In this research, we study the ability of Long Short-Term Memory (LSTM) neu-
ral networks for forecasting karst spring discharge and compare their performance
against traditional process-based hydrological models. Two ...
In this thesis, we solve two problems related to time-series prediction and domain adaptation (DA). For the first problem, we focus on investigating robust models for time-series prediction with application to epilepsy. ...