An Effective Entropy-assisted Mind-wandering Detection System with EEG Signals based on MM-SART Database

no code implementations • 25 May 2020 • Yi-Ta Chen, Hsing-Hao Lee, Ching-Yen Shih, Zih-Ling Chen, Win-Ken Beh, Su-Ling Yeh, An-Yeu Wu

For each participant, we collect measures of 32-channels electroencephalogram (EEG) signals, photoplethysmography (PPG) signals, galvanic skin response (GSR) signals, eye tracker signals, and several questionnaires for detailed analyses.

EEG feature selection +1

AdaBoost-assisted Extreme Learning Machine for Efficient Online Sequential Classification

no code implementations • 16 Sep 2019 • Yi-Ta Chen, Yu-Chuan Chuang, An-Yeu, Wu

In this paper, we propose an AdaBoost-assisted extreme learning machine for efficient online sequential classification (AOS-ELM).

General Classification