Chun-Hsiang Chuang

46 papers B 7C 2Journal 26Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	REAL: Robust EEG Analysis and Labeling for Chronic Migraine Patients Amidst Label Noises. IEEE Trans. Biomed. Eng. Chun-Hsiang Chuang, Lin-Fan Gong, Kong-Yi Chang, Shuu-Jiun Wang, Kuan-Lin Lai
2025	J	`jnl`	Augmenting brain-computer interfaces with ART: An artifact removal transformer for reconstructing multichannel EEG signals. NeuroImage Chun-Hsiang Chuang, Kong-Yi Chang, Chih-Sheng Huang, Anne-Mei Bessas
2025	J	`jnl`	Interbrain synchrony attenuation during a peer cooperative task in young children with autistic traits -an EEG hyperscanning study. NeuroImage I-Chun Chen, Hao-Che Hsu, Chia-Ling Chen, Meng-Han Chang, Chun-Shu Wei, Chun-Hsiang Chuang
2024	J	`jnl`	ART: Artifact Removal Transformer for Reconstructing Noise-Free Multichannel Electroencephalographic Signals. CoRR Chun-Hsiang Chuang, Kong-Yi Chang, Chih-Sheng Huang, Anne-Mei Bessas
2024	J	`jnl`	Classification of mindfulness experiences from gamma-band effective connectivity: Application of machine-learning algorithms on resting, breathing, and body scan. Comput. Methods Programs Biomed. Ai-Ling Hsu, Chun-Yu Wu, Hei-Yin Hydra Ng, Chun-Hsiang Chuang, Chih-Mao Huang, Changwei W. Wu, Yi-Ping Chao
2024	J	`jnl`	Coupling Mobile Brain Imaging and Virtual Reality Omnidirectional Treadmill to Explore Attenuated Situational Awareness During Distracted Walking. IEEE Trans. Cogn. Dev. Syst. Chun-Hsiang Chuang, Tsai-Feng Chiu, Hao-Che Hsu, Shih-Syun Lin
2024	—	`conf`	Enhance the Image Recognition Capabilities of Drones in Low-Light Environments. IIAI-AAI Ching-Min Lee, Yan-Liang Pan, Chun-Hsiang Chuang, Sheng-Guan Zhang
2024	J	`jnl`	InfoFlowNet: A multi-head attention-based self-supervised learning model with surrogate approach for uncovering brain effective connectivity. Eng. Appl. Artif. Intell. Chun-Hsiang Chuang, Shao-Xun Fang, Chih-Sheng Huang, Weiping Ding
2024	—	`conf`	Utilizing Motor-Imagery Brain-Computer Interfaces for the Assessment of Developmental Coordination Disorder in Children. EMBC Kuan-Yi Lee, Kong-Yi Chang, Hao-Che Hsu, Yu-Ting Tseng, Chun-Shu Wei, Shih-Syun Lin, Chun-Hsiang Chuang
2023	—	`conf`	Enhancing EEG Artifact Removal Efficiency by Introducing Dense Skip Connections to IC-U-Net. EMBC Kong-Yi Chang, Yung-Chia Huang, Chun-Hsiang Chuang
2022	J	`jnl`	IC-U-Net: A U-Net-based Denoising Autoencoder Using Mixtures of Independent Components for Automatic EEG Artifact Removal. NeuroImage Chun-Hsiang Chuang, Kong-Yi Chang, Chih-Sheng Huang, Tzyy-Ping Jung
2022	—	`conf`	Leveraging Temporal Causal Discovery Framework to Explore Event-Related EEG Connectivity. HCI (48) Shao-Xun Fang, Tsai-Feng Chiu, Chih-Sheng Huang, Chun-Hsiang Chuang
2021	J	`jnl`	A Driving Performance Forecasting System Based on Brain Dynamic State Analysis Using 4-D Convolutional Neural Networks. IEEE Trans. Cybern. Chin-Teng Lin, Chun-Hsiang Chuang, Yu-Chia Hung, Chieh-Ning Fang, Dongrui Wu, Yu-Kai Wang
2021	B	`conf`	Cooperative and Competitive-related Inter-Brain Synchrony during Gaming. SMC Hao-Che Hsu, Po-Hsun Peng, Pei-Chu Peng, Ting-Yu Hsu, Chun-Hsiang Chuang
