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Journal Articles
- 2024
[j12]Yi-Wei Shen
, Yuan-Pin Lin:
Cross-Day Data Diversity Improves Inter-Individual Emotion Commonality of Spatio-Spectral EEG Signatures Using Independent Component Analysis. IEEE Trans. Affect. Comput. 15(1): 210-222 (2024)- 2023
- [j11]Wei-Jen Chen, Yuan-Pin Lin:
Event-Related Potential-Based Collaborative Brain-Computer Interface for Augmenting Human Performance Using a Low-Cost, Custom Electroencephalogram Hyperscanning Infrastructure. IEEE Trans. Cogn. Dev. Syst. 15(4): 2202-2213 (2023) - 2022
- [j10]Mahrad Ghodousi, Jachin Edward Pousson, Aleksandras Voicikas, Valdis Bernhofs, Evaldas Pipinis, Povilas Tarailis, Lana Burmistrova, Yuan-Pin Lin, Inga Griskova-Bulanova:
EEG Connectivity during Active Emotional Musical Performance. Sensors 22(11): 4064 (2022) - 2021
- [j9]Chun-Shu Wei, Corey J. Keller, Junhua Li, Yuan-Pin Lin, Masaki Nakanishi, Johanna Wagner, Wei Wu, Yu Zhang, Tzyy-Ping Jung:
Editorial: Inter- and Intra-subject Variability in Brain Imaging and Decoding. Frontiers Comput. Neurosci. 15: 791129 (2021) - [j8]Jachin Edward Pousson, Aleksandras Voicikas, Valdis Bernhofs, Evaldas Pipinis, Lana Burmistrova, Yuan-Pin Lin, Inga Griskova-Bulanova:
Spectral Characteristics of EEG during Active Emotional Musical Performance. Sensors 21(22): 7466 (2021) - 2020
- [j7]Yuan-Pin Lin:
Constructing a Personalized Cross-Day EEG-Based Emotion-Classification Model Using Transfer Learning. IEEE J. Biomed. Health Informatics 24(5): 1255-1264 (2020) - 2019
- [j6]Kai-Chiang Chuang, Yuan-Pin Lin:
Cost-Efficient, Portable, and Custom Multi-Subject Electroencephalogram Recording System. IEEE Access 7: 56760-56769 (2019) - [j5]Yuan-Pin Lin, Ting-Yu Chen, Wei-Jen Chen:
Cost-efficient and Custom Electrode-holder Assembly Infrastructure for EEG Recordings. Sensors 19(19): 4273 (2019) - 2018
- [j4]Chun-Shu Wei, Yuan-Pin Lin, Yu-Te Wang, Chin-Teng Lin, Tzyy-Ping Jung:
A subject-transfer framework for obviating inter- and intra-subject variability in EEG-based drowsiness detection. NeuroImage 174: 407-419 (2018) - 2017
- [j3]Yuan-Pin Lin, Ping-Keng Jao, Yi-Hsuan Yang:
Improving Cross-Day EEG-Based Emotion Classification Using Robust Principal Component Analysis. Frontiers Comput. Neurosci. 11: 64 (2017) - 2012
- [j2]Shang-Wen Chuang, Li-Wei Ko, Yuan-Pin Lin, Ruey-Song Huang, Tzyy-Ping Jung, Chin-Teng Lin:
Co-modulatory spectral changes in independent brain processes are correlated with task performance. NeuroImage 62(3): 1469-1477 (2012) - 2010
- [j1]Yuan-Pin Lin, Chi-Hong Wang, Tzyy-Ping Jung, Tien-Lin Wu, Shyh-Kang Jeng, Jeng-Ren Duann, Jyh-Horng Chen:
EEG-Based Emotion Recognition in Music Listening. IEEE Trans. Biomed. Eng. 57(7): 1798-1806 (2010)
Conference and Workshop Papers
- 2023
- [c19]Hung-Yuan Huang, Yuan-Pin Lin:
Validation of Model-Basis Transfer Learning for a Personalized Electroencephalogram-Based Emotion-Classification Model. EMBC 2023: 1-4 - [c18]Ching-Chih Tsao, Hao-Hsiang Chuang, Tzu-Han Tsao, Cheng-Yi Tang, Yu-Wen Chang, Chih-Ling Chu, Chi-Chien Sung, Cheng-Lin Hsieh, Yuan-Pin Lin, Shih-Yi Chien:
Assessing the Decision-Making Process in Human-Robot Collaboration Using a Lego-like EEG Headset. HICSS 2023: 1529-1538 - 2020
- [c17]Shang-You Yang, Yuan-Pin Lin:
