Radio World

A Class on Predicting FM Radio Signals

In my latest Signal Spot, I had my Villanova students explore machine learning techniques to see if we could accurately ...
IEEE

Anomaly Detection in Web Applications: A One-Class SVM Based Firewall for HTTP Request Monitoring

Abstract: Web application vulnerabilities pose significant risks, as malicious attackers can exploit these weaknesses through the Internet. This paper presents an anomaly detection-based web ...
IEEE

Fine-Grained fMRI Classification of Visual Stimuli Using CLIP Embedding Alignment

Abstract: Decoding neural signals from the human brain remains a major challenge. The classification of visual stimuli into categories based on the ImageNet taxonomy and organized according to ...
GitHub

VQ-VAE based predictive modelling of VNS Response

This repository provides a framework for predictive modeling of VNS (Vagus Nerve Stimulation) response using a Vector Quantized Variational Autoencoder (VQ-VAE) and an SVM classifier. It includes ...