2021	J	`jnl`	IC-U-Net: A U-Net-based Denoising Autoencoder Using Mixtures of Independent Components for Automatic EEG Artifact Removal. CoRR Chun-Hsiang Chuang, Kong-Yi Chang, Chih-Sheng Huang, Tzyy-Ping Jung
2020	J	`jnl`	Exploring the Brain Responses to Driving Fatigue Through Simultaneous EEG and fNIRS Measurements. Int. J. Neural Syst. Chin-Teng Lin, Jung-Tai King, Chun-Hsiang Chuang, Weiping Ding, Wei-Yu Chuang, Lun-De Liao, Yu-Kai Wang
2019	J	`jnl`	An Adaptive Subspace Self-Organizing Map (ASSOM) Imbalanced Learning and Its Applications in EEG. CoRR Chin-Teng Lin, Yu-Ting Liu, Chun-Hsiang Chuang, Nikhil R. Pal, Yang-Yin Lin, Tsung-Yu Hsieh, Chieh-Ning Fang, Zehong Cao
2018	J	`jnl`	Dynamically Weighted Ensemble-based Prediction System for Adaptively Modeling Driver Reaction Time. CoRR Chun-Hsiang Chuang, Zehong Cao, Yu-Kai Wang, Po-Tsang Chen, Chih-Sheng Huang, Nikhil R. Pal, Chin-Teng Lin
2018	J	`jnl`	Minority Oversampling in Kernel Adaptive Subspaces for Class Imbalanced Datasets. IEEE Trans. Knowl. Data Eng. 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
2018	J	`jnl`	Spatial Filtering for EEG-Based Regression Problems in Brain-Computer Interface (BCI). IEEE Trans. Fuzzy Syst. Dongrui Wu, Jung-Tai King, Chun-Hsiang Chuang, Chin-Teng Lin, Tzyy-Ping Jung
2017	J	`jnl`	Forehead EEG in Support of Future Feasible Personal Healthcare Solutions: Sleep Management, Headache Prevention, and Depression Treatment. IEEE Access 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
2017	J	`jnl`	Fuzzy Integral With Particle Swarm Optimization for a Motor-Imagery-Based Brain-Computer Interface. IEEE Trans. Fuzzy Syst. Shang-Lin Wu, Yu-Ting Liu, Tsung-Yu Hsieh, Yang-Yin Lin, Chih-Yu Chen, Chun-Hsiang Chuang, Chin-Teng Lin
2017	J	`jnl`	Spatial Filtering for EEG-Based Regression Problems in Brain-Computer Interface (BCI). CoRR Dongrui Wu, Jung-Tai King, Chun-Hsiang Chuang, Chin-Teng Lin, Tzyy-Ping Jung
2016	B	`conf`	A motor imagery based brain-computer interface system via swarm-optimized fuzzy integral and its application. FUZZ-IEEE 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
2016	J	`jnl`	An EEG-Based Fatigue Detection and Mitigation System. Int. J. Neural Syst. Kuan-Chih Huang, Teng-Yi Huang, Chun-Hsiang Chuang, Jung-Tai King, Yu-Kai Wang, Chin-Teng Lin, Tzyy-Ping Jung
2016	J	`jnl`	Brain Dynamics in Predicting Driving Fatigue Using a Recurrent Self-Evolving Fuzzy Neural Network. IEEE Trans. Neural Networks Learn. Syst. Yu-Ting Liu, Yang-Yin Lin, Shang-Lin Wu, Chun-Hsiang Chuang, Chin-Teng Lin
2016	J	`jnl`	EEG Alpha and Gamma Modulators Mediate Motion Sickness-Related Spectral Responses. Int. J. Neural Syst. Shang-Wen Chuang, Chun-Hsiang Chuang, Yi-Hsin Yu, Jung-Tai King, Chin-Teng Lin
2015	J	`jnl`	An EEG-based perceptual function integration network for application to drowsy driving. Knowl. Based Syst. Chun-Hsiang Chuang, Chih-Sheng Huang, Li-Wei Ko, Chin-Teng Lin
2015	B	`conf`	Online driver's drowsiness estimation using domain adaptation with model fusion. ACII Dongrui Wu, Chun-Hsiang Chuang, Chin-Teng Lin
2015	B	`conf`	Single channel wireless EEG device for real-time fatigue level detection. IJCNN 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
