EEG-based emotion recognition using machine learning techniques

by Lan, Zirui
Published 2018

EEG-based cross-subject driver drowsiness recognition with an interpretable convolutional neural network

by Cui, Jian, Lan, Zirui, Sourina, Olga, Muller-Wittig, Wolfgang
Published 2022

EEG-based recognition of driver state related to situation awareness using graph convolutional networks

by Li, Ruilin, Lan, Zirui, Cui, Jian, Sourina, Olga, Wang, Lipo
Published 2021

EEG-based cross-subject mental fatigue recognition

by Liu, Yisi, Lan, Zirui, Cui, Jian, Sourina, Olga, Müller-Wittig, Wolfgang
Published 2021

Domain adaptation techniques for EEG-based emotion recognition : a comparative study on two public datasets

by Lan, Zirui, Sourina, Olga, Wang, Lipo, Scherer, Reinhold, Muller-Putz, Gernot R.
Published 2020

EEG-based human factors evaluation of air traffic control operators (ATCOs) for optimal training

by Liu, Yisi, Lan, Zirui, Fitri Traspsilawati, Sourina, Olga, Chen, Chun-Hsien, Müller-Wittig, Wolfgang
Published 2021

A compact and interpretable convolutional neural network for cross-subject driver drowsiness detection from single-channel EEG

by Cui, Jian, Lan, Zirui, Liu, Yisi, Li, Ruilin, Li, Fan, Sourina, Olga, Müller-Wittig, Wolfgang
Published 2022

Detection of humanoid robot design preferences using EEG and eye tracker

by Liu, Yisi, Li, Fan, Tang, Lin Hei, Lan, Zirui, Cui, Jian, Sourina, Olga, Chen, Chun-Hsien
Published 2021

EEG-based cadets training and performance assessment system in maritime virtual simulator

by Liu, Yisi, Lan, Zirui, Sourina, Olga, Liew, Hui Ping, Krishnan, Gopala, Konovessis, Dimitrios, Ang, Hock Eng
Published 2021

EEG-based evaluation of mental fatigue using machine learning algorithms

by Liu, Yisi, Lan, Zirui, Khoo, Glenn Han Hua, Li, Holden King Ho, Sourina, Olga, Mueller-Wittig, Wolfgang
Published 2021