Assistant Professor, Computer Science
- PHD, University of Notre Dame
- MS, University of Notre Dame
- BSc, Islamic University of Technology
Dr. Md Nafee Al Islam graduated with a PhD in Computer Science and Engineering from the University of Notre Dame, Indiana. His research interests focus on Data Analytics, Artificial Intelligence, Cyber-Physical Systems, and Machine Learning. Prior to his PhD, he earned his Master's in Computer Science and Engineering from the University of Notre Dame and his Bachelor's degree in Electrical and Electronics Engineering from the Islamic University of Technology, Bangladesh.
Scholarly Work
- With Cleland-Huang, Jane and Vierhauser, Michael, "ADAM: Adaptive Monitoring of Runtime Anomalies in Small Uncrewed Aerial Systems," 2024.
- With Pedro Antonio Alacron Granadeno, Arturo Miguel Russell Bernal, and Jane Cleland-Huang, "An Environmentally Complex Requirement for Safe Separation Distance Between UAVs," pp. 166-175, 2024.
- With Salil Purandare, Urjoshi Sinha, Jane Cleland-Huang, and Myra B Cohen, " Self-Adaptive Mechanisms for Misconfigurations in Small Uncrewed Aerial Systems ," IEEE Aerospace & Electronics Systems Magazine, pp. 169-180, 2023.
- With Muhammad Tawfiq Chowdhury, Ankit Angrawal , Michael Murphy, Raj Mehta, and Daria Kudriavtseva, "Configuring mission-specific behavior in a product line of collaborating small unmanned aerial systems," 2023.
- With Yihong Ma, Jane Cleland-Huang, and Nitesh V Chawla, "Detecting anomalies in small unmanned aerial systems via graphical normalizing flows," IEEE Transactions on Software Engineering, vol. 38, 2, pp. 46-54, 2023.
- With Yihong Ma, Pedro Alarcon, and Jane Cleland-Huang, "RESAM: Requirements elicitation and specification for deep-learning anomaly models with applications to UAV flight controllers," IEEE Transactions on Robotics and Automation, pp. 153-165, 2022.
- With Jane Cleland-Huang, Nitesh Chawla, Myra Cohen, Urjoshi Sinha, and Lilly Spirkovska, "Towards real-time safety analysis of small unmanned aerial systems in the national airspace," 2022.
- With Sophia Abraham, Zachariah Carmichael, Sreya Banerjee, Rosaura VidalMata, and Ankit Agrawal, " Adaptive autonomy in human-on-the-loop vision-based robotics systems," IEEE Transactions on Automatic Control, pp. 113-120, 2021.
- With Michael Vierhauser, Ankit Angrawal , Jane Cleland-Huang, and James Mason, "Hazard analysis for human-on-the-loop interactions in sUAS systems," ACM Transactions on Information and System Security (TISSEC), pp. 8-9, 2021.
- With Jane Cleland-Huang, Ankit Angrawal , Eric Tsai, Maxime Van Speybroeck, and Michael Vierhauser, "Requirements-driven configuration of emergency response missions with small aerial vehicles," ACM Transactions on Information and System Security (TISSEC), pp. 1-12, 2020.