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	A Novel Multivariate Decomposition Ensemble Model with News Text for Crude Oil Price Forecasting 其他 SSRN, 2022-08-10 作者: Zhao, Zhengling 收藏 \| 浏览/下载：76/0 \| 提交时间：2022/12/21 Costs Crude oil Data fusion Forecasting Machine learning Crude oil price forecasting Crude oil prices Empirical Mode Decomposition Ensemble models Granger causality test Hybrid forecasting Machine-learning Multivariate empirical mode decomposition Sample entropy Text-mining
	Forecasting hourly PM2.5 based on deep temporal convolutional neural network and decomposition method 期刊论文 Applied Soft Computing, 2021, 卷号: 113 作者: Jiang, Fuxin; Zhang, Chengyuan; Sun, Shaolong; Sun, Jingyun 收藏 \| 浏览/下载：76/0 \| 提交时间：2023/03/06 Acoustic noise measurement Convolution Learning systems Neural network models Convolutional neural networks Deep neural networks Forecasting Meteorology Spurious signal noise Adaptive noise Complete ensemble empirical mode decomposition with adaptive noise Convolutional neural network Data patterns Deep learning Empirical Mode Decomposition Forecasting models PM 2.5 PM2.5 concentration forecasting Temporal convolutional
	Multi-perspective crude oil price forecasting with a new decomposition-ensemble framework 期刊论文 Resources Policy, 2022, 卷号: 77 作者: Guo, Jingjun; Zhao, Zhengling; Sun, Jingyun; Sun, Shaolong 收藏 \| 浏览/下载：63/0 \| 提交时间：2023/02/24 Decision trees Forecasting Crude oil Crude oil price forecasting Crude oil spot price forecasting Internet concern Long short term memory network Macroeconomic variables Memory network Mode decomposition Price forecasting Spot price Variational mode decomposition
	A novel hybrid model with two-layer multivariate decomposition for crude oil price forecasting 期刊论文 ENERGY, 2024, 卷号: 288 作者: Zhao, Zhengling; Sun, Shaolong; Sun, Jingyun; Wang, Shouyang 收藏 \| 浏览/下载：84/0 \| 提交时间：2024/01/17 Investor sentiment Crude oil price forecasting Second multivariate decomposition Multivariate variational mode decomposition Hybrid forecasting
	A new secondary decomposition-reconstruction-ensemble approach for crude oil price forecasting 期刊论文 Resources Policy, 2022, 卷号: 77 作者: Sun, Jingyun; Zhao, Panpan; Sun, Shaolong 收藏 \| 浏览/下载：69/0 \| 提交时间：2023/02/24 Knowledge acquisition Costs Machine learning Crude oil Empirical mode decomposition Learning algorithms Entropy Chaotic sparrow search algorithm Chaotics Crude oil forecasting Crude oil futures Kernel extreme learning machine Oil forecasting Oil futures price Permutation entropy Search Algorithms Secondary decomposition
	Modeling PM2.5 forecast using a self-weighted ensemble GRU network: Method optimization and evaluation 期刊论文 ECOLOGICAL INDICATORS, 2023, 卷号: 156 作者: Huang, Hengjun; Qian, Chonghui 收藏 \| 浏览/下载：32/0 \| 提交时间：2023/12/20 PM2.5 forecasting Variational mode decomposition Self-weighted ensemble loss function Gated recurrent unit
	Dynamic Forecasting for Systemic Risk in China's Commercial Banking Industry Based on Sequence Decomposition and Reconstruction 期刊论文 IEEE ACCESS, 2023, 卷号: 11, 页码: 132068-132077 作者: Li, Zhengyong; Fu, Deyin; Li, Haiting 收藏 \| 浏览/下载：56/0 \| 提交时间：2023/12/20 Biological system modeling Banking Predictive models Indexes Time series analysis Data models Risk management Forecasting China's commercial banking industry systemic risk forecasting variational mode decomposition
	Enhanced Air Quality Prediction Using a Coupled DVMD Informer-CNN-LSTM Model Optimized with Dung Beetle Algorithm 期刊论文 ENTROPY, 2024, 卷号: 26, 期号: 7 作者: Wu, Yang; Qian, Chonghui; Huang, Hengjun 收藏 \| 浏览/下载：80/0 \| 提交时间：2024/08/20 air quality index (AQI) Variational Mode Decomposition dung beetle optimization Informer Convolutional Neural Network-Long Short Term Memory

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