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Deep Learning for Adverse Event Detection From Web Search 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 卷号: 34, 期号: 6, 页码: 2681-2695
Authors:  Ahmad, Faizan;  Abbasi, Ahmed;  Kitchens, Brent;  Adjeroh, Donald;  Zeng, Daniel
Favorite  |  View/Download:18/0  |  Submit date:2022/06/10
Event detection  Drugs  Deep learning  Twitter  Data mining  Context modeling  Automotive engineering  Adverse event detection  search queries  deep learning  auto encoders  query embeddings  user modeling  
COMBINING CROWD AND MACHINE INTELLIGENCE TO DETECT FALSE NEWS ON SOCIAL MEDIA 期刊论文
MIS QUARTERLY, 2022, 卷号: 46, 期号: 2, 页码: 977-1008
Authors:  Wei, Xuan;  Zhang, Zhu;  Zhang, Mingyue;  Chen, Weiyun;  Zeng, Daniel Dajun
Favorite  |  View/Download:9/0  |  Submit date:2022/07/25
False news  fake news  wisdom of crowds  hybrid intelligence  graphical model  
Adaptively Weighted k-Tuple Metric Network for Kinship Verification 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 页码: 14
Authors:  Huang, Sheng;  Lin, Jingkai;  Huangfu, Luwen;  Xing, Yun;  Hu, Junlin;  Zeng, Daniel Dajun
Favorite  |  View/Download:17/0  |  Submit date:2022/06/10
Measurement  Feature extraction  Task analysis  Faces  Deep learning  Convolutional neural networks  Genetics  Deep learning  kinship verification  metric learning  relation network (RN)  triplet loss  
Cyber-Resilient Multi-Energy Management for Complex Systems 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2022, 卷号: 18, 期号: 3, 页码: 2144-2159
Authors:  Zhao, Pengfei;  Cao, Zhidong;  Zeng, Dajun;  Gu, Chenghong;  Wang, Zhaoyu;  Xiang, Yue;  Qadrdan, Meysam;  Chen, Xinlei;  Yan, Xiaohe;  Li, Shuangqi
Favorite  |  View/Download:14/0  |  Submit date:2022/01/27
Indexes  Cogeneration  Uncertainty  Reactive power  Pipelines  Optimization  Natural gas  Cyberattacks  distribution systems  energy hubs  load redistribution (LR) attacks  multienergy systems  real-time operation  resilience enhancement  
Social Media Images as an Emerging Tool to Monitor Adherence to COVID-19 Public Health Guidelines: Content Analysis 期刊论文
JOURNAL OF MEDICAL INTERNET RESEARCH, 2022, 卷号: 24, 期号: 3, 页码: 5
Authors:  Young, Sean D.;  Zhang, Qingpeng;  Zeng, Daniel Dajun;  Zhan, Yongcheng;  Cumberland, William
Favorite  |  View/Download:15/0  |  Submit date:2022/06/10
internet  social media  health informatics  tool  monitor  adherence  COVID-19  public health  guidelines  content analysis  policy  
UNDERSTANDING MEDICATION NONADHERENCE FROM SOCIAL MEDIA: A SENTIMENT-ENRICHED DEEP LEARNING APPROACH br 期刊论文
MIS QUARTERLY, 2022, 卷号: 46, 期号: 1, 页码: 341-372
Authors:  Xie, Jiaheng;  Liu, Xiao;  Zeng, Daniel Dajun;  Fang, Xiao
Favorite  |  View/Download:14/0  |  Submit date:2022/06/10
Sentiment-enriched deep learning  reason mining  social media analytics  health risk analytics  medication nonadherence  
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:16/0  |  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
Favorite  |  View/Download:7/0  |  Submit date:2022/07/25
graph representation learning  deep learning  predictive models  business intelligence  
Knowledge structure driven prototype learning and verification for fact checking 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2022, 卷号: 238, 页码: 10
Authors:  Wang, Shuai;  Mao, Wenji;  Wei, Penghui;  Zeng, Daniel D.
Adobe PDF(965Kb)  |  Favorite  |  View/Download:25/2  |  Submit date:2022/06/10
Fact checking  Knowledge structure  Hierarchical prototype learning  Relation enhancement  Verification  
A Deep Learning Approach for Semantic Analysis of COVID-19-Related Stigma on Social Media 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 9
Authors:  Liu, Lin;  Cao, Zhidong;  Zhao, Pengfei;  Hu, Paul Jen-Hwa;  Zeng, Daniel Dajun;  Luo, Yin
Favorite  |  View/Download:14/0  |  Submit date:2022/06/06
COVID-19  Social networking (online)  Coronaviruses  Blogs  Pandemics  Deep learning  Statistical analysis  Coronavirus disease of 2019 (COVID-19)  deep learning  public sentiment analysis  social media  social stigma