Chun-Hsiang Chuang

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 22

Top Topics

Imbalanced Datasets

Top Venues

Int. J. Neural Syst.

IEEE Trans. Fuzzy Syst.

Publications

Chun-Hsiang Chuang, Tsai-Feng Chiu, Hao-Che Hsu, Shih-Syun Lin
Coupling Mobile Brain Imaging and Virtual Reality Omnidirectional Treadmill to Explore Attenuated Situational Awareness During Distracted Walking. IEEE Trans. Cogn. Dev. Syst. 16 (3) (2024)
Kong-Yi Chang, Yung-Chia Huang, Chun-Hsiang Chuang
Enhancing EEG Artifact Removal Efficiency by Introducing Dense Skip Connections to IC-U-Net. EMBC (2023)
Chun-Hsiang Chuang, Kong-Yi Chang, Chih-Sheng Huang, Tzyy-Ping Jung
IC-U-Net: A U-Net-based Denoising Autoencoder Using Mixtures of Independent Components for Automatic EEG Artifact Removal. NeuroImage 263 (2022)
Shao-Xun Fang, Tsai-Feng Chiu, Chih-Sheng Huang, Chun-Hsiang Chuang
Leveraging Temporal Causal Discovery Framework to Explore Event-Related EEG Connectivity. HCI (48) (2022)
Hao-Che Hsu, Po-Hsun Peng, Pei-Chu Peng, Ting-Yu Hsu, Chun-Hsiang Chuang
Cooperative and Competitive-related Inter-Brain Synchrony during Gaming. SMC (2021)
Chun-Hsiang Chuang, Kong-Yi Chang, Chih-Sheng Huang, Tzyy-Ping Jung
IC-U-Net: A U-Net-based Denoising Autoencoder Using Mixtures of Independent Components for Automatic EEG Artifact Removal. CoRR (2021)
Chin-Teng Lin, Chun-Hsiang Chuang, Yu-Chia Hung, Chieh-Ning Fang, Dongrui Wu, Yu-Kai Wang
A Driving Performance Forecasting System Based on Brain Dynamic State Analysis Using 4-D Convolutional Neural Networks. IEEE Trans. Cybern. 51 (10) (2021)
Chin-Teng Lin, Jung-Tai King, Chun-Hsiang Chuang, Weiping Ding, Wei-Yu Chuang, Lun-De Liao, Yu-Kai Wang
Exploring the Brain Responses to Driving Fatigue Through Simultaneous EEG and fNIRS Measurements. Int. J. Neural Syst. 30 (1) (2020)
Chin-Teng Lin, Yu-Ting Liu, Chun-Hsiang Chuang, Nikhil R. Pal, Yang-Yin Lin, Tsung-Yu Hsieh, Chieh-Ning Fang, Zehong Cao
An Adaptive Subspace Self-Organizing Map (ASSOM) Imbalanced Learning and Its Applications in EEG. CoRR (2019)
Chin-Teng Lin, Tsung-Yu Hsieh, Yu-Ting Liu, Yang-Yin Lin, Chieh-Ning Fang, Yu-Kai Wang, Gary G. Yen, Nikhil R. Pal, Chun-Hsiang Chuang
Minority Oversampling in Kernel Adaptive Subspaces for Class Imbalanced Datasets. IEEE Trans. Knowl. Data Eng. 30 (5) (2018)
Chun-Hsiang Chuang, Zehong Cao, Yu-Kai Wang, Po-Tsang Chen, Chih-Sheng Huang, Nikhil R. Pal, Chin-Teng Lin
Dynamically Weighted Ensemble-based Prediction System for Adaptively Modeling Driver Reaction Time. CoRR (2018)
Dongrui Wu, Jung-Tai King, Chun-Hsiang Chuang, Chin-Teng Lin, Tzyy-Ping Jung
Spatial Filtering for EEG-Based Regression Problems in Brain-Computer Interface (BCI). IEEE Trans. Fuzzy Syst. 26 (2) (2018)
Dongrui Wu, Jung-Tai King, Chun-Hsiang Chuang, Chin-Teng Lin, Tzyy-Ping Jung
Spatial Filtering for EEG-Based Regression Problems in Brain-Computer Interface (BCI). CoRR (2017)
Shang-Lin Wu, Yu-Ting Liu, Tsung-Yu Hsieh, Yang-Yin Lin, Chih-Yu Chen, Chun-Hsiang Chuang, Chin-Teng Lin
Fuzzy Integral With Particle Swarm Optimization for a Motor-Imagery-Based Brain-Computer Interface. IEEE Trans. Fuzzy Syst. 25 (1) (2017)
Chin-Teng Lin, Chun-Hsiang Chuang, Zehong Cao, Avinash Kumar Singh, Chih-Sheng Hung, Yi-Hsin Yu, Mauro Nascimben, Yu-Ting Liu, Jung-Tai King, Tung-Ping Su, Shuu-Jiun Wang
Forehead EEG in Support of Future Feasible Personal Healthcare Solutions: Sleep Management, Headache Prevention, and Depression Treatment. IEEE Access 5 (2017)
Shang-Wen Chuang, Chun-Hsiang Chuang, Yi-Hsin Yu, Jung-Tai King, Chin-Teng Lin
EEG Alpha and Gamma Modulators Mediate Motion Sickness-Related Spectral Responses. Int. J. Neural Syst. 26 (2) (2016)
Yu-Ting Liu, Yang-Yin Lin, Shang-Lin Wu, Chun-Hsiang Chuang, Chin-Teng Lin
Brain Dynamics in Predicting Driving Fatigue Using a Recurrent Self-Evolving Fuzzy Neural Network. IEEE Trans. Neural Networks Learn. Syst. 27 (2) (2016)
