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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：163/0  |  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：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  
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：167/0  |  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：140/0  |  提交时间：2018/07/25
Container throughput  Data characteristic analysis  Model selection  Time series forecasting  Decomposition-ensemble methodology  
Forecasting with model selection or model averaging: a case study for monthly container port throughput 期刊论文
TRANSPORTMETRICA A-TRANSPORT SCIENCE, 2016, 卷号: 12, 期号: 4, 页码: 366-384
作者:  Gao, Yan;  Luo, Meifeng;  Zou, Guohua
收藏  |  浏览/下载：97/0  |  提交时间：2018/07/30
Model combination  model selection  time series forecast  structural change VAR model  container throughput  
Improving Forecasting Performance by Exploiting Expert Knowledge: Evidence from Guangzhou Port 期刊论文
INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2016, 卷号: 15, 期号: 2, 页码: 387-401
作者:  Huang, Anqiang;  Qiao, Han;  Wang, Shouyang;  Liu, John
收藏  |  浏览/下载：86/0  |  提交时间：2018/07/30
Container throughput forecast  expert knowledge  subjective judgment  
Throughput estimation based port development and management policies analysis 期刊论文
MARITIME POLICY & MANAGEMENT, 2016, 卷号: 43, 期号: 1, 页码: 84-97
作者:  Xiao, Yi;  Wang, Shouyang;  Liu, John J.;  Xiao, Jin;  Hu, Yi
收藏  |  浏览/下载：88/0  |  提交时间：2018/07/30
port development and management  policies analysis  container throughput estimation  
Evolving competition between Hong Kong and Shenzhen ports 期刊论文
MARITIME POLICY & MANAGEMENT, 2015, 卷号: 42, 期号: 8, 页码: 729-745
作者:  Tian, Xin;  Liu, Liming;  Wang, Shouyang
收藏  |  浏览/下载：93/0  |  提交时间：2018/07/30
competition  container throughput  econometric model  Granger causality  competition coefficient  demand effect  
forecastingcontainerthroughputofqingdaoportwithahybridmodel 期刊论文
journalofsystemsscienceandcomplexity, 2015, 卷号: 28, 期号: 1, 页码: 105
作者:  Huang Anqiang;  Lai Kinkeung;  Li Yinhua;  Wang Shouyang
收藏  |  浏览/下载：89/0  |  提交时间：2020/01/10
Forecasting container throughput of Qingdao port with a hybrid model 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2015, 卷号: 28, 期号: 1, 页码: 105-121
作者:  Huang Anqiang;  Lai Kinkeung;  Li Yinhua;  Wang Shouyang
收藏  |  浏览/下载：79/0  |  提交时间：2021/01/14
PROJECTION PURSUIT REGRESSION  WAVELET-BASED DETECTION  FINANCIAL TIME-SERIES  OUTLIER DETECTION  GENETIC ALGORITHMS  NOVELTY DETECTION  NEURAL-NETWORKS  PREDICTION  Container throughput forecast  genetic programming algorithm  outlier processing  projection pursuit regression