A Multitask VAE for Time Series Preprocessing and Prediction of Blood Glucose Level

Ali AbuSaleh, Mehdi Rahim

Data preprocessing is a critical part of time series data analysis. Data from connected medical devices often have missing or abnormal values during acquisition. Handling such situ…