IEEE

A Comparative Analysis of Logistic Regression and Random Forest Algorithm for Cyber Attacks Classification

Abstract: This research aims to compare the performance of Logistic Regression and Random Forest algorithms in classifying cyber-attack types. Using a data set consisting of 494,021 data points with ...
Scientific Research Publishing

Fan, H.Y. and Poole, M.S. (2006) What Is Personalization? Perspectives on the Design and Implementation of Personalization in Information Systems. Journal of Organizational ...

ABSTRACT: Automatic detection of cognitive distortions from short written text could support large-scale mental-health screening and digital cognitive-behavioural therapy (CBT). Many recent approaches ...
Reuters

Why some Gen Z workers are already planning for early retirement

Boston-based financial analyst Ryan Lowe is still decades from retirement age, but that hasn’t stopped him from saving for it in the hopes he might be able to enjoy it sooner. With a salary of $85,000 ...
IEEE

Simple Machine Learning Using Multi-Port Optical Directional Couplers: Comparing Coherent and Non-Coherent Approaches

Abstract: Optical neural networks are emerging as structures with potential for artificial intelligence. We describe a multi-port directional coupler architecture and demonstrate its application for ...