Improving Time Series Regression Model Accuracy via Systematic Training Dataset Augmentation and Sampling

Robin Ströbel, Marcus Mau, Alexander Puchta, Jürgen Fleischer. Improving Time Series Regression Model Accuracy via Systematic Training Dataset Augmentation and Sampling. Machine Learning and Knowledge Extraction, 6(2):1072-1086, June 2024. [doi]

Authors

Robin Ströbel

This author has not been identified. Look up 'Robin Ströbel' in Google

Marcus Mau

This author has not been identified. Look up 'Marcus Mau' in Google

Alexander Puchta

This author has not been identified. Look up 'Alexander Puchta' in Google

Jürgen Fleischer

This author has not been identified. Look up 'Jürgen Fleischer' in Google