Yamin Shen

A novel hybrid deep neural network model for short‐term electricity price forecasting

Chiou‐Jye Huang, Yamin Shen, Yung‐Hsiang Chen et al. · International Journal of Energy Research · 2020 · 129 citations

Forecasting Methodology, Convolutional Neural Network, Engineering +16

An Ensemble Model based on Deep Learning and Data Preprocessing for Short-Term Electrical Load Forecasting

Yamin Shen, Yuxuan Ma, Simin Deng et al. · Sustainability · 2021 · 44 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +19

Novel spatiotemporal feature extraction parallel deep neural network for forecasting confirmed cases of coronavirus disease 2019

Chiou-Jye Huang, Yamin Shen, Ping‐Huan Kuo et al. · Socio-Economic Planning Sciences · 2020 · 38 citations · Full text

Coronavirus Disease 2019, Engineering, Machine Learning +9

A Novel Model for Spot Price Forecast of Natural Gas Based on Temporal Convolutional Network

Yadong Pei, Chiou‐Jye Huang, Yamin Shen et al. · Energies · 2023 · 21 citations · Full text

Forecasting Methodology, Convolutional Neural Network, Engineering +13

An Ensemble Model with Adaptive Variational Mode Decomposition and Multivariate Temporal Graph Neural Network for PM2.5 Concentration Forecasting

Yadong Pei, Chiou‐Jye Huang, Yamin Shen et al. · Sustainability · 2022 · 10 citations · Full text