Chun-Hsiang Chuang

According to our database1, Chun-Hsiang Chuang authored at least 30 papers between 2008 and 2020.

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Bibliography

2020
Exploring the Brain Responses to Driving Fatigue Through Simultaneous EEG and fNIRS Measurements.
Int. J. Neural Syst., 2020

2019
An Adaptive Subspace Self-Organizing Map (ASSOM) Imbalanced Learning and Its Applications in EEG.
CoRR, 2019

2018
Minority Oversampling in Kernel Adaptive Subspaces for Class Imbalanced Datasets.
IEEE Trans. Knowl. Data Eng., 2018

Spatial Filtering for EEG-Based Regression Problems in Brain-Computer Interface (BCI).
IEEE Trans. Fuzzy Syst., 2018

Dynamically Weighted Ensemble-based Prediction System for Adaptively Modeling Driver Reaction Time.
CoRR, 2018

2017
Fuzzy Integral With Particle Swarm Optimization for a Motor-Imagery-Based Brain-Computer Interface.
IEEE Trans. Fuzzy Syst., 2017

Forehead EEG in Support of Future Feasible Personal Healthcare Solutions: Sleep Management, Headache Prevention, and Depression Treatment.
IEEE Access, 2017

2016
Brain Dynamics in Predicting Driving Fatigue Using a Recurrent Self-Evolving Fuzzy Neural Network.
IEEE Trans. Neural Networks Learn. Syst., 2016

An EEG-Based Fatigue Detection and Mitigation System.
Int. J. Neural Syst., 2016

EEG Alpha and Gamma Modulators Mediate Motion Sickness-Related Spectral Responses.
Int. J. Neural Syst., 2016

A motor imagery based brain-computer interface system via swarm-optimized fuzzy integral and its application.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

2015
An EEG-based perceptual function integration network for application to drowsy driving.
Knowl. Based Syst., 2015

Single channel wireless EEG device for real-time fatigue level detection.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Online driver's drowsiness estimation using domain adaptation with model fusion.
Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015

2014
Wireless and Wearable EEG System for Evaluating Driver Vigilance.
IEEE Trans. Biomed. Circuits and Systems, 2014

Kinesthesia in a sustained-attention driving task.
NeuroImage, 2014

EEG-based driving fatigue prediction system using functional-link-based fuzzy neural network.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2013
Real-time assessment of vigilance level using an innovative Mindo4 wireless EEG system.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Real-Time Vigilance Estimation Using Mobile Wireless Mindo EEG Device with Spring-Loaded Sensors.
Proceedings of the Foundations of Augmented Cognition, 2013

Automatic design for independent component analysis based brain-computer interfacing.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Generalized EEG-Based Drowsiness Prediction System by Using a Self-Organizing Neural Fuzzy System.
IEEE Trans. Circuits Syst. I Regul. Pap., 2012

Preventing lapse in performance using a drowsiness monitoring and management system.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2010
A Dynamic Subspace Method for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2010

An EEG-based classification system of Passenger's motion sickness level by using feature extraction/selection technologies.
Proceedings of the International Joint Conference on Neural Networks, 2010

Driver's cognitive state classification toward brain computer interface via using a generalized and supervised technology.
Proceedings of the International Joint Conference on Neural Networks, 2010

A novel classification processing based on the spatial information and the concept of Adaboost for hyperspectral image classification.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2009
Subspace selection based multiple classifier systems for hyperspectral image classification.
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009

A nonparametric contextual classification based on Markov random fields.
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009

2008
Fuzzy Fusion Method for Combining Small Number of Classifiers in Hyperspectral Image Classification.
Proceedings of the Eighth International Conference on Intelligent Systems Design and Applications, 2008

A Novel Random Subspace Method Using Spectral and Spatial Information for Hyperspectral Image Classification.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008


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