Takehisa Yairi

Anomaly Detection Using Autoencoders with Nonlinear Dimensionality Reduction

Mayu Sakurada, Takehisa Yairi · 2014 · 1.3K citations

Computing, Aerospace Engineering, Computer Science +15

An approach to spacecraft anomaly detection problem using kernel feature space

Ryohei Fujimaki, Takehisa Yairi, Kazuo Machida · 2005 · 215 citations

Computing, Aerospace Engineering, Systems Engineering +17

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

Takehisa Yairi, Naoya Takeishi, Tetsuo Oda et al. · IEEE Transactions on Aerospace and Electronic Systems · 2017 · 175 citations · Full text

Computing, Data Science, Data Mining +16

Unsupervised anomaly detection in unmanned aerial vehicles

Samir Khan, Chun Fui Liew, Takehisa Yairi et al. · Applied Soft Computing · 2019 · 67 citations · Full text

Computing, Aerospace Engineering, Computer Science +14

Structured Denoising Autoencoder for Fault Detection and Analysis

Takaaki Tagawa, Yukihiro Tadokoro, Takehisa Yairi · Asian Conference on Machine Learning · 2014 · 51 citations

Computing, Computer Science, Systems Engineering +17