Yuan-Pin Lin

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 21

Top Topics

Transfer Learning

Emotion Classification

Top Venues

Publications

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) (2024)
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) (2023)
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)
Hung-Yuan Huang, Yuan-Pin Lin
Validation of Model-Basis Transfer Learning for a Personalized Electroencephalogram-Based Emotion-Classification Model. EMBC (2023)
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) (2022)
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 (2021)
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) (2021)
Yuan-Pin Lin
Constructing a Personalized Cross-Day EEG-Based Emotion-Classification Model Using Transfer Learning. IEEE J. Biomed. Health Informatics 24 (5) (2020)
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)
Yuan-Pin Lin, Ting-Yu Chen, Wei-Jen Chen
Cost-efficient and Custom Electrode-holder Assembly Infrastructure for EEG Recordings. Sensors 19 (19) (2019)
Kai-Chiang Chuang, Yuan-Pin Lin
Cost-Efficient, Portable, and Custom Multi-Subject Electroencephalogram Recording System. IEEE Access 7 (2019)
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 (2018)
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 (2017)
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)
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)
Chun-Shu Wei, Yuan-Pin Lin, Tzyy-Ping Jung
Exploring the EEG Correlates of Neurocognitive Lapse with Robust Principal Component Analysis. HCI (13) (2016)
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)
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)
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)
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)
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)
Yuan-Pin Lin, Tzyy-Ping Jung
Exploring day-to-day variability in EEG-based emotion classification. SMC (2014)
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)
Yuan-Pin Lin, Yijun Wang, Chun-Shu Wei, Tzyy-Ping Jung
A Mobile Brain-Computer Interface for Freely Moving Humans. HCI (5) (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)
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) (2012)
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)
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) (2010)
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)
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)
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)