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Forecasting container throughput based on wavelet transforms within a decomposition-ensemble methodology: a case study of China 期刊论文
MARITIME POLICY & MANAGEMENT, 2019, 卷号: 46, 期号: 2, 页码: 178-200
作者:  Xie, Gang;  Qian, Yatong;  Yang, Hewei
收藏  |  浏览/下载：198/0  |  提交时间：2019/03/05
Container throughput  wavelet transform  data characteristic analysis  time series forecasting  decomposition-ensemble methodology  
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：184/0  |  提交时间：2018/07/30
Container throughput forecasting  Variational mode decomposition  Support vector regression  Hybridizing grey wolf optimization  Hybrid decomposition-ensemble model  
Does Interval Knowledge Sharpen Forecasting Models? Evidence from China's Typical Ports 期刊论文
INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2018, 卷号: 17, 期号: 2, 页码: 467-483
作者:  Huang, Anqiang;  Lai, Kin Keung;  Qiao, Han;  Wang, Shouyang;  Zhang, Zhenji
收藏  |  浏览/下载：204/0  |  提交时间：2018/07/30
Container throughput forecasting  interval knowledge  SARIMA  SVR  
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：160/0  |  提交时间：2018/07/25
Container throughput  Data characteristic analysis  Model selection  Time series forecasting  Decomposition-ensemble methodology  
A TRANSFER FORECASTING MODEL FOR CONTAINER THROUGHPUT GUIDED BY DISCRETE PSO 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2014, 卷号: 27, 期号: 1, 页码: 181-192
作者:  Xiao Jin;  Xiao Yi;  Fu Julei;  Lai Kin Keung
收藏  |  浏览/下载：115/0  |  提交时间：2021/01/14
HONG-KONG  CARGO THROUGHPUT  PORT  TIME  Analog complexing  container throughput forecasting  discrete particle swarm optimization  transfer forecasting model