Publications

Multimodal Time-Series Activity Forecasting for Adaptive Lifestyle Intervention Design
We focus on devising algorithms that combine data about physical activity and engagement with the app to predict future physical activity performance.
IEEE International Conference on Wearable and Implantable Body Sensor Networks (BSN), 2022
Abdullah Mamun, Krista S. Leonard, Matthew P. Buman, Hassan Ghasemzadeh
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Multimodal Time-Series Activity Forecasting for Adaptive Lifestyle Intervention Design
Designing Deep Neural Networks Robust to Sensor Failure in Mobile Health Environments
We propose an algorithm that can reconstruct the missing input data for unavailable sensors.
IEEE Engineering in Medicine and Biology Conference (EMBC), 2022
Abdullah Mamun, Seyed Iman Mirzadeh, Hassan Ghasemzadeh
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Designing Deep Neural Networks Robust to Sensor Failure in Mobile Health Environments