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ORCIDSakmongkon Chumkamon
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2020 – today
- 2022
[j5]Umaporn Yokkampon
, Abbe Mowshowitz, Sakmongkon Chumkamon, Eiji Hayashi:
Robust Unsupervised Anomaly Detection With Variational Autoencoder in Multivariate Time Series Data. IEEE Access 10: 57835-57849 (2022)- [j4]Sylvain Geiser, Sakmongkon Chumkamon, Ayumu Tominaga, Takumi Tomokawa, Eiji Hayashi:
Online SLAM for Forestry Robot. J. Robotics Netw. Artif. Life 9(2): 177-182 (2022) - [c6]Chanapol Piyavichayanon, Masanobu Koga, Eiji Hayashi, Sakmongkon Chumkamon:
Collision-Aware AR Telemanipulation Using Depth Mesh. AIM 2022: 386-392 - 2021
- [j3]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): 41-46 (2021) - 2020
- [j2]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): 231-234 (2020) - [c5]Umaporn Yokkampon, Sakmongkon Chumkamon, Abbe Mowshowitz, Ryusuke Fujisawa, Eiji Hayashi:
Improved Variational Autoencoder Anomaly Detection in Time Series Data. SMC 2020: 82-87
2010 – 2019
- 2018
- [c4]Xuan Zhao, Sakmongkon Chumkamon, Shuangda Duan, Juan Rojas, Jia Pan:
Collaborative Human-Robot Motion Generation Using LSTM-RNN. Humanoids 2018: 1-9 - [i1]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 abs/1809.03979 (2018) - 2015
- [c3]Sakmongkon Chumkamon, Masato Koike, Eiji Hayashi:
Facial Expression of Social Interaction Based on Emotional Motivation of Animal Robot. SMC 2015: 185-190 - 2014
- [j1]Sakmongkon Chumkamon, Eiji Hayashi:
Recognized Face Tracking for CONBE Robot. J. Robotics Netw. Artif. Life 1(2): 140-144 (2014) - [c2]Sakmongkon Chumkamon, Eiji Hayashi:
ConBe robot: The development of self-perception and expression in face-to-face interaction. SCIS&ISIS 2014: 769-775 - 2013
- [c1]Sakmongkon Chumkamon, Eiji Hayashi:
Facial expression recognition using constrained local models and Hidden Markov models with consciousness-based architecture. SII 2013: 382-387
Coauthor Index
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