Long-Term Missing Value Imputation for Time Series Data Using Deep Neural Networks

Jangho Park, Juliane Muller, Bhavna Arora +5

We present an approach that uses a deep learning model, in particular, a MultiLayer Perceptron (MLP), for estimating the missing values of a variable in multivariate time series da…