IEEE

Applying Machine Learning Combined with Dimensionality Reduction to Enhance Intrusion Detection Systems

Abstract: An intrusion detection system (IDS) is a system designed to detect potential intrusion activities, such as malicious activities, computer attacks, or the spread of viruses, and then inform ...
IEEE

Efficient ECG Anomaly Detection Using Autoencoder-Based Dimensionality Reduction: A Comparative Study of Machine Learning Algorithms

Abstract: Electrocardiograms (ECGs) are widely used to diagnose various cardiovascular conditions. While deep learning models have shown high accuracy in ECG classification, challenges such as high ...
GitHub

Altair slc som clustering SOM Dimensionality Reduction using r and python

https://github.com/rogerjdeangelis/utl-altair-slc-som-clustering-SOM-Dimensionality-Reduction-using-r-and-python/blob/main/iris_som_codes.png https://github.com ...