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A dynamic ensemble learning with multi-objective optimization for oil prices prediction 期刊论文
RESOURCES POLICY, 2022, 卷号: 79
作者:  Hao, Jun;  Feng, Qianqian;  Yuan, Jiaxin;  Sun, Xiaolei;  Li, Jianping
收藏  |  浏览/下载：70/0  |  提交时间：2023/05/30
Ensemble forecasting  Dynamic ensemble  Time-varying weight  Oil price forecasting  Multi-objective optimization  
MAHE-IM: Multiple Aggregation of Heterogeneous Relation Embedding for Influence Maximization on Heterogeneous Information Network 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2022, 卷号: 202
作者:  Li, Ying;  Li, Linlin;  Liu, Yijun;  Li, Qianqian
收藏  |  浏览/下载：34/0  |  提交时间：2023/05/30
Influence maximization  Heterogeneous information network  Network embedding  
Leveraging multidimensional features for policy opinion sentiment prediction 期刊论文
INFORMATION SCIENCES, 2022, 卷号: 610, 页码: 215
作者:  Hou, Wenju;  Li, Ying;  Liu, Yijun;  Li, Qianqian
收藏  |  浏览/下载：48/0  |  提交时间：2023/05/30
Policy opinion  Sentiment prediction  Deep learning  Feature engineering  
Optimal selection of heterogeneous ensemble strategies of time series forecasting with multi-objective programming 期刊论文
Expert Systems with Applications, 2021, 卷号: 166, 页码: 114091
作者:  Jianping Li;  Jun Hao;  Qianqian Feng;  Xiaolei Sun;  Mingxi Liu
Adobe PDF(1654Kb)  |  收藏  |  浏览/下载：227/0  |  提交时间：2021/01/26
Multi-objective optimization  Ensemble forecasting  Machine learning  Evolutionary algorithm  Baltic Dry Index  
Link prediction in supernetwork: Risk perception of emergencies 期刊论文
Journal of Information Science, 2020, 期号: 11, 页码: 1-19
作者:  Ma N(马宁);  Liu YJ(刘怡君);  Li LL(李凉凉)
Adobe PDF(2576Kb)  |  收藏  |  浏览/下载：247/1  |  提交时间：2021/01/18
Multi-scale interactions between economic policy uncertainty and oil prices in time-frequency domains 期刊论文
NORTH AMERICAN JOURNAL OF ECONOMICS AND FINANCE, 2020, 卷号: 51, 期号: 1, 页码: 100854
作者:  Sun, Xiaolei;  Chen, Xiuwen;  Wang, Jun;  Li, Jianping
Adobe PDF(4928Kb)  |  收藏  |  浏览/下载：134/0  |  提交时间：2021/01/16
How do sovereign credit default swap spreads behave under extreme oil price movements? Evidence from G7 and BRICS countries 期刊论文
FINANCE RESEARCH LETTERS, 2020, 卷号: 34
作者:  Wang, Jun;  Sun, Xiaolei;  Li, Jianping
收藏  |  浏览/下载：115/0  |  提交时间：2021/01/16
Multi-objective optimization of crude oil-supply portfolio based on interval prediction data 期刊论文
ANNALS OF OPERATIONS RESEARCH, 2020
作者:  Sun, Xiaolei;  Hao, Jun;  Li, Jianping
收藏  |  浏览/下载：151/0  |  提交时间：2021/01/16
Spillovers among sovereign CDS, stock and commodity markets: A correlation network perspective 期刊论文
INTERNATIONAL REVIEW OF FINANCIAL ANALYSIS, 2020, 卷号: 68, 期号: 3, 页码: 101271
作者:  Sun, Xiaolei;  Wang, Jun;  Yao, Yanzhen;  Li, Jingyu;  Li, Jianping
Adobe PDF(1549Kb)  |  收藏  |  浏览/下载：158/0  |  提交时间：2021/01/16
Assessing the extreme risk spillovers of international commodities on maritime markets: A GARCH-Copula-CoVaR approach 期刊论文
INTERNATIONAL REVIEW OF FINANCIAL ANALYSIS, 2020, 卷号: 68, 期号: 3, 页码: 101453
作者:  Sun, Xiaolei;  Liu, Chang;  Wang, Jun;  Li, Jianping
Adobe PDF(3245Kb)  |  收藏  |  浏览/下载：157/0  |  提交时间：2021/01/16