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Saadallah, Amal A
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1

Online Explainable Model Selection for Time Series Forecast..:

, In: 2023 IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA),
Saadallah, Amal - p. 1-10 , 2023
Link: https://doi.org/10.1109/..
 
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2

Explainable Adaptive Tree-based Model Selection for Time-Se..:

, In: 2023 IEEE International Conference on Data Mining (ICDM),
Jakobs, Matthias ; Saadallah, Amal - p. 180-189 , 2023
Link: https://doi.org/10.1109/..
 
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3

Online Adaptive Multivariate Time Series Forecasting:

, In: Machine Learning and Knowledge Discovery in Databases; Lecture Notes in Computer Science,
Saadallah, Amal ; Mykula, Hanna ; Morik, Katharina - p. 19-35 , 2023
Link: https://doi.org/10.1007/..
 
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4

Online Deep Hybrid Ensemble Learning for Time Series Foreca..:

, In: Machine Learning and Knowledge Discovery in Databases: Research Track; Lecture Notes in Computer Science,
Saadallah, Amal ; Jakobs, Matthias - p. 156-171 , 2023
Link: https://doi.org/10.1007/..
 
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5

Explainable adaptation of time series forecasting:

Saadallah, Amal , 2022
Link: https://nbn-resolving.de..
 
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6

3.4 Simulation and Machine Learning:

, In: Applications,
Wiederkehr, Petra ; Morik, Katharina ; Saadallah, Amal. - p. 157-179 , 2022
Link: https://doi.org/10.1515/..
 
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7

3.2 Quality Assurance in Interlinked Manufacturing Processe:

, In: Applications,
Deuse, Jochen ; Morik, Katharina ; Saadallah, Amal.. - p. 114-135 , 2022
Link: https://doi.org/10.1515/..
 
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8

Simulation and sensor data fusion for machine learning appl..:

Saadallah, Amal ; Finkeldey, Felix ; Buß, Jens...
Advanced Engineering Informatics.  52 (2022)  - p. 101600 , 2022
Link: https://doi.org/10.1016/..
 
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9

Early Quality Prediction using Deep Learning on Time Series..:

Saadallah, Amal ; Abdulaaty, Omar ; Büscher, Jan...
Procedia CIRP.  107 (2022)  - p. 611-616 , 2022
Link: https://doi.org/10.1016/..
 
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10

Explainable Predictive Quality Inspection using Deep Learni..:

Saadallah, Amal ; Büscher, Jan ; Abdulaaty, Omar...
Procedia CIRP.  107 (2022)  - p. 594-599 , 2022
Link: https://doi.org/10.1016/..
 
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11

Explainable online ensemble of deep neural network pruning ..:

Saadallah, Amal ; Jakobs, Matthias ; Morik, Katharina
Machine Learning.  111 (2022)  9 - p. 3459-3487 , 2022
Link: https://doi.org/10.1007/..
 
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12

An Actor-Critic Ensemble Aggregation Model for Time-Series ..:

, In: 2021 IEEE 37th International Conference on Data Engineering (ICDE),
Saadallah, Amal ; Tavakol, Maryam ; Morik, Katharina - p. 2255-2260 , 2021
Link: https://doi.org/10.1109/..
 
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13

Psychological Impact of COVID-19 Pandemic on Healthcare Wor..:

Alwaqdani, Nuha ; Amer, Hala A. ; Alwaqdani, Reem...
Journal of Epidemiology and Global Health.  11 (2021)  4 - p. 377-388 , 2021
Link: https://doi.org/10.1007/..
 
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14

Online Geological Anomaly Detection Using Machine Learning ..:

, In: Challenges and Innovations in Geomechanics; Lecture Notes in Civil Engineering,
Cao, Ba-Trung ; Saadallah, Amal ; Egorov, Alexey... - p. 323-330 , 2021
Link: https://doi.org/10.1007/..
 
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15

Explainable Online Deep Neural Network Selection Using Adap..:

, In: Machine Learning and Knowledge Discovery in Databases. Research Track; Lecture Notes in Computer Science,
Saadallah, Amal ; Jakobs, Matthias ; Morik, Katharina - p. 404-420 , 2021
Link: https://doi.org/10.1007/..
 
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