most citedHybrid Machine Learning Models for Intrusion Detection in IoT: Leveraging a Real-World IoT Dataset

4 citations · 5 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2025★ 1 cited

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…