This repository contains the complete materials—tutorial report, runnable code, and generated figures—for the Advanced Machine Learning assignment focusing on Convolutional Neural Networks (CNNs) and ...

This repository presents the computer algorithms developed for the open source publication: "Unsupervised Machine Learning in Fractography: Evaluation and Interpretation" The main objective of this ...

Abstract: Accurate fault diagnosis of trolley mechanisms in ship-to-shore cranes is essential for ensuring cargo transportation at ports. While deep neural networks (DNNs) have made some achievements ...