GitHub

This project contains a TensorFlow-based Denoising Autoencoder (DAE) to exact model galaxy from observed galaxy images and perform galaxy model subtraction.

Clone this repository to your local machine or cloud service using the following command: To provide a comprehensive overview of the dataset generation process used in your project, it's important to ...
GitHub

Hierarchical Risk Parity with Autoencoder-based Covariance Estimation and Deep Neural Network Sector Rotation in the Johannesburg Stock Exchange

The project integrates Autoencoder-based covariance estimation, Hierarchical Risk Parity (HRP) allocation, and Deep Neural Network (DNN)-driven sector rotation to improve portfolio diversification and ...
IEEE

Convolutional Autoencoder Application for Breast Cancer Classification

Abstract: There are many related works for breast cancer detection using convolutional neural networks (CNN), and most of them rely only on feature extraction after the convolutions. However, because ...
IEEE

Application of variational autoencoder network to real-time prediction of steel crown in the hot strip rolling mill process

Abstract: In the hot strip rolling mill (HSRM) process, accurate prediction and control of the strip crown are critical for quality assurance. In order to cope with this challenge, this study designed ...