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Mahdi Barhoush
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Books and Theses
- 2023
- [b1]Mahdi Barhoush:
Using machine learning in the medical field: speaker signal processing and distributed learning systems. RWTH Aachen University, Germany, 2023
Journal Articles
- 2023
- [j3]Mahdi Barhoush
, Ahmed Hallawa, Anke Schmeink:
Speaker identification and localization using shuffled MFCC features and deep learning. Int. J. Speech Technol. 26(1): 185-196 (2023) - [j2]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) - [j1]Ahmad Ayad
, Mahdi Barhoush
, Marian Frei
, Benedikt Völker, Anke Schmeink
:
An Efficient and Private ECG Classification System Using Split and Semi-Supervised Learning. IEEE J. Biomed. Health Informatics 27(9): 4261-4272 (2023)
Conference and Workshop Papers
- 2023
- [c6]Mahdi Barhoush, Ahmed Hallawa, Anke Schmeink:
On Using Meta-Learning to Overcome Challenges in Speaker Localization. EUROCON 2023: 291-294 - [c5]Mohammad Kohankhaki, Ahmad Ayad, Mahdi Barhoush, Anke Schmeink:
Detecting Data Poisoning in Split Learning Using Intraclass- Distance Inflated Loss. GLOBECOM (Workshops) 2023: 2091-2096 - [c4]Ahmad Ayad, Mahdi Barhoush, Benedikt Völker, Steffen Leonhardt, Anke Schmeink:
Energy Efficient ECG Classifier Using Smart Lead Switching and Apache TVM. ICMLA 2023: 188-193 - [c3]Mahdi Barhoush, Ahmad Ayad, Anke Schmeink:
Semi-supervised Learning in Distributed Split Learning Architecture and IoT Applications. ISADS 2023: 1-6 - 2022
- [c2]Mohammad Kohankhaki, Ahmad Ayad, Mahdi Barhoush, Bastian Leibe, Anke Schmeink:
Radiopaths: Deep Multimodal Analysis on Chest Radiographs. IEEE Big Data 2022: 3613-3621 - [c1]Mahdi Barhoush
, Ahmed Ayad, Anke Schmeink:
Semi-supervised Algorithms in Resource-constrained Edge Devices: An Overview and Experimental Comparison. iThings/GreenCom/CPSCom/SmartData/Cybermatics 2022: 555-559
Informal and Other Publications
- 2024
- [i1]Mohammad Kohankhaki, Ahmad Ayad, Mahdi Barhoush, Anke Schmeink:
Parallel Split Learning with Global Sampling. CoRR abs/2407.15738 (2024)
Coauthor Index
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