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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  
Assessing Potentiality of Support Vector Machine Method in Crude Oil Price Forecasting 期刊论文
EURASIA JOURNAL OF MATHEMATICS SCIENCE AND TECHNOLOGY EDUCATION, 2017, 卷号: 13, 期号: 12, 页码: 7893-7904
作者:  Yu, Lean;  Zhang, Xun;  Wang, Shouyang
收藏  |  浏览/下载：185/0  |  提交时间：2018/07/30
support vector machines  artificial neural networks  ARIMA model  ARFIMA model  Markov-switching ARFIMA model  
Do Trading Volume and Downside Trading Volume Help Forecast the Downside Risk? 期刊论文
EURASIA JOURNAL OF MATHEMATICS SCIENCE AND TECHNOLOGY EDUCATION, 2017, 卷号: 13, 期号: 12, 页码: 8367-8382
作者:  He, Zhifang;  Huang, Chuangxia;  Gong, Xu;  Yang, Xiaoguang;  Wen, Fenghua
收藏  |  浏览/下载：185/0  |  提交时间：2018/07/30
downside realized semi variance  stock spot market  futures market  risk periods  forecasting power  
A new dynamic integrated approach for wind speed forecasting 期刊论文
APPLIED ENERGY, 2017, 卷号: 197, 页码: 151-162
作者:  Sun, Shaolong;  Qiao, Han;  Wei, Yunjie;  Wang, Shouyang
收藏  |  浏览/下载：128/0  |  提交时间：2018/07/30
Wind speed forecasting  Core vector machine  Phase space reconstruction  Kernel principal component analysis  Competition over resource algorithm  
Application of decomposition-ensemble learning paradigm with phase space reconstruction for day-ahead PM2.5 concentration forecasting 期刊论文
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2017, 卷号: 196, 页码: 110-118
作者:  Niu, Mingfei;  Gan, Kai;  Sun, Shaolong;  Li, Fengying
收藏  |  浏览/下载：100/0  |  提交时间：2018/07/30
PM2.5 concentration forecasting  Decomposition-ensemble learning paradigm  EEMD  PSR  LSSVM  
The Analysis for the Cargo Volume with Hybrid Discrete Wavelet Modeling 期刊论文
INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2017, 卷号: 16, 期号: 3, 页码: 851-863
作者:  Xiao, Yi;  Wang, Shouyang;  Xiao, Ming;  Xiao, Jin;  Hu, Yi
收藏  |  浏览/下载：108/0  |  提交时间：2018/07/30
Cargo volume analyzing  radial basis function network  discrete wavelet technique  TEI@I methodology  
Center for Forecasting Science, Chinese Academy of Sciences 项目
资助机构: Center for Forecasting Science, Chinese Academy of Sciences, 2017-
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收藏  |  浏览/下载：28/0  |  提交时间：2018/07/30
astudyonthevolatilityofthebangladeshstockmarketbasedongarchtypemodels 期刊论文
journalofsystemsscienceandinformation, 2017, 卷号: 000, 期号: 003, 页码: 193
作者:  Roni Bhowmik;  Wu Chao;  Jewel Roy Kumar;  Wang Shouyang
收藏  |  浏览/下载：111/0  |  提交时间：2020/01/10
cointegrationandcausalityrelationshipbetweenstockmarketmoneymarketandforeignexchangemarketinpakistan 期刊论文
journalofsystemsscienceandinformation, 2017, 卷号: 000, 期号: 001, 页码: 1
作者:  Abbas Ghulam;  Bhowmik Roni;  Koju Laxmi;  Wang Shouyang
收藏  |  浏览/下载：119/0  |  提交时间：2020/01/10
A hybrid transfer learning model for crude oil price forecasting 期刊论文
STATISTICS AND ITS INTERFACE, 2017, 卷号: 10, 期号: 1, 页码: 119-130
作者:  Xiao, Jin;  Hu, Yi;  Xiao, Yi;  Xu, Lixiang;  Wang, Shouyang
收藏  |  浏览/下载：127/0  |  提交时间：2018/07/30
Hybrid transfer learning model  Analog complexing  Genetic algorithm  Crude oil price forecasting  Transfer learning technique