MicroRNA, as a distinctive biomarker, plays a crucial role in the early prognosis and
diagnosis of numerous severe diseases. However, due to its inherent properties such as low …

In practical engineering, data often lack labels, resulting in difficulty in fault diagnosis.
Because stack-denoising autoencoders possess robust feature extraction capabilities and …

The evolution of advanced sensing techniques and intelligent algorithms has significantly
underpinned the growth of structural health monitoring and damage identification. Modern …

Although fault diagnosis methods integrating transfer learning are research hotspots, their
ability to handle industrial fault diagnosis problems with large domain differences still needs …

Advanced sensing techniques and intelligent algorithms have greatly contributed to the
development of structural health monitoring & damage identifications. As the most common …