A novel hidden Markov model-based pattern discrimination method with the anomaly detection for EMG signals. - Takayuki Mukaeda; Keisuke Shima (EMBC, 2017)

Effects of somatosensory information provision to fingertips for mitigation of postural sway and promotion of muscle coactivation in an upright posture. - Ryoma Mitani; Koji Shimatani; Mami Sakata; Takayuki Mukaeda; Keisuke Shima (EMBC, 2019)

Development of an anomaly detection method with a novel hidden semi-Markov model incorporating unlearned states. - Takayuki Mukaeda; Keisuke Shima; Saori Miyajima; Yuki Hashimoto; Takayuki Tanaka; Naomichi Tani; Hiroyuki Izumi (SII, 2020)

Real-time evaluation of driver cognitive loads based on multivariate biosignal analysis. - Takeshi Shimizu; Keisuke Shima; Takayuki Mukaeda; Shu Muraji; Juntaro Matsuo; Masayoshi Horiue (SMC, 2020)

A System for Wound Evaluation Support Using Depth and Image Sensors. - Ryotaro Watanabe; Keisuke Shima; Taiki Horiuchi; Takeshi Shimizu; Takayuki Mukaeda; Koji Shimatani (EMBC, 2021)

Open-Set Motion Recognition and Adaptive Structural Modification of Classifiers Based on Clustering of Unknown Motions. - Takayuki Mukaeda; Keisuke Shima (SMC, 2023)

FPGA Implementation of Approximate Gaussian Mixture Model for Open-Set Recognition in Interface Control. - Ryota Kashiwagi; Takayuki Mukaeda; Keisuke Shima (CoDIT, 2024)

Behavior Monitoring System Leveraging Human Pose Estimation. - Ryo Mitoma; Takayuki Mukaeda; Keisuke Shima; Haruto Kai; Masayuki Suzuki; Keiji Kato (SII, 2025)

Application of OSR for hardware accelerated intelligent manufacturing machines. - Adwait Rawat; Takayuki Mukaeda; Keisuke Shima (SII, 2025)