9 citations · 9 across the 1 of their papers we have counts for
2 papers
cs.LG2022★ 9 cited
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…
stat.ML2019
Surrogate Optimization of Deep Neural Networks for Groundwater Predictions
Juliane Mueller, Jangho Park, Reetik Sahu +4
Sustainable management of groundwater resources under changing climatic conditions require an application of reliable and accurate predictions of groundwater levels. Mechanistic mu…