Yu-Tsung Hsiao

Publication Activity (10 Years)

Years Active: 2013-2021
Publications (10 Years): 4

Top Topics

Fuzzy Support Vector Machine

Mild Cognitive Impairment

Emotion Recognition

Top Venues

Int. J. Fuzzy Syst.

Frontiers Comput. Neurosci.

Publications

Yu-Tsung Hsiao, Chien-Te Wu, Chia-Fen Tsai, Yi-Hung Liu, Thanh-Tung Trinh, Chun-Ying Lee
EEG-Based Classification Between Individuals with Mild Cognitive Impairment and Healthy Controls Using Conformal Kernel-Based Fuzzy Support Vector Machine. Int. J. Fuzzy Syst. 23 (8) (2021)
Thanh-Tung Trinh, Chia-Fen Tsai, Yu-Tsung Hsiao, Chun-Ying Lee, Chien-Te Wu, Yi-Hung Liu
Identifying Individuals With Mild Cognitive Impairment Using Working Memory-Induced Intra-Subject Variability of Resting-State EEGs. Frontiers Comput. Neurosci. 15 (2021)
Wei-Chun Hsu, Li-Fong Lin, Chun-Wei Chou, Yu-Tsung Hsiao, Yi-Hung Liu
EEG Classification of Imaginary Lower Limb Stepping Movements Based on Fuzzy Support Vector Machine with Kernel-Induced Membership Function. Int. J. Fuzzy Syst. 19 (2) (2017)
Quanquan Liu, Bo Zhang, Yi-Hung Liu, Yu-Tsung Hsiao, Mu-Der Jeng, Masakatsu G. Fujie
Integration of visual feedback system and motor current based gait rehabilitation robot for motor recovery. SMC (2016)
Yi-Hung Liu, Bo Zhang, Quanquan Liu, Wei-Chun Hsu, Yu-Tsung Hsiao, Jui-Yiao Su, Yo Kobayashi, Masakatsu G. Fujie
A robotic gait training system integrating split-belt treadmill, footprint sensing and synchronous EEG recording for neuro-motor recovery. EMBC (2015)
Yi-Hung Liu, Chien-Te Wu, Wei-Teng Cheng, Yu-Tsung Hsiao, Po-Ming Chen, Jyh-Tong Teng
Emotion Recognition from Single-Trial EEG Based on Kernel Fisher's Emotion Pattern and Imbalanced Quasiconformal Kernel Support Vector Machine. Sensors 14 (8) (2014)
Yi-Hung Liu, Wei-Teng Cheng, Yu-Tsung Hsiao, Chien-Te Wu, Mu-Der Jeng
EEG-based emotion recognition based on kernel Fisher's discriminant analysis and spectral powers. SMC (2014)
Yi-Hung Liu, Chun-Wei Huang, Yu-Tsung Hsiao
Controlling the False Positive Rate of a Two-State Self-Paced Brain-Computer Interface. SMC (2013)