Anomaly detection in electrocardiogram signals using metaheuristic optimized time-series classification with attention incorporated models

A Petrovic, L Jovanovic, K Venkatachalam… - International Journal of … - content.iospress.com
Efforts in cardiovascular disorder detection demand immediate attention as they hold the
potential to revolutionize 23 patient outcomes through early detection systems. The …

Exploring the potential of combining Mel spectrograms with neural networks optimized by the modified crayfish optimization algorithm for acoustic speed violation …

M Stankovic, L Jovanovic, A Bozovic… - International Journal of … - content.iospress.com
Enforcing vehicle speed limits is paramount for road safety. This paper pioneers an
innovative approach by synergizing 22 signal processing and Convolutional Neural …

Metaheuristic optimized electrocardiography time-series anomaly classification with recurrent and long-short term neural networks

L Jovanovic, M Zivkovic, N Bacanin… - International Journal of … - content.iospress.com
This study explores the realm of time series forecasting, focusing on the utilization of
Recurrent Neural Networks 22 (RNN) to detect abnormal cardiovascular rhythms in …