IEEE

Transfer Learning Based Intrusion Detection Systems Using Recursive Feature Elimination

Abstract: The rapid proliferation of new technologies such as cloud computing, Internet of Things (IoT), smart devices, and virtualization has resulted in overwhelming network traffic. Thus, companies ...
Frontiers

Detailed evaluation of sleep apnea using heart rate variability: a machine learning and statistical method using ECG data

Department of Electrical and Computer Engineering, Faculty of Engineering, King Abdulaziz University, Jeddah, Saudi Arabia Background: Sleep apnea is a common sleep disorder associated with high ...
Frontiers

Novel diagnostic biomarkers associated with macrophage-microglia in spinal cord injury

Background: Spinal cord injury (SCI) is a devastating disorder featuring serious motor dysfunction and proprioceptive deficits due to central nervous system (CNS) damage. During its progression, ...
IEEE

Recursive Forecasting Strategy for Stock Exchanges using LSTM-based and GRU Models

Abstract: This research explores deep learning-based time series forecasting techniques to predict the S&P 500 Index tracking the stock performance of 500 leading companies listed on stock exchanges ...