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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：151/0  |  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：236/0  |  提交时间：2021/01/26
Multi-objective optimization  Ensemble forecasting  Machine learning  Evolutionary algorithm  Baltic Dry Index  
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：204/0  |  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：226/1  |  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：228/0  |  提交时间：2021/01/16
Cryptocurrency  Trend forecasting  LightGBM  Forecasting performance  
The effects of urban agglomeration economies on carbon emissions: Evidence from Chinese cities 期刊论文
JOURNAL OF CLEANER PRODUCTION, 2018, 期号: 172, 页码: 1096-1110
作者:  Han, Feng;  Xie, Ru;  Lu, Yue;  Fang, Jiayu;  Liu, Yu
Adobe PDF(463Kb)  |  收藏  |  浏览/下载：306/0  |  提交时间：2018/06/08
CoFea: A Novel Approach to Spam Review Identification Based on Entropy and Co-Training 期刊论文
ENTROPY, 2016, 卷号: 18, 期号: 12, 页码: 429
作者:  Zhang Wen;  Bu Chaoqi;  Yoshida Taketoshi;  Zhang Siguang
Adobe PDF(815Kb)  |  收藏  |  浏览/下载：218/0  |  提交时间：2017/08/30
Comparative study of classifier ensembles for cost-sensitive credit risk assessment 期刊论文
INTELLIGENT DATA ANALYSIS, 2015, 期号: 19, 页码: 127-144
作者:  Du, Huibin;  Li, Bingli;  Brown, Marilyn A.;  Mao, Guozhu;  Rameezdeen, Raufdeen;  Chen, Hao
Adobe PDF(399Kb)  |  收藏  |  浏览/下载：287/0  |  提交时间：2016/09/08
TOPSIS method for quality credit evaluation: A case of air-conditioning market in China 期刊论文
JOURNAL OF COMPUTATIONAL SCIENCE, 2014, 期号: 5, 页码: 99-105
作者:  Zhu, XQ;  Wang, F;  Wang, HY;  Liang, CZ;  Tang, R;  Sun, XL;  Li, JP;  北京8712信箱
Adobe PDF(769Kb)  |  收藏  |  浏览/下载：279/0  |  提交时间：2016/09/19
Evolution strategy based adaptive L-q penalty support vector machines with Gauss kernel for credit risk analysis 期刊论文
APPLIED SOFT COMPUTING, 2012, 卷号: 12, 期号: 8, 页码: 8,2675-2682
作者:  Li, JP;  Li, G;  Sun, DX;  Lee, CF
Adobe PDF(505Kb)  |  收藏  |  浏览/下载：641/4  |  提交时间：2012/11/12
Adaptive Penalty  Support Vector Machine  Credit Risk Classification  Evolution Strategy