Facial expression recognition using constrained local models and Hidden Markov models with consciousness-based architecture. - Sakmongkon Chumkamon; Eiji Hayashi (SII, 2013)

ConBe robot: The development of self-perception and expression in face-to-face interaction. - Sakmongkon Chumkamon; Eiji Hayashi (SCIS&ISIS, 2014)

Recognized Face Tracking for CONBE Robot. - Sakmongkon Chumkamon; Eiji Hayashi (J. Robotics Netw. Artif. Life, 2014)

Facial Expression of Social Interaction Based on Emotional Motivation of Animal Robot. - Sakmongkon Chumkamon; Masato Koike; Eiji Hayashi (SMC, 2015)

Collaborative Human-Robot Motion Generation Using LSTM-RNN. - Xuan Zhao 006; Sakmongkon Chumkamon; Shuangda Duan; Juan Rojas 001; Jia Pan 001 (Humanoids, 2018)

Endowing Robots with Longer-term Autonomy by Recovering from External Disturbances in Manipulation through Grounded Anomaly Classification and Recovery Policies. - Hongmin Wu; Shuangqi Luo; Longxin Chen; Shuangda Duan; Sakmongkon Chumkamon; Dong Liu; Yisheng Guan; Juan Rojas 001 (CoRR, 2018)

Improved Variational Autoencoder Anomaly Detection in Time Series Data. - Umaporn Yokkampon; Sakmongkon Chumkamon; Abbe Mowshowitz; Ryusuke Fujisawa; Eiji Hayashi (SMC, 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)

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)

Collision-Aware AR Telemanipulation Using Depth Mesh. - Chanapol Piyavichayanon; Masanobu Koga; Eiji Hayashi; Sakmongkon Chumkamon (AIM, 2022)

Robust Unsupervised Anomaly Detection With Variational Autoencoder in Multivariate Time Series Data. - Umaporn Yokkampon; Abbe Mowshowitz; Sakmongkon Chumkamon; Eiji Hayashi (IEEE Access, 2022)

Online SLAM for Forestry Robot. - Sylvain Geiser; Sakmongkon Chumkamon; Ayumu Tominaga; Takumi Tomokawa; Eiji Hayashi (J. Robotics Netw. Artif. Life, 2022)