Shin Murata

Publication Activity (10 Years)

Years Active: 2015-2020
Publications (10 Years): 7

Top Topics

Anomalous Behavior

Detecting Anomalies

Anomaly Detection

One Class Support Vector Machines

Top Venues

Publications

Yuma Koizumi, Masahiro Yasuda, Shin Murata, Shoichiro Saito, Hisashi Uematsu, Noboru Harada
SPIDERnet: Attention Network For One-Shot Anomaly Detection In Sounds. ICASSP (2020)
Yuta Kawachi, Yuma Koizumi, Shin Murata, Noboru Harada
A Two-class Hyper-spherical Autoencoder for Supervised Anomaly Detection. ICASSP (2019)
Yuma Koizumi, Shoichiro Saito, Masataka Yamaguchi, Shin Murata, Noboru Harada
Batch Uniformization for Minimizing Maximum Anomaly Score of Dnn-Based Anomaly Detection in Sounds. WASPAA (2019)
Shin Murata, Yuma Koizumi, Noboru Harada
Finding Low-Dimensional Dynamical Structure Through Variational Auto-Encoding Dynamic Mode Decomposition. MLSP (2019)
Yuma Koizumi, Shin Murata, Noboru Harada, Shoichiro Saito, Hisashi Uematsu
SNIPER: Few-shot Learning for Anomaly Detection to Minimize False-negative Rate with Ensured True-positive Rate. ICASSP (2019)
Yuma Koizumi, Shoichiro Saito, Masataka Yamaguchi, Shin Murata, Noboru Harada
Batch Uniformization for Minimizing Maximum Anomaly Score of DNN-based Anomaly Detection in Sounds. CoRR (2019)
Kenjiro Hikida, Noriyuki Matsuzaki, Satoshi Yamamoto, Yasuhiko Sakane, Shin Murata, Makoto Ogawa, Masashi Kusunoki
The Human Error Reduction Effect of Point and Call Checks on Maritime Training. ICETET (2015)