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Large-scale group decision-making framework for the site selection of integrated floating photovoltaic-pumped storage power system 期刊论文
JOURNAL OF ENERGY STORAGE, 2021, 卷号: 43, 期号: 103125, 页码: 1-20
作者:  Guo, Fengjia;  Gao, Jianwei;  Men, Huijuan;  Fan, Yuejin;  Liu, Huihui
Adobe PDF(5579Kb)  |  收藏  |  浏览/下载：179/0  |  提交时间：2022/02/10
基于多元驱动因素的主权CDS利差预测研究 期刊论文
计量经济学报, 2021, 卷号: 1, 期号: 02, 页码: 362-376
作者:  李建平;  王军;  冯倩倩;  孙晓蕾
Adobe PDF(718Kb)  |  收藏  |  浏览/下载：286/0  |  提交时间：2022/01/26
主权CDS  主权风险  MIV算法  多元驱动因素  
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：235/0  |  提交时间：2021/01/26
Multi-objective optimization  Ensemble forecasting  Machine learning  Evolutionary algorithm  Baltic Dry Index  
Forecasting residential electricity consumption using a hybrid machine learning model with online search data 期刊论文
Applied Energy, 2021, 期号: 300, 页码: 1-13
作者:  Gao Feng;  Chi Hong;  Shao Xueyan
收藏  |  浏览/下载：177/0  |  提交时间：2022/03/01
Residential electricity consumption forecasting  Online search data  Extreme learning machine  Jaya  
Forecasting China's sovereign CDS with a decomposition reconstruction strategy 期刊论文
APPLIED SOFT COMPUTING, 2021, 卷号: 105, 期号: 7, 页码: 107291
作者:  Li, Jianping;  Hao, Jun;  Sun, Xiaolei;  Feng, Qianqian
Adobe PDF(5310Kb)  |  收藏  |  浏览/下载：170/0  |  提交时间：2022/02/10
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：203/0  |  提交时间：2021/01/16
Simultaneously capturing multiple dependence features in bank risk integration: A mixture copula framework 专著章节/文集论文
出自: Handbook of Financial Econometrics, Mathematics, Statistics, and Technology, Singapore:World Scientific, 2020
作者:  Zhu, Xiaoqian;  Li, Jianping;  Wu, Dengsheng
Adobe PDF(2192Kb)  |  收藏  |  浏览/下载：173/0  |  提交时间：2021/01/17
Support Vector Machines Based Methodology for Credit Risk Analysis 专著章节/文集论文
出自: Handbook of Financial Econometrics, Mathematics, Statistics, and Technology, Singapore:World Scientific, 2020
作者:  Jianping Li;  Mingxi Liu;  Cheng-Few Lee;  Dengsheng Wu
Adobe PDF(696Kb)  |  收藏  |  浏览/下载：289/0  |  提交时间：2021/01/26
Support Vector Machines  Feature Extraction  Kernel Function Selection  Hyper-Parameter Optimization  Credit Risk Classification  
A novel text-based framework for forecasting agricultural futures using massive online news headlines 期刊论文
International Journal of Forecasting, 2020, 期号: 4, 页码: 1-16
作者:  Li, Jianping;  Li, Guowen;  Liu, Mingxi;  Zhu, Xiaoqian;  Wei, Lu
Adobe PDF(1780Kb)  |  收藏  |  浏览/下载：192/0  |  提交时间：2021/01/17
Agricultural futures  Price forecasting  Text analysis  Financial risk  Influential factors  
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：226/0  |  提交时间：2021/01/16
Cryptocurrency  Trend forecasting  LightGBM  Forecasting performance