IEEE

An Analytical and Mode Mapping Approach Using Machine Learning for Optimizing Hybrid Material-Based THz Antenna With Surface Plasmon Polaritons

Abstract: This article proposes two complementary Yagi-Uda antenna configurations based on hybrid metal-graphene materials with the exploration of surface plasmon polariton (SPP) mechanism for ...
IEEE

Anomaly Detection in Network Traffic Using Advanced Machine Learning Techniques

Abstract: Anomaly detection in network traffic is a critical aspect of network security, particularly in defending against the increasing sophistication of cyber threats. This study investigates the ...
GitHub

Implementation Guide for the LOINC Ontology

The SNOMED CT Implementation Guide for the LOINC Ontology offers comprehensive guidance for implementing and using the LOINC Ontology; an extension to SNOMED CT that bridges structured clinical ...
Journal of Medical Internet Research

Prediction of Moderate-to-Severe Sepsis-Associated Acute Kidney Injury Using a Dual-Timepoint Machine Learning Model: Development, Multiregional Validation, and Clinical ...

Based on clinical data from the first 24 hours of ICU admission, we used a two-stage feature selection process combining light gradient boosting machine (LightGBM) and Shapley additive explanation ...
GitHub

Ontology Product Research 2026

This repository tracks recent ontology-centered products, open-source projects, and papers from the last year window: 2025-06-23 to 2026-06-23. The research focus is practical: how ontology can drive ...