-
Kabir, M. S., Debnath, M., Almageer, S., & Ngu, A. H. (2025). TransConv-DDPM: Enhanced Diffusion Model for Generating Time-Series Data in Healthcare. In IEEE Computers, Software, and Applications Conference (COMPSAC 2025). United States: IEEE.
-
Debnath, M., Chang, J., Bhandari, K., Nagy, D. J., Insperger, T., Milton, J., & Ngu, A. H. (2024). Pole balancing on the fingertip: Model-motivated machine learning forecasting of falls. Frontiers in Physiology, 15. https://doi.org/https://doi.org/10.3389/fphys.2024.1334396
-
Debnath, M., Almageer, S., Kabir, S. M., & Ngu, A. H. (2025). Enhancing Wearable Fall Detection System via Synthetic Data. Sensors (Switzerland), 25(15). https://doi.org/https://doi.org/10.3390/s25154639
-
Debnath, M., Kabir, M. S., Almageer, S., & Ngu, A. H. (2025). Improving Time-Series Forecasting with Statistical and AI-Driven Feature Optimization. In IEEE Computers, Software, and Applications Conference (COMPSAC 2025). United States: IEEE.
-
Haque, S. T., Debnath, M., Yasmin, A., Mahmud, T. S. U., & Ngu, A. H. (2024). Experimental Study of LSTM and Transformer Models for Fall Detection on Smartwatches. Sensors (Switzerland), 24(19). https://doi.org/https://doi.org/10.3390/s24196235
