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Inductive Representation Learning on Dynamic Stock Co-Movement Graphs for Stock Predictions 期刊论文
INFORMS JOURNAL ON COMPUTING, 2022, 页码: 19
作者:  Tian, Hu;  Zheng, Xiaolong;  Zhao, Kang;  Liu, Maggie Wenjing;  Zeng, Daniel Dajun
Adobe PDF(1329Kb)  |  收藏  |  浏览/下载：292/60  |  提交时间：2022/07/25
graph representation learning  deep learning  predictive models  business intelligence  
Quantum Probability-inspired Graph Neural Network for Document Representation and Classification 期刊论文
Neurocomputing, 2021, 卷号: 445, 页码: 276-286
作者:  Yan, Peng;  Li, Lingjing;  Jin, Miaotianzi;  Zeng, Daniel
Adobe PDF(1744Kb)  |  收藏  |  浏览/下载：241/105  |  提交时间：2022/06/16
Natural language processing  Document representation  Document classification  Graph neural network  Quantum probability  
Knowledge structure driven prototype learning and verification for fact checking 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2022, 卷号: 238, 页码: 10
作者:  Wang, Shuai;  Mao, Wenji;  Wei, Penghui;  Zeng, Daniel D.
Adobe PDF(965Kb)  |  收藏  |  浏览/下载：404/71  |  提交时间：2022/06/10
Fact checking  Knowledge structure  Hierarchical prototype learning  Relation enhancement  Verification  
Analyzing the dynamic sectoral influence in Chinese and American stock markets 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2019, 卷号: 536, 页码: 15
作者:  Tian, Hu;  Zheng, Xiaolong;  Zeng, Daniel Danjun
Adobe PDF(2694Kb)  |  收藏  |  浏览/下载：299/27  |  提交时间：2020/03/30
Sectoral influence  Multi-time scales  Causal network  Granger causality  Empirical mode decomposition  
HiWalk: Learning node embeddings from heterogeneous networks 期刊论文
INFORMATION SYSTEMS, 2019, 卷号: 81, 期号: 1, 页码: 82-91
作者:  Bai, Jie;  Li, Linjing;  Zeng, Daniel
浏览  |  Adobe PDF(776Kb)  |  收藏  |  浏览/下载：363/74  |  提交时间：2019/07/12
Network analysis  Representation learning  Behavioral analysis  Random walk  Heterogeneous network  
Modelling Online User Behaviors with Competitive Interactions 期刊论文
Information & Management, 2018, 卷号: 1, 期号: 1, 页码: 1-11
作者:  Saike He;  Xiaolong Zheng;  Daniel Dajun Zeng
浏览  |  Adobe PDF(3073Kb)  |  收藏  |  浏览/下载：292/72  |  提交时间：2018/10/15
Online Behaviors  Competitive Interactions  Homophily  Homeostasis  Social Media  
A Random Walk Model for Item Recommendation in Social Tagging Systems 期刊论文
ACM Transactions on Management Information Systems, 2013, 卷号: 4, 期号: 1, 页码: 1-24
作者:  Zhu Zhang;  Daniel Dajun Zeng;  Ahmed Abbasi;  Jing Peng;  Xiaolong Zheng
浏览  |  Adobe PDF(2318Kb)  |  收藏  |  浏览/下载：269/109  |  提交时间：2018/03/09
Social Tagging Systems  
Adaptive tracking control for switched stochastic nonlinear systems with unknown actuator dead-zone 期刊论文
Automatica, 2015, 期号: 60, 页码: 193-200
作者:  Xudong Zhao;  Peng Shi;  Xiaolong Zheng;  Lixian Zhang
浏览  |  Adobe PDF(649Kb)  |  收藏  |  浏览/下载：306/161  |  提交时间：2018/01/08
Switched Systems  Stochastic Systems  Adaptive Control  Unknown Nonsymmetric Actuator Dead-zone  
Personality-based refinement for sentiment classification in microblog 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2017, 卷号: 132, 期号: 132, 页码: 204-214
作者:  Lin, Junjie;  Mao, Wenji;  Zeng, Daniel D.
Adobe PDF(965Kb)  |  收藏  |  浏览/下载：537/232  |  提交时间：2018/01/04
Sentiment Classification  Social Media Analytics  Personality Prediction  Big Five Model  
Mining opinion summarizations using convolutional neural networks in Chinese microblogging systems 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2016, 卷号: 107, 期号: 1, 页码: 289-300
作者:  Li, Qiudan;  Jin, Zhipeng;  Wang, Can;  Zeng, Daniel Dajun;  Daniel Dajun Zeng
Adobe PDF(1540Kb)  |  收藏  |  浏览/下载：913/363  |  提交时间：2016/10/23
Chinese Microblogging Systems  Hot Topics  Convolutional Neural Network  Opinion Summarization  Maximal Marginal Relevance