Sakmongkon Chumkamon

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 8

Top Topics

Multivariate Time Series Data

Detecting Anomalies

Top Venues

J. Robotics Netw. Artif. Life

Publications

Chanapol Piyavichayanon, Masanobu Koga, Eiji Hayashi, Sakmongkon Chumkamon
Collision-Aware AR Telemanipulation Using Depth Mesh. AIM (2022)
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)
Xuan Zhao, Sakmongkon Chumkamon, Shuangda Duan, Juan Rojas, Jia Pan
Collaborative Human-Robot Motion Generation Using LSTM-RNN. Humanoids (2018)
Hongmin Wu, Shuangqi Luo, Longxin Chen, Shuangda Duan, Sakmongkon Chumkamon, Dong Liu, Yisheng Guan, Juan Rojas
Endowing Robots with Longer-term Autonomy by Recovering from External Disturbances in Manipulation through Grounded Anomaly Classification and Recovery Policies. CoRR (2018)
Sakmongkon Chumkamon, Masato Koike, Eiji Hayashi
Facial Expression of Social Interaction Based on Emotional Motivation of Animal Robot. SMC (2015)
Sakmongkon Chumkamon, Eiji Hayashi
Recognized Face Tracking for CONBE Robot. J. Robotics Netw. Artif. Life 1 (2) (2014)
Sakmongkon Chumkamon, Eiji Hayashi
ConBe robot: The development of self-perception and expression in face-to-face interaction. SCIS&ISIS (2014)
Sakmongkon Chumkamon, Eiji Hayashi
Facial expression recognition using constrained local models and Hidden Markov models with consciousness-based architecture. SII (2013)