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2020 – today
- 2024
[c7]Hendrik Laux, Emil Mededovic, Ahmed Hallawa, Lukas Martin, Arne Peine, Anke Schmeink:
LITEVSR: Efficient Visual Speech Recognition by Learning from Speech Representations of Unlabeled Data. ICASSP 2024: 10391-10395- 2023
- [j3]Mahdi Barhoush
, Ahmed Hallawa, Arne Peine, Lukas Martin, Anke Schmeink:
Localization-Driven Speech Enhancement in Noisy Multi-Speaker Hospital Environments Using Deep Learning and Meta Learning. IEEE ACM Trans. Audio Speech Lang. Process. 31: 670-683 (2023) - [i2]Hendrik Laux, Emil Mededovic, Ahmed Hallawa, Lukas Martin, Arne Peine, Anke Schmeink:
LiteVSR: Efficient Visual Speech Recognition by Learning from Speech Representations of Unlabeled Data. CoRR abs/2312.09727 (2023) - 2022
- [j2]Lejla Begic Fazlic, Ahmed Halawa, Anke Schmeink, Robert Lipp, Lukas Martin, Arne Peine, Marlies Morgen, Thomas Vollmer, Stefan Winter, Guido Dartmann:
A Novel Hybrid Methodology for Anomaly Detection in Time Series. Int. J. Comput. Intell. Syst. 15(1): 50 (2022) - [c6]Cagatay Sariman, Ahmed Hallawa, Erdi Sayar, Arne Peine, Lukas Martin, Anke Schmeink:
Exploration of unknown environments via evolution of behavioral and morphological properties of miniaturized sensory agents. GECCO Companion 2022: 759-762 - [c5]Marlies Morgen, Lejla Begic Fazlic, Arne Peine, Lukas Martin, Anke Schmeink, Ahmed Hallawa, Guido Dartmann:
A Visualization and Benchmarking Simulator for Clinical Data. pHealth 2022: 223-228 - 2021
- [j1]Arne Peine, Ahmed Hallawa, Johannes Bickenbach, Guido Dartmann, Lejla Begic Fazlic, Anke Schmeink, Gerd Ascheid, Christoph Thiemermann, Andreas Schuppert, Ryan Kindle, Leo A. Celi, Gernot Marx, Lukas Martin:
Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care. npj Digit. Medicine 4 (2021) - [c4]Ahmed Hallawa, Thorsten Born, Anke Schmeink, Guido Dartmann, Arne Peine, Lukas Martin, Giovanni Iacca, A. E. Eiben, Gerd Ascheid:
Evo-RL: evolutionary-driven reinforcement learning. GECCO Companion 2021: 153-154 - 2020
- [c3]Lejla Begic Fazlic, Ahmed Hallawa, Matthias Dziubany, Marlies Morgen, Jens Schneider, Marvin Schacht, Anke Schmeink, Lukas Martin, Arne Peine, Thomas Vollmer, Stefan Winter, Guido Dartmann:
A Machine Learning Approach for the Classification of Disease Risks in Time Series. MECO 2020: 1-5 - [i1]Ahmed Hallawa, Thorsten Born, Anke Schmeink, Guido Dartmann, Arne Peine, Lukas Martin, Giovanni Iacca, A. E. Eiben, Gerd Ascheid:
EVO-RL: Evolutionary-Driven Reinforcement Learning. CoRR abs/2007.04725 (2020)
2010 – 2019
- 2019
- [c2]Ahmed Hallawa, Elisabeth Zechendorf, Yi Song, Anke Schmeink, Arne Peine, Lukas Martin, Gerd Ascheid, Guido Dartmann:
On the Use of Evolutionary Computation for In-Silico Medicine: Modelling Sepsis via Evolving Continuous Petri Nets. EvoApplications 2019: 254-269 - [c1]Lejla Begic Fazlic, Ahmed Hallawa, Anke Schmeink, Arne Peine, Lukas Martin, Guido Dartmann:
A Novel NLP-FUZZY System Prototype for Information Extraction from Medical Guidelines. MIPRO 2019: 1025-1030
Coauthor Index
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