Umair Mohammad
Orcid: 0000-0002-4499-548X
According to our database1,
Umair Mohammad
authored at least 14 papers
between 2019 and 2024.
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Bibliography
2024
Robustness of ML-Based Seizure Prediction Using Noisy EEG Data From Limited Channels.
Proceedings of the 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things, 2024
Lightweight Transformer exhibits comparable performance to LLMs for Seizure Prediction: A case for light-weight models for EEG data.
Proceedings of the IEEE International Conference on Big Data, 2024
2023
IEEE Trans. Mob. Comput., December, 2023
IEEE Trans. Green Commun. Netw., December, 2023
Energy Efficient AI/ML based Continuous Monitoring at the Edge: ECG and EEG Case Study.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
2022
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
2021
Optimal Task Allocation for Mobile Edge Learning with Global Training Time Constraints.
Proceedings of the 18th IEEE Annual Consumer Communications & Networking Conference, 2021
Simulation Testbed for Evaluating Distributed Querying and Searching of Mass Spectrometry Big Data in a Network-based Infrastructure.
Proceedings of the Seventh IEEE International Conference on Big Data Computing Service and Applications, 2021
Proceedings of the BCB '21: 12th ACM International Conference on Bioinformatics, 2021
2020
Task Allocation for Asynchronous Mobile Edge Learning with Delay and Energy Constraints.
CoRR, 2020
CoRR, 2020
Task Allocation for Mobile Federated and Offloaded Learning with Energy and Delay Constraints.
Proceedings of the 2020 IEEE International Conference on Communications Workshops, 2020
2019
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference Workshop, 2019