Validating a LEGO-Like EEG Headset for a Simultaneous Recording of Wet- and Dry-Electrode Systems During Treadmill Walking. EMBC 2020: 4055-4058 - 2017
- [c16]Mehdi Hajinoroozi, Zijing Mao, Yuan-Pin Lin, Yufei Huang:
Deep Transfer Learning for Cross-subject and Cross-experiment Prediction of Image Rapid Serial Visual Presentation Events from EEG Data. HCI (14) 2017: 45-55 - 2016
- [c15]Chun-Shu Wei, Yuan-Pin Lin, Yu-Te Wang, Chin-Teng Lin, Tzyy-Ping Jung:
Transfer learning with large-scale data in brain-computer interfaces. EMBC 2016: 4666-4669 - [c14]Chun-Shu Wei, Yuan-Pin Lin, Tzyy-Ping Jung:
Exploring the EEG Correlates of Neurocognitive Lapse with Robust Principal Component Analysis. HCI (13) 2016: 113-120 - [c13]John K. Zao, Tzyy-Ping Jung, Hung-Ming Chang, Tchin Tze Gan, Yu-Te Wang, Yuan-Pin Lin, Wen-Hao Liu, Guang-Yu Zheng, Chin-Kuo Lin, Chia-Hung Lin, Yu-Yi Chien, Fang-Cheng Lin, Yi-Pai Huang, Sergio Jose Rodriguez Mendez, Felipe A. Medeiros:
Augmenting VR/AR Applications with EEG/EOG Monitoring and Oculo-Vestibular Recoupling. HCI (13) 2016: 121-131 - [c12]Hsien-Ming Ding, Guan-Yi Lu, Yuan-Pin Lin, Yi-Li Tseng:
An EEG Study of Auditory Working Memory Load and Cognitive Performance. HCI (26) 2016: 181-185 - 2015
- [c11]Ping-Keng Jao, Yuan-Pin Lin, Yi-Hsuan Yang, Tzyy-Ping Jung:
Using robust principal component analysis to alleviate day-to-day variability in EEG based emotion classification. EMBC 2015: 570-573 - [c10]Yuan-Pin Lin, Sheng-Hsiou Hsu, Tzyy-Ping Jung:
Exploring Day-to-Day Variability in the Relations Between Emotion and EEG Signals. HCI (15) 2015: 461-469 - [c9]Chun-Shu Wei, Yuan-Pin Lin, Yu-Te Wang, Tzyy-Ping Jung, Nima Bigdely Shamlo, Chin-Teng Lin:
Selective Transfer Learning for EEG-Based Drowsiness Detection. SMC 2015: 3229-3232 - 2014
- [c8]Yuan-Pin Lin, Tzyy-Ping Jung:
Exploring day-to-day variability in EEG-based emotion classification. SMC 2014: 2226-2229 - 2013
- [c7]Yuan-Pin Lin, Yijun Wang, Tzyy-Ping Jung:
A mobile SSVEP-based brain-computer interface for freely moving humans: The robustness of canonical correlation analysis to motion artifacts. EMBC 2013: 1350-1353 - [c6]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 - [c5]Yuan-Pin Lin, Yijun Wang, Chun-Shu Wei, Tzyy-Ping Jung:
A Mobile Brain-Computer Interface for Freely Moving Humans. HCI (5) 2013: 448-453 - 2011
- [c4]Yuan-Pin Lin, Jyh-Horng Chen, Jeng-Ren Duann, Chin-Teng Lin, Tzyy-Ping Jung:
Generalizations of the subject-independent feature set for music-induced emotion recognition. EMBC 2011: 6092-6095 - 2009
- [c3]Yuan-Pin Lin, Chi-Hong Wang, Tien-Lin Wu, Shyh-Kang Jeng, Jyh-Horng Chen:
EEG-based emotion recognition in music listening: A comparison of schemes for multiclass support vector machine. ICASSP 2009: 489-492 - 2008
- [c2]Tien-Lin Wu, Hsuan-Kai Wang, Chien-Chang Ho, Yuan-Pin Lin, Ting-Ting Hu, Ming-Fang Weng, Li-Wei Chan, Changhua Yang, Yi-Hsuan Yang, Yi-Ping Hung, Yung-Yu Chuang, Hsin-Hsi Chen, Homer H. Chen, Jyh-Horng Chen, Shyh-Kang Jeng:
Interactive content presentation based on expressed emotion and physiological feedback. ACM Multimedia 2008: 1009-1010 - [c1]Yuan-Pin Lin, Chi-Hong Wang, Tien-Lin Wu, Shyh-Kang Jeng, Jyh-Horng Chen:
Support vector machine for EEG signal classification during listening to emotional music. MMSP 2008: 127-130
Coauthor Index
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