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An innovative ensemble learning air pollution early-warning system for China based on incremental extreme learning machine 期刊论文
ATMOSPHERIC POLLUTION RESEARCH, 2021, 卷号: 12, 期号: 9, 页码: 15
作者:  Du, Zongjuan;  Heng, Jiani;  Niu, Mingfei;  Sun, Shaolong
收藏  |  浏览/下载:112/0  |  提交时间:2022/04/02
Air quality early-warning system  Length-changeable incremental extreme  learning machine  Hybrid ensemble model  Fuzzy evaluation  
A novel hybrid decomposition-ensemble model based on VMD and HGWO for container throughput forecasting 期刊论文
APPLIED MATHEMATICAL MODELLING, 2018, 卷号: 57, 页码: 163-178
作者:  Niu, Mingfei;  Hu, Yueyong;  Sun, Shaolong;  Liu, Yu
收藏  |  浏览/下载:143/0  |  提交时间:2018/07/30
Container throughput forecasting  Variational mode decomposition  Support vector regression  Hybridizing grey wolf optimization  Hybrid decomposition-ensemble model  
Data characteristic analysis and model selection for container throughput forecasting within a decomposition-ensemble methodology 期刊论文
TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2017, 卷号: 108, 页码: 160-178
作者:  Xie, Gang;  Zhang, Ning;  Wang, Shouyang
收藏  |  浏览/下载:140/0  |  提交时间:2018/07/25
Container throughput  Data characteristic analysis  Model selection  Time series forecasting  Decomposition-ensemble methodology  
A novel hybrid decomposition-and-ensemble model based on CEEMD and GWO for short-term PM2.5 concentration forecasting 期刊论文
ATMOSPHERIC ENVIRONMENT, 2016, 卷号: 134, 页码: 168-180
作者:  Niu, Mingfei;  Wang, Yufang;  Sun, Shaolong;  Li, Yongwu
收藏  |  浏览/下载:113/0  |  提交时间:2018/07/30
Complementary ensemble empirical mode decomposition  Grey wolf optimizer  Support vector regression  Hybrid decomposition-ensemble model  PM2.5 concentration forecasting  
A novel mode-characteristic-based decomposition ensemble model for nuclear energy consumption forecasting 期刊论文
ANNALS OF OPERATIONS RESEARCH, 2015, 卷号: 234, 期号: 1, 页码: 111-132
作者:  Tang, Ling;  Wang, Shuai;  He, Kaijian;  Wang, Shouyang
收藏  |  浏览/下载:131/0  |  提交时间:2018/07/30
Decomposition ensemble model  Data-characteristic-based modeling  Nuclear energy consumption forecasting  Time series analysis  Intelligent knowledge management  
Least squares support vector machines ensemble models for credit scoring 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2010, 卷号: 37, 期号: 1, 页码: 127-133
作者:  Zhou, Ligang;  Lai, Kin Keung;  Yu, Lean
收藏  |  浏览/下载:100/0  |  提交时间:2018/07/30
Credit scoring  Support vector machines  Ensemble model  
A novel nonlinear ensemble forecasting model incorporating GLAR and ANN for foreign exchange rates 期刊论文
COMPUTERS & OPERATIONS RESEARCH, 2005, 卷号: 32, 期号: 10, 页码: 2523-2541
作者:  Yu, L;  Wang, SY;  Lai, KK
收藏  |  浏览/下载:116/0  |  提交时间:2018/07/30
GLAR  AW  nonlinear ensemble model  forecasting  foreign exchange rates