Yuan-Pin Lin

Orcid: 0000-0002-3434-9118

According to our database1, Yuan-Pin Lin authored at least 31 papers between 2008 and 2024.

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Bibliography

2024
Cross-Day Data Diversity Improves Inter-Individual Emotion Commonality of Spatio-Spectral EEG Signatures Using Independent Component Analysis.
IEEE Trans. Affect. Comput., 2024

2023
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., December, 2023

Assessing the Decision-Making Process in Human-Robot Collaboration Using a Lego-like EEG Headset.
Proceedings of the 56th Hawaii International Conference on System Sciences, 2023

Validation of Model-Basis Transfer Learning for a Personalized Electroencephalogram-Based Emotion-Classification Model.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022
EEG Connectivity during Active Emotional Musical Performance.
Sensors, 2022

2021
Spectral Characteristics of EEG during Active Emotional Musical Performance.
Sensors, 2021

Editorial: Inter- and Intra-subject Variability in Brain Imaging and Decoding.
Frontiers Comput. Neurosci., 2021

2020
Constructing a Personalized Cross-Day EEG-Based Emotion-Classification Model Using Transfer Learning.
IEEE J. Biomed. Health Informatics, 2020

Validating a LEGO-Like EEG Headset for a Simultaneous Recording of Wet- and Dry-Electrode Systems During Treadmill Walking.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
Cost-efficient and Custom Electrode-holder Assembly Infrastructure for EEG Recordings.
Sensors, 2019

Cost-Efficient, Portable, and Custom Multi-Subject Electroencephalogram Recording System.
IEEE Access, 2019

2018
A subject-transfer framework for obviating inter- and intra-subject variability in EEG-based drowsiness detection.
NeuroImage, 2018

2017
Improving Cross-Day EEG-Based Emotion Classification Using Robust Principal Component Analysis.
Frontiers Comput. Neurosci., 2017

Deep Transfer Learning for Cross-subject and Cross-experiment Prediction of Image Rapid Serial Visual Presentation Events from EEG Data.
Proceedings of the Augmented Cognition. Neurocognition and Machine Learning, 2017

2016
Augmenting VR/AR Applications with EEG/EOG Monitoring and Oculo-Vestibular Recoupling.
Proceedings of the Foundations of Augmented Cognition: Neuroergonomics and Operational Neuroscience, 2016

Exploring the EEG Correlates of Neurocognitive Lapse with Robust Principal Component Analysis.
Proceedings of the Foundations of Augmented Cognition: Neuroergonomics and Operational Neuroscience, 2016

An EEG Study of Auditory Working Memory Load and Cognitive Performance.
Proceedings of the HCI International 2016 - Posters' Extended Abstracts, 2016

Transfer learning with large-scale data in brain-computer interfaces.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
Selective Transfer Learning for EEG-Based Drowsiness Detection.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

Exploring Day-to-Day Variability in the Relations Between Emotion and EEG Signals.
Proceedings of the Foundations of Augmented Cognition, 2015

Using robust principal component analysis to alleviate day-to-day variability in EEG based emotion classification.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Exploring day-to-day variability in EEG-based emotion classification.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

2013
A Mobile Brain-Computer Interface for Freely Moving Humans.
Proceedings of the Human-Computer Interaction. Towards Intelligent and Implicit Interaction, 2013

A mobile SSVEP-based brain-computer interface for freely moving humans: The robustness of canonical correlation analysis to motion artifacts.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Automatic design for independent component analysis based brain-computer interfacing.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Co-modulatory spectral changes in independent brain processes are correlated with task performance.
NeuroImage, 2012

2011
Generalizations of the subject-independent feature set for music-induced emotion recognition.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
EEG-Based Emotion Recognition in Music Listening.
IEEE Trans. Biomed. Eng., 2010

2009
EEG-based emotion recognition in music listening: A comparison of schemes for multiclass support vector machine.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Support vector machine for EEG signal classification during listening to emotional music.
Proceedings of the International Workshop on Multimedia Signal Processing, 2008

Interactive content presentation based on expressed emotion and physiological feedback.
Proceedings of the 16th International Conference on Multimedia 2008, 2008


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