2014	B	`conf`	EEG-based driving fatigue prediction system using functional-link-based fuzzy neural network. IJCNN Yu-Ting Liu, Yang-Yin Lin, Shang-Lin Wu, Chun-Hsiang Chuang, Mukesh Prasad, Chin-Teng Lin
2014	J	`jnl`	Kinesthesia in a sustained-attention driving task. NeuroImage Chun-Hsiang Chuang, Li-Wei Ko, Tzyy-Ping Jung, Chin-Teng Lin
2014	J	`jnl`	Wireless and Wearable EEG System for Evaluating Driver Vigilance. IEEE Trans. Biomed. Circuits Syst. Chin-Teng Lin, Chun-Hsiang Chuang, Chih-Sheng Huang, Shu-Fang Tsai, Shao-Wei Lu, Yen-Hsuan Chen, Li-Wei Ko
2013	—	`conf`	Automatic design for independent component analysis based brain-computer interfacing. EMBC Chun-Hsiang Chuang, Yuan-Pin Lin, Li-Wei Ko, Tzyy-Ping Jung, Chin-Teng Lin
2013	—	`conf`	Real-Time Vigilance Estimation Using Mobile Wireless Mindo EEG Device with Spring-Loaded Sensors. HCI (24) Li-Wei Ko, Chun-Hsiang Chuang, Chih-Sheng Huang, Yen-Hsuan Chen, Shao-Wei Lu, Lun-De Liao, Wan-Ting Chang, Chin-Teng Lin
2013	C	`conf`	Real-time assessment of vigilance level using an innovative Mindo4 wireless EEG system. ISCAS Chin-Teng Lin, Chun-Hsiang Chuang, Chih-Sheng Huang, Yen-Hsuan Chen, Li-Wei Ko
2012	J	`jnl`	Generalized EEG-Based Drowsiness Prediction System by Using a Self-Organizing Neural Fuzzy System. IEEE Trans. Circuits Syst. I Regul. Pap. Fu-Chang Lin, Li-Wei Ko, Chun-Hsiang Chuang, Tung-Ping Su, Chin-Teng Lin
2012	—	`conf`	Preventing lapse in performance using a drowsiness monitoring and management system. EMBC Kuan-Chih Huang, Tzyy-Ping Jung, Chun-Hsiang Chuang, Li-Wei Ko, Chin-Teng Lin
2010	J	`jnl`	A Dynamic Subspace Method for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Jinn-Min Yang, Bor-Chen Kuo, Pao-Ta Yu, Chun-Hsiang Chuang
2010	C	`conf`	A novel classification processing based on the spatial information and the concept of Adaboost for hyperspectral image classification. IGARSS Bor-Chen Kuo, Shih-Syun Lin, Huey-Min Wu, Chun-Hsiang Chuang
2010	B	`conf`	An EEG-based classification system of Passenger's motion sickness level by using feature extraction/selection technologies. IJCNN Yi-Hsin Yu, Pei-Chen Lai, Li-Wei Ko, Chun-Hsiang Chuang, Bor-Chen Kuo, Chin-Teng Lin
2010	B	`conf`	Driver's cognitive state classification toward brain computer interface via using a generalized and supervised technology. IJCNN Chun-Hsiang Chuang, Pei-Chen Lai, Li-Wei Ko, Bor-Chen Kuo, Chin-Teng Lin
2009	—	`conf`	A nonparametric contextual classification based on Markov random fields. WHISPERS Bor-Chen Kuo, Chun-Hsiang Chuang, Chih-Sheng Huang, Chih-Cheng Hung
2009	—	`conf`	Subspace selection based multiple classifier systems for hyperspectral image classification. WHISPERS Bor-Chen Kuo, Chun-Hsiang Chuang, Cheng-Hsuan Li, Chin-Teng Lin
2008	—	`conf`	A Novel Random Subspace Method Using Spectral and Spatial Information for Hyperspectral Image Classification. IGARSS (1) Bor-Chen Kuo, Chun-Hsiang Chuang, Chih-Cheng Hung, Szu-Wei Yang
2008	—	`conf`	Fuzzy Fusion Method for Combining Small Number of Classifiers in Hyperspectral Image Classification. ISDA (1) Chun-Hsiang Chuang, Bor-Chen Kuo, Hsuan-Po Wang