Umaporn Yokkampon

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 4

Top Topics

Multivariate Time Series

Detecting Anomalies

Anomaly Detection

Top Venues

J. Robotics Netw. Artif. Life

Publications

Umaporn Yokkampon, Abbe Mowshowitz, Sakmongkon Chumkamon, Eiji Hayashi
Robust Unsupervised Anomaly Detection With Variational Autoencoder in Multivariate Time Series Data. IEEE Access 10 (2022)
Umaporn Yokkampon, Sakmongkon Chumkamon, Abbe Mowshowitz, Ryusuke Fujisawa, Eiji Hayashi
Anomaly Detection Using Support Vector Machines for Time Series Data. J. Robotics Netw. Artif. Life 8 (1) (2021)
Umaporn Yokkampon, Sakmongkon Chumkamon, Abbe Mowshowitz, Eiji Hayashi
Autoencoder with Spiking in Frequency Domain for Anomaly Detection of Uncertainty Event. J. Robotics Netw. Artif. Life 6 (4) (2020)
Umaporn Yokkampon, Sakmongkon Chumkamon, Abbe Mowshowitz, Ryusuke Fujisawa, Eiji Hayashi
Improved Variational Autoencoder Anomaly Detection in Time Series Data. SMC (2020)