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数学与系统科学研究... [21]
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OAI收割 [21]
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期刊论文 [21]
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2022 [1]
2021 [3]
2020 [4]
2019 [1]
2018 [3]
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专题:数学与系统科学研究院
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An extreme bias-penalized forecast combination approach to commodity price forecasting
期刊论文
OAI收割
INFORMATION SCIENCES, 2022, 卷号: 615, 页码: 774-793
作者:
Zhang, Yifei
;
Wang, Jue
;
Yu, Lean
;
Wang, Shouyang
  |  
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/02/07
Forecast combination
Elastic net
Extreme bias
Weight-sparsity
Artificial bee colony algorithm
A novel multiscale forecasting model for crude oil price time series
期刊论文
OAI收割
TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2021, 卷号: 173, 页码: 15
作者:
Li, Ranran
;
Hu, Yucai
;
Heng, Jiani
;
Chen, Xueli
  |  
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2022/04/02
Crude oil price forecasting
Decomposition-ensemble method
Support vector machine
Multiscale strategy
Complexity analysis
A New Two-Stage Approach with Boosting and Model Averaging for Interval-Valued Crude Oil Prices Forecasting in Uncertainty Environments
期刊论文
OAI收割
FRONTIERS IN ENERGY RESEARCH, 2021, 卷号: 9, 页码: 11
作者:
Huang, Bai
;
Sun, Yuying
;
Wang, Shouyang
  |  
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2022/04/02
crude oil prices forecasting
forecast combination
interval-valued time series
model averaging
vector L2-boosting
Forecasting crude oil price intervals and return volatility via autoregressive conditional interval models
期刊论文
OAI收割
ECONOMETRIC REVIEWS, 2021, 卷号: 40, 期号: 6, 页码: 584-606
作者:
He, Yanan
;
Han, Ai
;
Hong, Yongmiao
;
Sun, Yuying
;
Wang, Shouyang
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2021/10/26
ACI model
interval-valued crude oil prices
range
trading strategy
volatility forecast
A multi-granularity heterogeneous combination approach to crude oil price forecasting
期刊论文
OAI收割
ENERGY ECONOMICS, 2020, 卷号: 91, 页码: 9
作者:
Wang, Jue
;
Zhou, Hao
;
Hong, Tao
;
Li, Xiang
;
Wang, Shouyang
  |  
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2021/01/14
Crude oil Price
Forecast combination
Feature selection
Multi-granularity
Artificial bee colony
Forecasting crude oil price with multilingual search engine data
期刊论文
OAI收割
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2020, 卷号: 551, 页码: 14
作者:
Li, Jingjing
;
Tang, Ling
;
Wang, Shouyang
  |  
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2020/06/30
Big data
Multilingual search engine index
Crude oil price forecasting
Google Trends
Artificial intelligence
Crude oil price analysis and forecasting: A perspective of "new triangle"
期刊论文
OAI收割
ENERGY ECONOMICS, 2020, 卷号: 87, 页码: 14
作者:
Lu, Quanying
;
Li, Yuze
;
Chai, Jian
;
Wang, Shouyang
  |  
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2020/06/30
Crude oil
Dynamic Bayesian structural time series model
Google trend
Kalman filtering
Spike and slab prior
Bayesian model average
A multi-scale method for forecasting oil price with multi-factor search engine data
期刊论文
OAI收割
APPLIED ENERGY, 2020, 卷号: 257, 页码: 12
作者:
Tang, Ling
;
Zhang, Chengyuan
;
Li, Ling
;
Wang, Shouyang
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2020/05/24
Big data
Search engine data
Google trends
Multivariate empirical mode decomposition
Oil price forecasting
Text-based crude oil price forecasting: A deep learning approach
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF FORECASTING, 2019, 卷号: 35, 期号: 4, 页码: 1548-1560
作者:
Li, Xuerong
;
Shang, Wei
;
Wang, Shouyang
  |  
收藏
  |  
浏览/下载:64/0
  |  
提交时间:2020/01/10
Oil price forecasting
Financial markets
Online news
Text analysis
Convolutional neural network
Crude oil price forecasting based on internet concern using an extreme learning machine
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF FORECASTING, 2018, 卷号: 34, 期号: 4, 页码: 665-677
作者:
Wang, Jue
;
Athanasopoulos, George
;
Hyndman, Rob J.
;
Wang, Shouyang
  |  
收藏
  |  
浏览/下载:58/0
  |  
提交时间:2018/11/16
Crude oil futures price
Internet concern
BEMD
ELM