Ryohei Fujimaki

An approach to spacecraft anomaly detection problem using kernel feature space

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

Anomaly Detection, Machine Learning, Engineering +19

Network anomaly detection based on Eigen equation compression

Shunsuke Hirose, Kenji Yamanishi, Takayuki Nakata et al. · 2009 · 62 citations

Anomaly Detection, Engineering, Former Anomalies +16

Exclusive Feature Learning on Arbitrary Structures via ell_1,2-norm

Deguang Kong, Ryohei Fujimaki, Ji Liu et al. · Neural Information Processing Systems · 2014 · 60 citations

New Formulation, Engineering, Machine Learning +17

Factorized Asymptotic Bayesian Inference for Mixture Modeling

Ryohei Fujimaki, Satoshi Morinaga · 2012 · 45 citations

Bayesian Statistics, Latent Modeling, Engineering +11

Trading Interpretability for Accuracy

Jialei Wang, Ryohei Fujimaki, Yosuke Motohashi · 2015 · 43 citations

Structured Prediction, Engineering, Machine Learning +20