3 papers
cs.CV2025
PyroFocus: A Deep Learning Approach to Real-Time Wildfire Detection in Multispectral Remote Sensing Imagery
Mark Moussa, Andre Williams, Seth Roffe +1
Rapid and accurate wildfire detection is crucial for emergency response and environmental management. In airborne and spaceborne missions, real-time algorithms must distinguish bet…
cs.LG2025
Feature Importance Guided Random Forest Learning with Simulated Annealing Based Hyperparameter Tuning
Kowshik Balasubramanian, Andre Williams, Ismail Butun
This paper introduces a novel framework for enhancing Random Forest classifiers by integrating probabilistic feature sampling and hyperparameter tuning via Simulated Annealing. The…
cs.CR2025
Hybrid Machine Learning Models for Intrusion Detection in IoT: Leveraging a Real-World IoT Dataset
Md Ahnaf Akif, Ismail Butun, Andre Williams +1
The rapid growth of the Internet of Things (IoT) has revolutionized industries, enabling unprecedented connectivity and functionality. However, this expansion also increases vulner…