
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2022/06/17
Energy-efficient Collaborative Sensing: Learning the Latent Correlations of Heterogeneous Sensors
期刊论文
ACM TRANSACTIONS ON SENSOR NETWORKS, 2021, 卷号: 17, 期号: 3, 页码: 28
作者:
Liang, Yunji
;
Wang, Xin
;
Yu, Zhiwen
;
Guo, Bin
;
Zheng, Xiaolong
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2022/06/10
Energy efficiency
latent correlation learning
collaboration sensing
internet of things
temporal convolutional network
attention mechanism
multi-task learning
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