Research
Publications
Full publication list: Google Scholar.
New Papers and Accepted Manuscripts
Goodness Is All You Need: Forward-Only Long-Horizon Time-Series Forecasting
Russell, K.; Nafa, F.
25th IEEE International Conference on Machine Learning and Applications (ICMLA), Special Session 2: Neurocognitive-Inspired Machine Learning for Adaptive, Robust, and Secure Intelligence, 2026
AcceptedCACT-Net: A Country-Conditioned Hybrid Neural Architecture for Multi-Horizon Forecasting of Climate-Induced Natural Disasters
Nafa, F. et al.
25th IEEE International Conference on Machine Learning and Applications (ICMLA), Main Conference Track, 2026
AcceptedRank Is Not the Bottleneck: Data Scale, Not Adapter Capacity, Drives Faithful Summarization in LoRA-Tuned LLMs
Nafa, F.
Women in Machine Learning Workshop at NeurIPS (WiML), 2026
AcceptedCostFit: Cost-Aware Agent Design for Hybrid Database and API Question Answering
Nafa, F. et al.
NeurIPS 2026 BiAlign Workshop, 2026
AcceptedReason, Evaluate, and Test: Developing Software Engineering Skills with AI Agents
Nafa, F. et al.
Joint Conference of the 25th International Conference on Web-Based Learning and the 11th International Symposium on Emerging Technologies for Education (ICWL-SETE), 2026
AcceptedConference and Journal Publications
Impact of Solar Farm Expansion on Forest Cover in Massachusetts: An Analysis Using Artificial Intelligence and Remote Sensing
Farina, N.; Young, S. S.; Nafa, F.; Waddington, G.
The Professional Geographer, 77(3), 257–268, 2025
Advancing Early Detection of Breast Cancer: A User-Friendly Convolutional Neural Network Automation System
Dequit, A.; Nafa, F.
BioMedInformatics, 4(2), 992–1005, 2024
Improving Educational Outcomes: Developing and Assessing Grading System (ProGrader) for Programming Courses
Nafa, F.; Sreeramareddy, L.; Mallapuram, S.; Moulema, P.
HCI International, 322–342, 2023
HPV Health Communication Using BERT Summarization
Bitar, H.; Nafa, F.
International Journal of Environmental Research and Public Health, 2022
Machine-Learning Graphical User Interface for Alzheimer’s Disease Detection
Nafa, F.; Rodriguez-Argueta, E.
International Journal of Environmental Research and Public Health, 2022