Shin Murata

SNIPER: Few-shot Learning for Anomaly Detection to Minimize False-negative Rate with Ensured True-positive Rate

Yuma Koizumi, Shin Murata, Noboru Harada et al. · 2019 · 43 citations

Few-shot Learning, Anomaly Detection, Machine Learning +16

Maximum tsunami height prediction using pressure gauge data by a Gaussian process at Owase in the Kii Peninsula, Japan

Yasuhiko Igarashi, Takane Hori, Shin Murata et al. · Marine Geophysical Research · 2016 · 28 citations · Full text

Earthquake Engineering, Tsunami Science, Engineering +14

SPIDERnet: Attention Network For One-Shot Anomaly Detection In Sounds

Yuma Koizumi, Masahiro Yasuda, Shin Murata et al. · 2020 · 24 citations

Similarity Function, Anomaly Detection, Machine Learning +17

Batch Uniformization for Minimizing Maximum Anomaly Score of Dnn-Based Anomaly Detection in Sounds

Yuma Koizumi, Shoichiro Saito, Masataka Yamaguchi et al. · 2019 · 21 citations

Anomaly Detection, Machine Learning, Engineering +21

A Two-class Hyper-spherical Autoencoder for Supervised Anomaly Detection

Yuta Kawachi, Yuma Koizumi, Shin Murata et al. · 2019 · 15 citations

Machine Vision, Machine Learning, Data Science +13