Kuan-Chih Huang, Teng-Yi Huang, Chun-Hsiang Chuang, Jung-Tai King, Yu-Kai Wang, Chin-Teng Lin, Tzyy-Ping Jung
An EEG-Based Fatigue Detection and Mitigation System. Int. J. Neural Syst. 26 (4) (2016)
Shang-Lin Wu, Yu-Ting Liu, Kuang-Pen Chou, Yang-Yin Lin, Jie Lu, Guangquan Zhang, Chun-Hsiang Chuang, Wen-Chieh Lin, Chin-Teng Lin
A motor imagery based brain-computer interface system via swarm-optimized fuzzy integral and its application. FUZZ-IEEE (2016)
Dongrui Wu, Chun-Hsiang Chuang, Chin-Teng Lin
Online driver's drowsiness estimation using domain adaptation with model fusion. ACII (2015)
Chun-Hsiang Chuang, Chih-Sheng Huang, Li-Wei Ko, Chin-Teng Lin
An EEG-based perceptual function integration network for application to drowsy driving. Knowl. Based Syst. 80 (2015)
Li-Wei Ko, Wei-Kai Lai, Wei-Gang Liang, Chun-Hsiang Chuang, Shao-Wei Lu, Yi-Chen Lu, Tien-Yang Hsiung, Hsu-Hsuan Wu, Chin-Teng Lin
Single channel wireless EEG device for real-time fatigue level detection. IJCNN (2015)
Yu-Ting Liu, Yang-Yin Lin, Shang-Lin Wu, Chun-Hsiang Chuang, Mukesh Prasad, Chin-Teng Lin
EEG-based driving fatigue prediction system using functional-link-based fuzzy neural network. IJCNN (2014)
Chin-Teng Lin, Chun-Hsiang Chuang, Chih-Sheng Huang, Shu-Fang Tsai, Shao-Wei Lu, Yen-Hsuan Chen, Li-Wei Ko
Wireless and Wearable EEG System for Evaluating Driver Vigilance. IEEE Trans. Biomed. Circuits Syst. 8 (2) (2014)
Chun-Hsiang Chuang, Li-Wei Ko, Tzyy-Ping Jung, Chin-Teng Lin
Kinesthesia in a sustained-attention driving task. NeuroImage 91 (2014)
Chin-Teng Lin, Chun-Hsiang Chuang, Chih-Sheng Huang, Yen-Hsuan Chen, Li-Wei Ko
Real-time assessment of vigilance level using an innovative Mindo4 wireless EEG system. ISCAS (2013)
Li-Wei Ko, Chun-Hsiang Chuang, Chih-Sheng Huang, Yen-Hsuan Chen, Shao-Wei Lu, Lun-De Liao, Wan-Ting Chang, Chin-Teng Lin
Real-Time Vigilance Estimation Using Mobile Wireless Mindo EEG Device with Spring-Loaded Sensors. HCI (24) (2013)
Chun-Hsiang Chuang, Yuan-Pin Lin, Li-Wei Ko, Tzyy-Ping Jung, Chin-Teng Lin
Automatic design for independent component analysis based brain-computer interfacing. EMBC (2013)
Kuan-Chih Huang, Tzyy-Ping Jung, Chun-Hsiang Chuang, Li-Wei Ko, Chin-Teng Lin
Preventing lapse in performance using a drowsiness monitoring and management system. EMBC (2012)
Fu-Chang Lin, Li-Wei Ko, Chun-Hsiang Chuang, Tung-Ping Su, Chin-Teng Lin
Generalized EEG-Based Drowsiness Prediction System by Using a Self-Organizing Neural Fuzzy System. IEEE Trans. Circuits Syst. I Regul. Pap. (9) (2012)
Jinn-Min Yang, Bor-Chen Kuo, Pao-Ta Yu, Chun-Hsiang Chuang
A Dynamic Subspace Method for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 48 (7) (2010)
Chun-Hsiang Chuang, Pei-Chen Lai, Li-Wei Ko, Bor-Chen Kuo, Chin-Teng Lin
Driver's cognitive state classification toward brain computer interface via using a generalized and supervised technology. IJCNN (2010)
Bor-Chen Kuo, Shih-Syun Lin, Huey-Min Wu, Chun-Hsiang Chuang
A novel classification processing based on the spatial information and the concept of Adaboost for hyperspectral image classification. IGARSS (2010)
Yi-Hsin Yu, Pei-Chen Lai, Li-Wei Ko, Chun-Hsiang Chuang, Bor-Chen Kuo, Chin-Teng Lin
An EEG-based classification system of Passenger's motion sickness level by using feature extraction/selection technologies. IJCNN (2010)
Bor-Chen Kuo, Chun-Hsiang Chuang, Chih-Sheng Huang, Chih-Cheng Hung
A nonparametric contextual classification based on Markov random fields. WHISPERS (2009)
Bor-Chen Kuo, Chun-Hsiang Chuang, Cheng-Hsuan Li, Chin-Teng Lin
Subspace selection based multiple classifier systems for hyperspectral image classification. WHISPERS (2009)
Bor-Chen Kuo, Chun-Hsiang Chuang, Chih-Cheng Hung, Szu-Wei Yang
A Novel Random Subspace Method Using Spectral and Spatial Information for Hyperspectral Image Classification. IGARSS (1) (2008)
Chun-Hsiang Chuang, Bor-Chen Kuo, Hsuan-Po Wang
Fuzzy Fusion Method for Combining Small Number of Classifiers in Hyperspectral Image Classification. ISDA (1) (2008)