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Foreign Trade Survey Data: Do They Help in Forecasting Exports and Imports? 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2022, 页码: 24
作者:  Bai Yun;  Wang Shouyang;  Zhang Xun
收藏  |  浏览/下载：59/0  |  提交时间：2023/02/07
ARIMAX  artificial neural network  composite index  forecasting  foreign trade  Granger causality test  survey data  
Interpreting the Basis Path Set in Neural Networks 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2021, 页码: 13
作者:  Zhu Juanping;  Meng Qi;  Chen Wei;  Ma Zhiming
收藏  |  浏览/下载：141/0  |  提交时间：2021/04/26
Basis path  hierarchical algorithm  independent path  neural network  substructure path  
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：77/0  |  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  
Self-organizing map of complex networks for community detection 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2010, 卷号: 23, 期号: 5, 页码: 931-941
作者:  Li, Zhenping;  Wang, Ruisheng;  Zhang, Xiang-Sun;  Chen, Luonan
收藏  |  浏览/下载：97/0  |  提交时间：2018/07/30
Community detection  complex network  neural networks  self-organizing map  
Forecasting China's foreign trade volume with a kernel-based hybrid econometric-AI ensemble learning approach 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2008, 卷号: 21, 期号: 1, 页码: 1-19
作者:  Yu, Lean;  Wang, Shouyang;  Lai, Kin Keung
收藏  |  浏览/下载：120/0  |  提交时间：2018/07/30
artificial neural networks  error-correction vector auto-regression  foreign trade prediction  hybrid ensemble learning  kernel-based method  support vector regression