Browsing by Subject "Feature extraction"

Now showing items 1-2 of 2

Anomaly-Based Intrusion Detection From Network Flow Features Using Variational Autoencoder

Zavrak, Sultan; Iskefiyeli, Murat (IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2020)

The rapid increase in network traffic has recently led to the importance of flow-based intrusion detection systems processing a small amount of traffic data. Furthermore, anomaly-based methods, which can identify unknown ...
Deep Transfer Learning for Chronic Obstructive Pulmonary Disease Detection Utilizing Electrocardiogram Signals

Moran, Inanc; Altilar, Deniz Turgay; Ucar, Muhammed Kursad; Bilgin, Cahit; Bozkurt, Mehmet Recep (IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2023)

The motivation of this research is to introduce the first research on automated Chronic Obstructive Pulmonary Disease (COPD) diagnosis using deep learning and the first annotated dataset in this field. The primary objective ...