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 ...
Frontiers

Comparative Analysis of Optimized Logistic Regression with State-of-the-Art Models for Complex Gastroenterological Image Analysis

1 George Emil Palade University of Medicine, Pharmacy, Sciences and Technology of Târgu Mureş, Târgu Mures, Romania 2 Universitatea Babes-Bolyai, Cluj-Napoca, Romania The final, formatted version of ...
IEEE

Predictive Analytic for Investment Target Selection in Startup Companies Using Logistic Regression and K-Means Algorithms

Abstract: This study aims to evaluate the impact of early-stage funding (first-time funding, number of funding rounds, amount of funding) on the future success of startups using a predictive analytics ...
Frontiers

CT-based habitat radiomics for preoperative differentiation of adenocarcinoma in situ/minimally invasive adenocarcinoma from invasive adenocarcinoma manifesting as ground-glass ...

Objectives: To develop a CT-based habitat radiomics model for preoperative differentiation of adenocarcinoma in situ/minimally invasive adenocarcinoma (AIS/MIA) from invasive adenocarcinoma (IAC) ...