Fault diagnosis of dynamic multivariate systems is a challenging problem. In this article, a novel fault diagnosis scheme based on variable-wise stacked temporal autoencoder (VW-STAE) is proposed.

About This repository stores a basic implementation of my concept where a multi-layered perceptron can be used as a variable autoencoder.

The remote variable resistor functions as a voltage-controlled resistor whose resistance changes based on an applied voltage.

An endogenous variable is a variable in a statistical model that is changed or determined by its relationship with other variables within the model.

Unreasonable iteration number and step-size setting limit the performance of adversarial attacks. To deal with this issue, we propose a variable step-size double-iteration (VSDI) white-box attack. Due ...

Here, in order to predict future bearing failures before they occur, we use an autoencoder, a form of neural network, to build a model that identifies abnormal vibrations from continuous sensor ...

To address these challenges, we propose a Noise-Consistent hypeRgraph AutoEncoder framework with denoising strategies, termed NCRAE, aimed at achieving robust node embeddings in ceRNA regulatory ...