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Forecasting annual natural gas consumption via the application of a novel hybrid model 期刊论文
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2021, 卷号: 28, 期号: 17, 页码: 21411
作者:  Gao, Feng;  Shao, Xueyan
Adobe PDF(996Kb)  |  收藏  |  浏览/下载：183/0  |  提交时间：2022/02/10
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：272/0  |  提交时间：2021/01/26
Multi-objective optimization  Ensemble forecasting  Machine learning  Evolutionary algorithm  Baltic Dry Index  
Identifying the influential factors of commodity futures prices through a new text mining approach 期刊论文
QUANTITATIVE FINANCE, 2020, 卷号: 20, 期号: 12, 页码: 1967-1981
作者:  Li, Jianping;  Li, Guowen;  Zhu, Xiaoqian;  Yao, Yanzhen
Adobe PDF(2919Kb)  |  收藏  |  浏览/下载：232/0  |  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：237/0  |  提交时间：2021/01/16
Forecasting the price of Bitcoin using deep learning 期刊论文
Finance Research Letters, 2020, 期号: 9, 页码: 101755
作者:  Liu, Mingxi;  Li, Guowen;  Li, Jianping;  Zhu, Xiaoqian;  Yao, Yinhong
Adobe PDF(880Kb)  |  收藏  |  浏览/下载：263/1  |  提交时间：2021/01/17
Bitcoin price prediction  Stacked denoising autoencoders  Feature learning  Deep extraction  
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：265/0  |  提交时间：2021/01/16
Cryptocurrency  Trend forecasting  LightGBM  Forecasting performance  
A novel random forest approach for imbalance problem in crime linkage 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2020, 卷号: 195
作者:  Li, Yu-Sheng;  Chi, Hong;  Shao, Xue-Yan;  Qi, Ming-Liang;  Xu, Bao-Guang
Adobe PDF(1474Kb)  |  收藏  |  浏览/下载：229/0  |  提交时间：2021/01/16
An approach for understanding offender modus operandi to detect serial robbery crimes. 期刊论文
Journal of Computational Science, 2019, 期号: 7, 页码: 1-12
作者:  Yu-Sheng Li;  Ming-Liang Qi
Adobe PDF(2311Kb)  |  收藏  |  浏览/下载：196/0  |  提交时间：2021/01/17
Forecasting China's natural gas demand based on optimised nonlinear grey models 期刊论文
ENERGY, 2017, 期号: 140, 页码: 941-951
作者:  Shaikh, Faheemullah;  Ji, Qiang;  Shaikh, Pervez Hameed;  Mirjat, Nayyar Hussain;  Uqaili, Muhammad Aslam
Adobe PDF(662Kb)  |  收藏  |  浏览/下载：319/0  |  提交时间：2018/06/08
A Systematic Overview of Operations Research/Management Science Research in Mainland China: Bibliometric Analysis of the Period 2001-2013 期刊论文
ASIA-PACIFIC JOURNAL OF OPERATIONAL RESEARCH, 2016, 卷号: 33, 期号: 6, 页码: 1-26
作者:  Wu Dengsheng;  Xie Yongjia;  Dai Qianzhi;  Li Jianping
Adobe PDF(455Kb)  |  收藏  |  浏览/下载：354/0  |  提交时间：2017/08/30