Guillem Boquet

Missing Data in Traffic Estimation: A Variational Autoencoder Imputation Method

Road traffic forecasting systems are in scenarios where sensor or system failure occur. In those scenarios, it is known that missing values negatively affect estimation accuracy although it is being often underestimate in current deep neural network approaches. Our assumption is that traffic data ca…