Saadallah, Amal

5 publications

ECML-PKDD 2023 Online Deep Hybrid Ensemble Learning for Time Series Forecasting Amal Saadallah, Matthias Jakobs

MLJ 2022 Explainable Online Ensemble of Deep Neural Network Pruning for Time Series Forecasting Amal Saadallah, Matthias Jakobs, Katharina Morik

ECML-PKDD 2022 Online Adaptive Multivariate Time Series Forecasting Amal Saadallah, Hanna Mykula, Katharina Morik

ECML-PKDD 2021 Explainable Online Deep Neural Network Selection Using Adaptive Saliency Maps for Time Series Forecasting Amal Saadallah, Matthias Jakobs, Katharina Morik

ECML-PKDD 2019 A Drift-Based Dynamic Ensemble Members Selection Using Clustering for Time Series Forecasting Amal Saadallah, Florian Priebe, Katharina Morik