IEEE

Predictive Analysis of Network-Based Attacks by Hybrid Machine Learning Algorithms Utilizing Bayesian Optimization, Logistic Regression, and Random Forest Algorithm

Abstract: These days, intrusion detection systems are one of the newest trends in society. These technologies serve as a defense against a variety of security breaches, the number of which has been ...
IEEE

Disturbance Detection in Power Quality Data using Principle Component Analysis, Recursive Feature Elimination and Logistic Regression

Abstract: This paper introduces an innovative approach to classify disturbances in power quality (PQ) by combining principal component analysis (PCA), recursive feature elimination (RFE) and logistic ...