Boosting With Prior for Accurate Classification

M Baig, T Ejaz, KM Fahad, SAM Gilani, MM Awais… - IEEE …, 2023 - ieeexplore.ieee.org
Adaptive Boosting (AdaBoost) based meta learning algorithms generate an accurate
classifier ensemble using a learning algorithm with only moderate accuracy guarantees …

Intrusion detection using a cascade of boosted classifiers (CBC)

M Baig, ESM El-Alfy, MM Awais - 2014 International Joint …, 2014 - ieeexplore.ieee.org
A boosting-based cascade for automatic decomposition of multiclass learning problems into
several binary classification problems is presented. The proposed cascade structure uses a …