A Novel Random Subspace Method Using Spectral and Spatial Information for Hyperspectral Image Classification. - Bor-Chen Kuo; Chun-Hsiang Chuang; Chih-Cheng Hung; Szu-Wei Yang (IGARSS (1), 2008)

Fuzzy Fusion Method for Combining Small Number of Classifiers in Hyperspectral Image Classification. - Chun-Hsiang Chuang; Bor-Chen Kuo; Hsuan-Po Wang (ISDA (1), 2008)

A nonparametric contextual classification based on Markov random fields. - Bor-Chen Kuo; Chun-Hsiang Chuang; Chih-Sheng Huang; Chih-Cheng Hung (WHISPERS, 2009)

Subspace selection based multiple classifier systems for hyperspectral image classification. - Bor-Chen Kuo; Chun-Hsiang Chuang; Cheng-Hsuan Li; Chin-Teng Lin (WHISPERS, 2009)

A novel classification processing based on the spatial information and the concept of Adaboost for hyperspectral image classification. - Bor-Chen Kuo; Shih-Syun Lin; Huey-Min Wu; Chun-Hsiang Chuang (IGARSS, 2010)

Driver's cognitive state classification toward brain computer interface via using a generalized and supervised technology. - Chun-Hsiang Chuang; Pei-Chen Lai; Li-Wei Ko; Bor-Chen Kuo; Chin-Teng Lin (IJCNN, 2010)

An EEG-based classification system of Passenger's motion sickness level by using feature extraction/selection technologies. - Yi-Hsin Yu; Pei-Chen Lai; Li-Wei Ko; Chun-Hsiang Chuang; Bor-Chen Kuo; Chin-Teng Lin (IJCNN, 2010)

A Dynamic Subspace Method for Hyperspectral Image Classification. - Jinn-Min Yang; Bor-Chen Kuo; Pao-Ta Yu; Chun-Hsiang Chuang (IEEE Trans. Geosci. Remote. Sens., 2010)

Preventing lapse in performance using a drowsiness monitoring and management system. - Kuan-Chih Huang; Tzyy-Ping Jung; Chun-Hsiang Chuang; Li-Wei Ko; Chin-Teng Lin (EMBC, 2012)

Generalized EEG-Based Drowsiness Prediction System by Using a Self-Organizing Neural Fuzzy System. - Fu-Chang Lin; Li-Wei Ko; Chun-Hsiang Chuang; Tung-Ping Su; Chin-Teng Lin (IEEE Trans. Circuits Syst. I Regul. Pap., 2012)

Automatic design for independent component analysis based brain-computer interfacing. - Chun-Hsiang Chuang; Yuan-Pin Lin; Li-Wei Ko; Tzyy-Ping Jung; Chin-Teng Lin (EMBC, 2013)

Real-Time Vigilance Estimation Using Mobile Wireless Mindo EEG Device with Spring-Loaded Sensors. - Li-Wei Ko; Chun-Hsiang Chuang; Chih-Sheng Huang; Yen-Hsuan Chen; Shao-Wei Lu; Lun-De Liao; Wan-Ting Chang; Chin-Teng Lin (HCI (24), 2013)

Real-time assessment of vigilance level using an innovative Mindo4 wireless EEG system. - Chin-Teng Lin; Chun-Hsiang Chuang; Chih-Sheng Huang; Yen-Hsuan Chen; Li-Wei Ko (ISCAS, 2013)

EEG-based driving fatigue prediction system using functional-link-based fuzzy neural network. - Yu-Ting Liu; Yang-Yin Lin; Shang-Lin Wu; Chun-Hsiang Chuang; Mukesh Prasad; Chin-Teng Lin (IJCNN, 2014)

Kinesthesia in a sustained-attention driving task. - Chun-Hsiang Chuang; Li-Wei Ko; Tzyy-Ping Jung; Chin-Teng Lin (NeuroImage, 2014)

Wireless and Wearable EEG System for Evaluating Driver Vigilance. - Chin-Teng Lin; Chun-Hsiang Chuang; Chih-Sheng Huang; Shu-Fang Tsai; Shao-Wei Lu; Yen-Hsuan Chen; Li-Wei Ko (IEEE Trans. Biomed. Circuits Syst., 2014)

Online driver's drowsiness estimation using domain adaptation with model fusion. - Dongrui Wu; Chun-Hsiang Chuang; Chin-Teng Lin (ACII, 2015)

Single channel wireless EEG device for real-time fatigue level detection. - 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 (IJCNN, 2015)

An EEG-based perceptual function integration network for application to drowsy driving. - Chun-Hsiang Chuang; Chih-Sheng Huang; Li-Wei Ko; Chin-Teng Lin (Knowl. Based Syst., 2015)

A motor imagery based brain-computer interface system via swarm-optimized fuzzy integral and its application. - Shang-Lin Wu; Yu-Ting Liu; Kuang-Pen Chou; Yang-Yin Lin; Jie Lu 001; Guangquan Zhang 001; Chun-Hsiang Chuang; Wen-Chieh Lin; Chin-Teng Lin (FUZZ-IEEE, 2016)

EEG Alpha and Gamma Modulators Mediate Motion Sickness-Related Spectral Responses. - Shang-Wen Chuang; Chun-Hsiang Chuang; Yi-Hsin Yu; Jung-Tai King; Chin-Teng Lin (Int. J. Neural Syst., 2016)

An EEG-Based Fatigue Detection and Mitigation System. - Kuan-Chih Huang; Teng-Yi Huang; Chun-Hsiang Chuang; Jung-Tai King; Yu-Kai Wang; Chin-Teng Lin; Tzyy-Ping Jung (Int. J. Neural Syst., 2016)

