Umair Mohammad

16 papers B 1Journal 7Unranked 8
YearRankTypeTitle / Venue / Authors
2024 B conf
Lightweight Transformer exhibits comparable performance to LLMs for Seizure Prediction: A case for light-weight models for EEG data.
IEEE Big Data
Paras Parani, Umair Mohammad, Fahad Saeed
2024 — conf
Robustness of ML-Based Seizure Prediction Using Noisy EEG Data From Limited Channels.
DCOSS-IoT
Umair Mohammad, Fahad Saeed
2023 J jnl
Dynamic Task Allocation for Mobile Edge Learning.
IEEE Trans. Mob. Comput.
Umair Mohammad, Sameh Sorour, Mohamed Hefeida
2023 J jnl
Energy Aware Task Allocation for Semi-Asynchronous Mobile Edge Learning.
IEEE Trans. Green Commun. Netw.
Umair Mohammad, Sameh Sorour, Mohamed Hefeida
2023 — conf
Energy Efficient AI/ML based Continuous Monitoring at the Edge: ECG and EEG Case Study.
BIBM
Umair Mohammad, Fahad Saeed
2022 — conf
SPERTL: Epileptic Seizure Prediction using EEG with ResNets and Transfer Learning.
BHI
Umair Mohammad, Fahad Saeed
2021 — conf
Optimal Task Allocation for Mobile Edge Learning with Global Training Time Constraints.
CCNC
Umair Mohammad, Sameh Sorour, Mohamed Hefeida
2021 — conf
Search feasibility in distributed MS-proteomics big data.
BCB
Umair Mohammad, Fahad Saeed
2021 — conf
Simulation Testbed for Evaluating Distributed Querying and Searching of Mass Spectrometry Big Data in a Network-based Infrastructure.
BigDataService
Umair Mohammad, Fahad Saeed
2020 J jnl
Optimal Task Allocation for Mobile Edge Learning with Global Training Time Constraints.
CoRR
Umair Mohammad, Sameh Sorour, Mohamed Hefeida
2020 J jnl
Returning the Favor: What Wireless Networking Can Offer to AI and Edge Learning.
CoRR
Sameh Sorour, Umair Mohammad, Amr Abutuleb, Hossam S. Hassanein
2020 J jnl
Task Allocation for Asynchronous Mobile Edge Learning with Delay and Energy Constraints.
CoRR
Umair Mohammad, Sameh Sorour, Mohamed Hefeida
2020 — conf
Task Allocation for Mobile Federated and Offloaded Learning with Energy and Delay Constraints.
ICC Workshops
Umair Mohammad, Sameh Sorour, Mohamed Hefeida
2019 J jnl
Adaptive Task Allocation for Asynchronous Federated Mobile Edge Learning.
CoRR
Umair Mohammad, Sameh Sorour
2019 — conf
Adaptive Task Allocation for Mobile Edge Learning.
WCNC Workshops
Umair Mohammad, Sameh Sorour
2018 J jnl
Adaptive Task Allocation for Mobile Edge Learning.
CoRR
Umair Mohammad, Sameh Sorour