Abdullah Mamun

According to our database, Abdullah Mamun authored at least 12 papers between 2004 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Enhancing Metabolic Syndrome Prediction with Hybrid Data Balancing and Counterfactuals.

Sanyam Paresh Shah, Abdullah Mamun, Shovito Barua Soumma, Hassan Ghasemzadeh

CoRR, April, 2025

AIMI: Leveraging Future Knowledge and Personalization in Sparse Event Forecasting for Treatment Adherence.

Abdullah Mamun, Diane J. Cook, Hassan Ghasemzadeh

CoRR, March, 2025

GlucoLens: Explainable Postprandial Blood Glucose Prediction from Diet and Physical Activity.

Abdullah Mamun, Asiful Arefeen, Susan B. Racette, Dorothy D. Sears, Corrie M. Whisner, Matthew P. Buman, Hassan Ghasemzadeh

CoRR, March, 2025

Domain-Informed Label Fusion Surpasses LLMs in Free-Living Activity Classification (Student Abstract).

Shovito Barua Soumma, Abdullah Mamun, Hassan Ghasemzadeh

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Freezing of Gait Detection Using Gramian Angular Fields and Federated Learning from Wearable Sensors.

Shovito Barua Soumma, S. M. Raihanul Alam, Rudmila Rahman, Umme Niraj Mahi, Abdullah Mamun, Sayyed Mostafa Mostafavi, Hassan Ghasemzadeh

CoRR, 2024

Multimodal Physical Activity Forecasting in Free-Living Clinical Settings: Hunting Opportunities for Just-in-Time Interventions.

Abdullah Mamun, Krista S. Leonard, Megan E. Petrov, Matthew P. Buman, Hassan Ghasemzadeh

CoRR, 2024

Use of What-if Scenarios to Help Explain Artificial Intelligence Models for Neonatal Health.

Abdullah Mamun, Lawrence D. Devoe, Mark I. Evans, David W. Britt, Judith Klein-Seetharaman, Hassan Ghasemzadeh

CoRR, 2024

2023

ActSafe: Predicting Violations of Medical Temporal Constraints for Medication Adherence.

Parker Seegmiller, Joseph Gatto, Abdullah Mamun, Hassan Ghasemzadeh, Diane J. Cook, John A. Stankovic, Sarah Masud Preum

CoRR, 2023

Neonatal Risk Modeling and Prediction.

Abdullah Mamun, Chia-Cheng Kuo, David W. Britt, Lawrence D. Devoe, Mark I. Evans, Hassan Ghasemzadeh, Judith Klein-Seetharaman

Proceedings of the 19th IEEE International Conference on Body Sensor Networks, 2023

2022

Designing Deep Neural Networks Robust to Sensor Failure in Mobile Health Environments.

Abdullah Mamun, Seyed-Iman Mirzadeh, Hassan Ghasemzadeh

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Multimodal Time-Series Activity Forecasting for Adaptive Lifestyle Intervention Design.

Abdullah Mamun, Krista S. Leonard, Matthew P. Buman, Hassan Ghasemzadeh

Proceedings of the IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks, 2022

2004

A new parallel architecture for low power linear feedback shift registers.

Abdullah Mamun, Rajendra S. Katti

Proceedings of the 2004 International Symposium on Circuits and Systems, 2004