Brain Dynamics in Predicting Driving Fatigue Using a Recurrent Self-Evolving Fuzzy Neural Network. - Yu-Ting Liu; Yang-Yin Lin; Shang-Lin Wu; Chun-Hsiang Chuang; Chin-Teng Lin (IEEE Trans. Neural Networks Learn. Syst., 2016)

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

Fuzzy Integral With Particle Swarm Optimization for a Motor-Imagery-Based Brain-Computer Interface. - Shang-Lin Wu; Yu-Ting Liu; Tsung-Yu Hsieh; Yang-Yin Lin; Chih-Yu Chen; Chun-Hsiang Chuang; Chin-Teng Lin (IEEE Trans. Fuzzy Syst., 2017)

Dynamically Weighted Ensemble-based Prediction System for Adaptively Modeling Driver Reaction Time. - Chun-Hsiang Chuang; Zehong Cao; Yu-Kai Wang; Po-Tsang Chen; Chih-Sheng Huang; Nikhil R. Pal; Chin-Teng Lin (CoRR, 2018)

Spatial Filtering for EEG-Based Regression Problems in Brain-Computer Interface (BCI). - Dongrui Wu; Jung-Tai King; Chun-Hsiang Chuang; Chin-Teng Lin; Tzyy-Ping Jung (IEEE Trans. Fuzzy Syst., 2018)

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

An Adaptive Subspace Self-Organizing Map (ASSOM) Imbalanced Learning and Its Applications in EEG. - Chin-Teng Lin; Yu-Ting Liu; Chun-Hsiang Chuang; Nikhil R. Pal; Yang-Yin Lin; Tsung-Yu Hsieh; Chieh-Ning Fang; Zehong Cao (CoRR, 2019)

Exploring the Brain Responses to Driving Fatigue Through Simultaneous EEG and fNIRS Measurements. - Chin-Teng Lin; Jung-Tai King; Chun-Hsiang Chuang; Weiping Ding 001; Wei-Yu Chuang; Lun-De Liao; Yu-Kai Wang (Int. J. Neural Syst., 2020)

Cooperative and Competitive-related Inter-Brain Synchrony during Gaming. - Hao-Che Hsu; Po-Hsun Peng; Pei-Chu Peng; Ting-Yu Hsu; Chun-Hsiang Chuang (SMC, 2021)

A Driving Performance Forecasting System Based on Brain Dynamic State Analysis Using 4-D Convolutional Neural Networks. - Chin-Teng Lin; Chun-Hsiang Chuang; Yu-Chia Hung; Chieh-Ning Fang; Dongrui Wu; Yu-Kai Wang (IEEE Trans. Cybern., 2021)

Leveraging Temporal Causal Discovery Framework to Explore Event-Related EEG Connectivity. - Shao-Xun Fang; Tsai-Feng Chiu; Chih-Sheng Huang; Chun-Hsiang Chuang (HCI (48), 2022)

IC-U-Net: A U-Net-based Denoising Autoencoder Using Mixtures of Independent Components for Automatic EEG Artifact Removal. - Chun-Hsiang Chuang; Kong-Yi Chang; Chih-Sheng Huang; Tzyy-Ping Jung (NeuroImage, 2022)

Enhancing EEG Artifact Removal Efficiency by Introducing Dense Skip Connections to IC-U-Net. - Kong-Yi Chang; Yung-Chia Huang; Chun-Hsiang Chuang (EMBC, 2023)

Utilizing Motor-Imagery Brain-Computer Interfaces for the Assessment of Developmental Coordination Disorder in Children. - Kuan-Yi Lee; Kong-Yi Chang; Hao-Che Hsu; Yu-Ting Tseng; Chun-Shu Wei; Shih-Syun Lin; Chun-Hsiang Chuang (EMBC, 2024)

Enhance the Image Recognition Capabilities of Drones in Low-Light Environments. - Ching-Min Lee; Yan-Liang Pan; Chun-Hsiang Chuang; Sheng-Guan Zhang (IIAI-AAI, 2024)

Classification of mindfulness experiences from gamma-band effective connectivity: Application of machine-learning algorithms on resting, breathing, and body scan. - Ai-Ling Hsu; Chun-Yu Wu; Hei-Yin Hydra Ng; Chun-Hsiang Chuang; Chih-Mao Huang; Changwei W. Wu; Yi-Ping Chao (Comput. Methods Programs Biomed., 2024)

ART: Artifact Removal Transformer for Reconstructing Noise-Free Multichannel Electroencephalographic Signals. - Chun-Hsiang Chuang; Kong-Yi Chang; Chih-Sheng Huang; Anne-Mei Bessas (CoRR, 2024)

InfoFlowNet: A multi-head attention-based self-supervised learning model with surrogate approach for uncovering brain effective connectivity. - Chun-Hsiang Chuang; Shao-Xun Fang; Chih-Sheng Huang; Weiping Ding 001 (Eng. Appl. Artif. Intell., 2024)

Coupling Mobile Brain Imaging and Virtual Reality Omnidirectional Treadmill to Explore Attenuated Situational Awareness During Distracted Walking. - Chun-Hsiang Chuang; Tsai-Feng Chiu; Hao-Che Hsu; Shih-Syun Lin (IEEE Trans. Cogn. Dev. Syst., 2024)

Interbrain synchrony attenuation during a peer cooperative task in young children with autistic traits -an EEG hyperscanning study. - I-Chun Chen; Hao-Che Hsu; Chia-Ling Chen; Meng-Han Chang; Chun-Shu Wei; Chun-Hsiang Chuang (NeuroImage, 2025)

Augmenting brain-computer interfaces with ART: An artifact removal transformer for reconstructing multichannel EEG signals. - Chun-Hsiang Chuang; Kong-Yi Chang; Chih-Sheng Huang; Anne-Mei Bessas (NeuroImage, 2025)