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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：228/0  |  提交时间：2021/01/26
Multi-objective optimization  Ensemble forecasting  Machine learning  Evolutionary algorithm  Baltic Dry Index  
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：215/0  |  提交时间：2021/01/16
Cryptocurrency  Trend forecasting  LightGBM  Forecasting performance  
Effects of Structural Oil Shocks on Output, Exchange Rate, and Inflation in the BRICS Countries: A Structural Vector Autoregression Approach 期刊论文
EMERGING MARKETS FINANCE AND TRADE, 2015, 期号: 51, 页码: 1129-1140
作者:  Ji, Qiang;  Liu, Ming-Lei;  Fan, Ying
Adobe PDF(715Kb)  |  收藏  |  浏览/下载：214/0  |  提交时间：2016/09/12