Yonggang Fu
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View article: Cabin: A collaborative and adaptive framework for wind power forecasting integrating ambient variables
Cabin: A collaborative and adaptive framework for wind power forecasting integrating ambient variables Open
View article: Explainable time-varying directional representations for photovoltaic power generation forecasting
Explainable time-varying directional representations for photovoltaic power generation forecasting Open
Accurate photovoltaic (PV) power generation forecasting is crucial for optimizing the integration of solar energy into power grids and advancing towards a cleaner, more sustainable energy future. However, the inherent variability and compl…
View article: Sparse dynamic graph learning for district heat load forecasting
Sparse dynamic graph learning for district heat load forecasting Open
Accurate heat load forecasting is crucial for the efficient operation and management of district heating systems. This study introduces a novel Sparse Dynamic Graph Neural Network (SDGNN) framework designed to address the complexities of f…
View article: Explainable district heat load forecasting with active deep learning
Explainable district heat load forecasting with active deep learning Open
District heat load forecasting is a challenging task that involves predicting future heat demand based on historical data and various influencing factors. Accurate forecasting is essential for optimizing energy production and distribution …
View article: A multivariate time series graph neural network for district heat load forecasting
A multivariate time series graph neural network for district heat load forecasting Open
Heat load prediction is essential for energy efficiency and carbon reduction in district heating systems. However, heat load is influenced by many factors, such as building characteristics, consumption behavior, and climate, making its pre…
View article: Prediction of HFMD Cases by Leveraging Time Series Decomposition and Local Fusion
Prediction of HFMD Cases by Leveraging Time Series Decomposition and Local Fusion Open
Hand, foot, and mouth disease (HFMD) is an infection that is common in children under 5 years old. This disease is not a serious disease commonly, but it is one of the most widespread infectious diseases which can still be fatal. HFMD stil…
View article: Short-Term Infectious Diarrhea Prediction Using Weather and Search Data in Xiamen, China
Short-Term Infectious Diarrhea Prediction Using Weather and Search Data in Xiamen, China Open
Infectious diarrhea has high morbidity and mortality around the world. For this reason, diarrhea prediction has emerged as an important problem to prevent and control outbreaks. Numerous studies have built disease prediction models using l…
View article: Predicting China's Economic Running State Using Machine Learning
Predicting China's Economic Running State Using Machine Learning Open
China's business index of macro-economic includes early warning index, coincidence index, leading index and lagging index, among which early warning index reflects the economic running state. However, obtaining these indexes is a complex a…
View article: Multi-objective Particle Swarm Optimization Based Image Watermarking Scheme
Multi-objective Particle Swarm Optimization Based Image Watermarking Scheme Open
\nA novel image watermarking scheme based on the statistics of the blocked DCT coefficients. The watermark is embedded into the middle frequency of those DCT coefficients by modulating the number of those positive and negative coefficients…