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amal saadallah
amal saadallah
Verified email at cs.tu-dortmund.de
Title
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Cited by
Year
BRIGHT—Drift-aware demand predictions for taxi networks
A Saadallah, L Moreira-Matias, R Sousa, J Khiari, E Jenelius, J Gama
IEEE Transactions on Knowledge and Data Engineering 32 (2), 234-245, 2018
472018
Stability prediction in milling processes using a simulation-based Machine Learning approach
A Saadallah, F Finkeldey, K Morik, P Wiederkehr
Procedia CIRP 72, 1493-1498, 2018
352018
Real-time prediction of process forces in milling operations using synchronized data fusion of simulation and sensor data
F Finkeldey, A Saadallah, P Wiederkehr, K Morik
Engineering Applications of Artificial Intelligence 94, 103753, 2020
302020
A drift-based dynamic ensemble members selection using clustering for time series forecasting
A Saadallah, F Priebe, K Morik
Machine learning and knowledge discovery in databases: European conference …, 2020
292020
Method to control vehicle fleets to deliver on-demand transportation services
L Moreira-Matias, A Saadallah, J Khiari
US Patent 10,192,448, 2019
252019
Explainable online deep neural network selection using adaptive saliency maps for time series forecasting
A Saadallah, M Jakobs, K Morik
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2021
182021
Online ensemble aggregation using deep reinforcement learning for time series forecasting
A Saadallah, K Morik
2021 IEEE 8th International Conference on Data Science and Advanced …, 2021
142021
Simulation and sensor data fusion for machine learning application
A Saadallah, F Finkeldey, J Buß, K Morik, P Wiederkehr, W Rhode
Advanced Engineering Informatics 52, 101600, 2022
132022
Active learning for accurate settlement prediction using numerical simulations in mechanized tunneling
A Saadallah, A Egorov, BT Cao, S Freitag, K Morik, G Meschke
Procedia CIRP 81, 1052-1058, 2019
132019
Explainable online ensemble of deep neural network pruning for time series forecasting
A Saadallah, M Jakobs, K Morik
Machine Learning 111 (9), 3459-3487, 2022
102022
Explainable predictive quality inspection using deep learning in electronics manufacturing
A Saadallah, J Büscher, O Abdulaaty, T Panusch, J Deuse, K Morik
Procedia CIRP 107, 594-599, 2022
102022
An actor-critic ensemble aggregation model for time-series forecasting
A Saadallah, M Tavakol, K Morik
2021 IEEE 37th International Conference on Data Engineering (ICDE), 2255-2260, 2021
92021
Online geological anomaly detection using machine learning in mechanized tunneling
BT Cao, A Saadallah, A Egorov, S Freitag, G Meschke, K Morik
Challenges and Innovations in Geomechanics: Proceedings of the 16th …, 2021
92021
Active sampling for learning interpretable surrogate machine learning models
A Saadallah, K Morik
2020 IEEE 7th International Conference on Data Science and Advanced …, 2020
72020
Early quality prediction using deep learning on time series sensor data
A Saadallah, O Abdulaaty, J Büscher, T Panusch, K Morik, J Deuse
Procedia CIRP 107, 611-616, 2022
62022
Towards active simulation data mining
M Bunse, A Saadallah, K Morik
European Conference on Machine Learning and Principles and Practice of …, 2019
62019
Big data and simulation–A new approach for real-time TBM steering
G Meschke, BT Cao, S Freitag, A Egorov, A Saadallah, K Morik
Tunnels and Underground Cities: Engineering and Innovation meet Archaeology …, 2020
52020
Learning Ensembles in the Presence of Imbalanced Classes
A Saadallah, N Piatkowski, F Finkeldey, P Wiederkehr, K Morik
ICPRAM 2019 – 8th International Conference on Pattern Recognition …, 2019
32019
Informed versus non-informed taxi drivers: Agent-based simulation framework for assessing their performance
J Grau, L Moreira-Matias, A Saadallah, P Tzenos, G Aifadopoulou, ...
Proc. Transport. Res. Board 97th Annu. Meeting, 2018
32018
Online adaptive multivariate time series forecasting
A Saadallah, H Mykula, K Morik
Joint European conference on machine learning and knowledge discovery in …, 2022
12022
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Articles 1–20