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Umair Mohammad
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2020 – today
- 2024
- [c8]Umair Mohammad, Fahad Saeed:
Robustness of ML-Based Seizure Prediction Using Noisy EEG Data From Limited Channels. DCOSS-IoT 2024: 620-626 - 2023
- [j2]Umair Mohammad, Sameh Sorour, Mohamed Hefeida:
Energy Aware Task Allocation for Semi-Asynchronous Mobile Edge Learning. IEEE Trans. Green Commun. Netw. 7(4): 1766-1777 (2023) - [j1]Umair Mohammad, Sameh Sorour, Mohamed Hefeida:
Dynamic Task Allocation for Mobile Edge Learning. IEEE Trans. Mob. Comput. 22(12): 6860-6873 (2023) - [c7]Umair Mohammad, Fahad Saeed:
Energy Efficient AI/ML based Continuous Monitoring at the Edge: ECG and EEG Case Study. BIBM 2023: 3313-3320 - 2022
- [c6]Umair Mohammad, Fahad Saeed:
SPERTL: Epileptic Seizure Prediction using EEG with ResNets and Transfer Learning. BHI 2022: 1-5 - 2021
- [c5]Umair Mohammad, Fahad Saeed:
Search feasibility in distributed MS-proteomics big data. BCB 2021: 85:1 - [c4]Umair Mohammad, Fahad Saeed:
Simulation Testbed for Evaluating Distributed Querying and Searching of Mass Spectrometry Big Data in a Network-based Infrastructure. BigDataService 2021: 137-142 - [c3]Umair Mohammad, Sameh Sorour, Mohamed Hefeida:
Optimal Task Allocation for Mobile Edge Learning with Global Training Time Constraints. CCNC 2021: 1-4 - 2020
- [c2]Umair Mohammad, Sameh Sorour, Mohamed Hefeida:
Task Allocation for Mobile Federated and Offloaded Learning with Energy and Delay Constraints. ICC Workshops 2020: 1-6 - [i5]Umair Mohammad, Sameh Sorour, Mohamed Hefeida:
Optimal Task Allocation for Mobile Edge Learning with Global Training Time Constraints. CoRR abs/2006.07402 (2020) - [i4]Sameh Sorour, Umair Mohammad, Amr Abutuleb, Hossam S. Hassanein:
Returning the Favor: What Wireless Networking Can Offer to AI and Edge Learning. CoRR abs/2006.07453 (2020) - [i3]Umair Mohammad, Sameh Sorour, Mohamed Hefeida:
Task Allocation for Asynchronous Mobile Edge Learning with Delay and Energy Constraints. CoRR abs/2012.00143 (2020)
2010 – 2019
- 2019
- [c1]Umair Mohammad, Sameh Sorour:
Adaptive Task Allocation for Mobile Edge Learning. WCNC Workshops 2019: 1-6 - [i2]Umair Mohammad, Sameh Sorour:
Adaptive Task Allocation for Asynchronous Federated Mobile Edge Learning. CoRR abs/1905.01656 (2019) - 2018
- [i1]Umair Mohammad, Sameh Sorour:
Adaptive Task Allocation for Mobile Edge Learning. CoRR abs/1811.03748 (2018)
Coauthor Index
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