IEEE

Convolutional Autoencoder With Sequential and Channel Attention for Robust ECG Signal Denoising With Edge Device Implementation

Abstract: Electrocardiograms (ECG) are vital for diagnosing various cardiac conditions but are often corrupted by noise from multiple sources, which can hinder accurate interpretation. Denoising ECG ...
GitHub

CBMAD: Consistent Bidirectional Mamba Autoencoder for Time-Series Anomaly Detection

This repository provides an implementation of CBMAD (Consistency Bidirectional Mamba Autoencoder Anomaly Detection) model for unsupervised anomaly detection in multivariate time-series data. It is ...
GitHub

ROMBO: A composite Bayesian optimization framework for engineering design using nonintrusive reduced-order models

The ROMBO code can be installed in your Python environment using pip according to the following steps: The following example code demonstrates how the ROMBO framework modules can be used to define a ...
IEEE

Wind Turbine Fault Detection Through Autoencoder-Based Neural Networks

Abstract: In the pursuit of sustainable and efficient energy solutions, wind turbines play a pivotal role. However, the operational efficiency of wind turbines can be significantly compromised by ...