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Forecasting carbon prices based on real-time decomposition and causal temporal convolutional networks
期刊论文
APPLIED ENERGY, 2023, 卷号: 331, 页码: 20
作者:
Li, Dan
;
Li, Yijun
;
Wang, Chaoqun
;
Chen, Min
;
Wu, Qi
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2023/02/07
Carbon price forecast
Granger forecast
Real-time decomposition
Neural Granger causality
Causal temporal convolutional network
Carbon price prediction considering climate change: A text-based framework
期刊论文
ECONOMIC ANALYSIS AND POLICY, 2022, 卷号: 74, 页码: 382-401
作者:
Xie, Qiwei
;
Hao, Jingjing
;
Li, Jingyu
;
Zheng, Xiaolong
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  |  
浏览/下载:37/0
  |  
提交时间:2022/07/25
Carbon price prediction
Text mining
Climate change
Long short-term memory (LSTM)
Random forest (RF)
Artificial bee colony-based combination approach to forecasting agricultural commodity prices
期刊论文
INTERNATIONAL JOURNAL OF FORECASTING, 2022, 卷号: 38, 期号: 1, 页码: 21-34
作者:
Wang, Jue
;
Wang, Zhen
;
Li, Xiang
;
Zhou, Hao
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  |  
浏览/下载:20/0
  |  
提交时间:2022/04/02
Agricultural commodity price
Forecast combination
Semi-heterogeneous combination
Artificial bee colony algorithm
Denoising technique
A New Two-Stage Approach with Boosting and Model Averaging for Interval-Valued Crude Oil Prices Forecasting in Uncertainty Environments
期刊论文
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
Building stock dynamics and the impact of construction bubble and bust on employment in China
期刊论文
JOURNAL OF INDUSTRIAL ECOLOGY, 2021, 页码: 13
作者:
Liu, Qiance
;
Liu, Litao
;
Liu, Xiaojie
;
Li, Shenggong
;
Liu, Gang
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  |  
浏览/下载:32/0
  |  
提交时间:2021/11/05
building stock
China
construction sector
dynamic material flow analysis
industrial ecology
labor demand forecasting
Take Bitcoin into your portfolio: a novel ensemble portfolio optimization framework for broad commodity assets
期刊论文
Financial Innovation, 2021, 卷号: 7, 期号: 1
作者:
Li,Yuze
;
Jiang,Shangrong
;
Wei,Yunjie
;
Wang,Shouyang
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  |  
浏览/下载:18/0
  |  
提交时间:2021/10/26
Portfolio optimization
Bitcoin
Deep learning
Reinforcement learning
Variational mode decomposition
Valuation Analysis of Chinese and American Listed Companies Based on Multiple Linear Regression and Grey Forecasting Model
会议论文
Virtual, Online, China, 2021-08-13
作者:
Li, Jinke
;
Zhang, Qiang
;
Zhang, ZhiJun
;
Wang, Fan
;
Li, Xijie
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  |  
浏览/下载:17/0
  |  
提交时间:2021/12/22
Forecasting crude oil price intervals and return volatility via autoregressive conditional interval models
期刊论文
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
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  |  
浏览/下载:58/0
  |  
提交时间:2021/10/26
ACI model
interval-valued crude oil prices
range
trading strategy
volatility forecast
Trade Volume Prediction Based on a Three-Stage Model When Arctic Sea Routes Open
期刊论文
SYMMETRY-BASEL, 2021, 卷号: 13, 期号: 4, 页码: 16
作者:
Sui, Yijie
;
Fu, Dongjie
;
Su, Fenzhen
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  |  
浏览/下载:137/0
  |  
提交时间:2021/06/10
Arctic
route planning
Arctic sea route
trade forecast
ST-Trader: A Spatial-Temporal Deep Neural Network for Modeling Stock Market Movement
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1015-1024
作者:
Xiurui Hou
;
Kai Wang
;
Cheng Zhong
;
Zhi Wei
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  |  
浏览/下载:40/0
  |  
提交时间:2021/04/09
Graph convolution network
long-short term memory network
stock market forecasting
variational autoencoder (VAE)
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