DeepMAP : deep modular attention for time-series prediction in multi-station environments

We propose model based on deep neural networks for time-series prediction at a specific site using information from multiple measuring stations. The key aspects of this model is the presence of an attention mechanism that dynamically determines the importance of the information provided by the stati...