Yairi, Takehisa

Anomaly Detection Using Autoencoders with Nonlinear Dimensionality Reduction

Sakurada, M., & Yairi, T. (2014) · Proceedings of the MLSDA 2014 2nd Workshop on Machine Learning for Sensory Data Analysis

Anomaly Detection Techniques and ApplicationsFault Detection and Control Systems

Cited by 1,438

A review on the application of deep learning in system health management

Khan, S., & Yairi, T. (2018) · Mechanical Systems and Signal Processing

Machine Fault Diagnosis TechniquesFault Detection and Control Systems

Cited by 1,133

A Data-Driven Health Monitoring Method for Satellite Housekeeping Data Based on Probabilistic Clustering and Dimensionality Reduction

Yairi, T., Takeishi, N., Oda, T., Nakajima, Y., Nishimura, N., & Takata, N. (2017) · IEEE Transactions on Aerospace and Electronic Systems

Fault Detection and Control SystemsAnomaly Detection Techniques and Applications

Cited by 185