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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：233/0  |  提交时间：2021/01/26
Multi-objective optimization  Ensemble forecasting  Machine learning  Evolutionary algorithm  Baltic Dry Index  
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：137/0  |  提交时间：2021/01/16
A Novel Ensemble Approach for the Forecasting of Energy Demand Based on the Artificial Bee Colony Algorithm 期刊论文
ENERGIES, 2020, 卷号: 13, 页码: 550
作者:  Hao, Jun;  Sun, Xiaolei;  Feng, Qianqian
Adobe PDF(3034Kb)  |  收藏  |  浏览/下载：200/0  |  提交时间：2021/01/16
A novel cryptocurrency price trend forecasting model based on LightGBM 期刊论文
FINANCE RESEARCH LETTERS, 2020, 卷号: 32, 期号: 101084, 页码: 1
作者:  Sun Xiaolei;  Liu Mingxi;  Sima Zeqian
Adobe PDF(828Kb)  |  收藏  |  浏览/下载：224/0  |  提交时间：2021/01/16
Cryptocurrency  Trend forecasting  LightGBM  Forecasting performance  
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：163/0  |  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：165/0  |  提交时间：2021/01/16
Pension Fund Asset Allocation: A Mean-Variance Model with CVaR Constraints 期刊论文
Procedia Computer Science, 2017, 期号: 108c, 页码: 1302-1307
作者:  Chen, Yibing;  Sun, Xiaolei;  Li, Jianping
Adobe PDF(552Kb)  |  收藏  |  浏览/下载：283/0  |  提交时间：2018/06/11
A dynamic analysis on global natural gas trade network 期刊论文
ECONOMIC MODELLING, 2014, 卷号: 42, 期号: 1, 页码: 287-295
作者:  Sun, XL;  Tang, L;  Yang, YY;  Wu, DS;  Li, JP
Adobe PDF(2088Kb)  |  收藏  |  浏览/下载：288/0  |  提交时间：2015/07/24
China's Sovereign Wealth Fund Investments in overseas energy: The energy security perspective 期刊论文
ENERGY POLICY, 2014, 期号: 65, 页码: 654-661
作者:  Sun, XL;  Li, JP;  Wang, YF;  Clark, WW;  北京8712信箱
Adobe PDF(289Kb)  |  收藏  |  浏览/下载：286/0  |  提交时间：2016/09/19
Identifying the dynamic relationship between tanker freight rates and oil prices: In the perspective of multiscale relevance 期刊论文
ECONOMIC MODELLING, 2014, 期号: 42, 页码: 287-295
作者:  Sun, XL;  Tang, L;  Yang, YY;  Wu, DS;  Li, JP;  北京8712信箱
Adobe PDF(1591Kb)  |  收藏  |  浏览/下载：293/0  |  提交时间：2016/09/19