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CASIA OpenIR
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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：360/86  |  提交时间：2022/07/25
graph representation learning  deep learning  predictive models  business intelligence  
A Graph-Based Semi-Supervised Fraud Detection Framework 会议论文
, Beijing, China, 2021-05-31
作者:  Rongrong Jing;  Xiaolong Zheng;  Hu Tian;  Xingwei Zhang;  Weiyun Chen;  Dash Desheng Wu;  Daniel Dajun Zeng
Adobe PDF(1227Kb)  |  收藏  |  浏览/下载：253/62  |  提交时间：2022/06/17
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：295/122  |  提交时间：2022/06/16
Natural language processing  Document representation  Document classification  Graph neural network  Quantum probability  
A BERT-based Heterogeneous Graph Convolution Approach for Mining Organization-Related Topics 会议论文
, Padua, Italy, 2022-07
作者:  Haoda Qian;  Minjie Yuan;  Qiudan Li;  Daniel Zeng
Adobe PDF(646Kb)  |  收藏  |  浏览/下载：342/105  |  提交时间：2022/06/14
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：508/92  |  提交时间：2022/06/10
Fact checking  Knowledge structure  Hierarchical prototype learning  Relation enhancement  Verification  
A hybrid machine learning framework for analyzing human decision-making through learning preferences * , ** 期刊论文
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2021, 卷号: 101, 页码: 18
作者:  Guo, Mengzhuo;  Zhang, Qingpeng;  Liao, Xiuwu;  Chen, Frank Youhua;  Zeng, Daniel Dajun
收藏  |  浏览/下载：263/0  |  提交时间：2021/04/27
Decision analysis  Business analytics  Predictive modeling  Big data analytics  Machine learning  Multiple criteria decision analysis  
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
Adobe PDF(776Kb)  |  收藏  |  浏览/下载：403/87  |  提交时间：2019/07/12
Network analysis  Representation learning  Behavioral analysis  Random walk  Heterogeneous network  
A Novel Embedding Method for News Diffusion Prediction 会议论文
, New Orleans, Louisiana, USA, 2018-2
作者:  Liu,Ruoran;  Li,Qiudan;  Wang,Can;  Wang,Lei;  Zeng,Daniel Dajun
Adobe PDF(456Kb)  |  收藏  |  浏览/下载：312/123  |  提交时间：2019/04/29
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：328/84  |  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
Adobe PDF(2318Kb)  |  收藏  |  浏览/下载：307/122  |  提交时间：2018/03/09
Social Tagging Systems