Umaporn Yokkampon

According to our database, Umaporn Yokkampon authored at least 4 papers between 2020 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Robust Unsupervised Anomaly Detection With Variational Autoencoder in Multivariate Time Series Data.

Umaporn Yokkampon, Abbe Mowshowitz, Sakmongkon Chumkamon, Eiji Hayashi

IEEE Access, 2022

2021

Anomaly Detection Using Support Vector Machines for Time Series Data.

Umaporn Yokkampon, Sakmongkon Chumkamon, Abbe Mowshowitz, Ryusuke Fujisawa, Eiji Hayashi

J. Robotics Netw. Artif. Life, 2021

2020

Autoencoder with Spiking in Frequency Domain for Anomaly Detection of Uncertainty Event.

Umaporn Yokkampon, Sakmongkon Chumkamon, Abbe Mowshowitz, Eiji Hayashi

J. Robotics Netw. Artif. Life, 2020

Improved Variational Autoencoder Anomaly Detection in Time Series Data.

Umaporn Yokkampon, Sakmongkon Chumkamon, Abbe Mowshowitz, Ryusuke Fujisawa, Eiji Hayashi

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020