Published in International Journal of Applied Information Systems, 2019
Data-driven analysis of Google Play Store applications to uncover patterns in user engagement and developer trends.
Recommended citation: Kabir, Md Shahriar, and Mohammad Shamsul Arefin. (2019). "Google Play Store Data Mining and Analysis." International Journal of Applied Information Systems, 12(26):1–5.
Paper link
Published in International Conference on Artificial Intelligence in Medicine (AIME 2024), 2024
A study on the effect of synthetic data augmentation for improving fall detection accuracy using wearable sensors.
Recommended citation: Debnath, Minakshi, Md Shahriar Kabir, Jianyuan Ni, and Anne Hee Hiong Ngu. (2024). "The Impact of Synthetic Data on Fall Detection Application." International Conference on Artificial Intelligence in Medicine (AIME), pp. 204–209. Springer Nature Switzerland.
Paper link
Published in IEEE PULSE, 2025
A concise IEEE PULSE article introducing TransConv-DDPM for healthcare time-series data generation.
Recommended citation: Kabir, Md Shahriar, and Anne H. H. Ngu. (2025). "TransConv-DDPM: Time-Series Data Generation With Diffusion." IEEE PULSE, 16(1):29–31.
Paper link
Published in Sensors, MDPI, 2025
A diffusion-based approach for augmenting wearable fall detection datasets with synthetic sensor data.
Recommended citation: Debnath, Minakshi, Sana Alamgeer, Md Shahriar Kabir, and Anne H. H. Ngu. (2025). "Enhancing Wearable Fall Detection System via Synthetic Data." Sensors, 25(15):4639.
Paper link
Published in IEEE COMPSAC 2025, 2025
A diffusion-based generative model for realistic time-series data in healthcare applications, improving data fidelity and robustness.
Recommended citation: Kabir, Md Shahriar, Sana Alamgeer, Minakshi Debnath, and Anne H. H. Ngu. (2025). "TransConv-DDPM: Enhanced Diffusion Model for Generating Time-Series Data in Healthcare." IEEE 49th Annual Computers, Software, and Applications Conference (COMPSAC), pp. 866–875.
Paper link
Published:
I presented a poster on “TransConv-DDPM: Time-Series Data Generation With Diffusion” as part of the CS 7300 Graduate Research course at Texas State University on December 7, 2024.
Published:
I presented our paper titled “TransConv-DDPM: Enhanced Diffusion Model for Generating Time-Series Data in Healthcare” at the IEEE 49th Annual Computers, Software, and Applications Conference (COMPSAC 2025), held in Toronto, Canada.
Teaching Assistantship, Texas State University, Department of Computer Science, 2024
As a Teaching Assistant for CS 1342 – Programming for Scientists and Engineers, I supported course instruction covering:
Teaching Assistantship, Texas State University, Department of Computer Science, 2025
As a Teaching Assistant for CS 2308 – Foundations of Computer Science II, I assisted in teaching an intermediate-level programming course focused on: