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ORCIDChun-Hsiang Chuang
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2020 – today
- 2024
[j18]Ai-Ling Hsu
, Chun-Yu Wu, Hei-Yin Hydra Ng, Chun-Hsiang Chuang, Chih-Mao Huang, Changwei W. Wu, Yi-Ping Chao:
Classification of mindfulness experiences from gamma-band effective connectivity: Application of machine-learning algorithms on resting, breathing, and body scan. Comput. Methods Programs Biomed. 257: 108446 (2024)- [j17]Chun-Hsiang Chuang, Shao-Xun Fang, Chih-Sheng Huang, Weiping Ding:
InfoFlowNet: A multi-head attention-based self-supervised learning model with surrogate approach for uncovering brain effective connectivity. Eng. Appl. Artif. Intell. 138: 109347 (2024) - [j16]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): 1063-1076 (2024) - [c20]Kuan-Yi Lee, Kong-Yi Chang, Hao-Che Hsu, Yu-Ting Tseng, Chun-Shu Wei, Shih-Syun Lin, Chun-Hsiang Chuang:
Utilizing Motor-Imagery Brain-Computer Interfaces for the Assessment of Developmental Coordination Disorder in Children. EMBC 2024: 1-4 - [c19]Ching-Min Lee, Yan-Liang Pan, Chun-Hsiang Chuang, Sheng-Guan Zhang:
Enhance the Image Recognition Capabilities of Drones in Low-Light Environments. IIAI-AAI 2024: 669-670 - [i5]Chun-Hsiang Chuang, Kong-Yi Chang, Chih-Sheng Huang, Anne-Mei Bessas:
ART: Artifact Removal Transformer for Reconstructing Noise-Free Multichannel Electroencephalographic Signals. CoRR abs/2409.07326 (2024) - 2023
- [c18]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: 1-4 - 2022
- [j15]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: 119586 (2022) - [c17]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: 25-29 - 2021
- [j14]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): 4959-4967 (2021) - [c16]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: 3391-3395 - [i4]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 abs/2111.10026 (2021) - 2020
- [j13]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): 1950018:1-1950018:12 (2020)
2010 – 2019
- 2019
- [i3]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 abs/1906.02772 (2019) - 2018
- [j12]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): 771-781 (2018) - [j11]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): 950-962 (2018) - [i2]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 abs/1809.06675 (2018) - 2017
- [j10]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: 10612-10621 (2017) - [j9]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): 21-28 (2017) - [i1]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 abs/1702.02914 (2017) - 2016
- [j8]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): 1650007:1-1650007:14 (2016) - [j7]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): 1650018:1-1650018:14 (2016) - [j6]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): 347-360 (2016) - [c15]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: 2495-2500 - 2015
- [j5]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: 143-152 (2015) - [c14]Dongrui Wu, Chun-Hsiang Chuang, Chin-Teng Lin:
Online driver's drowsiness estimation using domain adaptation with model fusion. ACII 2015: 904-910 - [c13]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: 1-5 - 2014
- [j4]Chun-Hsiang Chuang, Li-Wei Ko, Tzyy-Ping Jung, Chin-Teng Lin:
Kinesthesia in a sustained-attention driving task. NeuroImage 91: 187-202 (2014) - [j3]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): 165-176 (2014) - [c12]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: 4109-4113 - 2013
- [c11]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: 2180-2183 - [c10]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: 450-458 - [c9]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: 1528-1531 - 2012
- [j2]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. 59-I(9): 2044-2055 (2012) - [c8]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: 3336-3339 - 2010
- [j1]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): 2840-2853 (2010) - [c7]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: 2816-2819 - [c6]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: 1-7 - [c5]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: 1-6
2000 – 2009
- 2009
- [c4]Bor-Chen Kuo, Chun-Hsiang Chuang, Chih-Sheng Huang, Chih-Cheng Hung:
A nonparametric contextual classification based on Markov random fields. WHISPERS 2009: 1-4 - [c3]Bor-Chen Kuo, Chun-Hsiang Chuang, Cheng-Hsuan Li, Chin-Teng Lin:
Subspace selection based multiple classifier systems for hyperspectral image classification. WHISPERS 2009: 1-4 - 2008
- [c2]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: 217-220 - [c1]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: 327-332
Coauthor Index
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