Frontiers

Water quality in Minas Gerais, Brazil: Evaluating the past 25 years using ensemble decision trees and robust trend analysis

1 Sistema de Tecnologia e Monitoramento Ambiental do Paraná, Curitiba, PR, Brazil 2 Instituto Tecnologico Vale Desenvolvimento Sustentavel, Belém, Brazil The final, formatted version of the article ...

Python-based framework makes climate dynamics more approachable for students and researchers

A team of researchers at the University of Miami has developed a global atmospheric modeling framework that blends powerful ...
IEEE

A Logic Circuit-Based Intrusion Detection System Using a Dendritic Neural Model Ensemble

Abstract: An intrusion detection system (IDS) plays a crucial role in network security by distinguishing hostile activities from network traffic. Conventional hardware-based IDS architectures have ...
GitHub

uqlm: Uncertainty Quantification for Language Models

UQLM provides a suite of response-level scorers for quantifying the uncertainty of Large Language Model (LLM) outputs. Each scorer returns a confidence score between 0 and 1, where higher scores ...
GitHub

hishing-detection

🛡️ AI-Powered Email Guardian: 99.2% accurate spam detection using machine learning. Open-source, privacy-focused email security. ⚡ 50ms detection time.
IEEE

SHRED: An Ensemble-Based Machine Learning Model to Sift Email Messages for Real-Time Spam Detection

Abstract: The rapid expansion of email usage has been paralleled by a significant rise in spam, which not only clutters inboxes but also spreads malware and introduces serious security threats. While ...