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Sanghyun Choo
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Year
Brain-to-brain neural synchrony during social interactions: a systematic review on hyperscanning studies
CS Nam, S Choo, J Huang, J Park
Applied Sciences 10 (19), 6669, 2020
532020
Designing of smart chair for monitoring of sitting posture using convolutional neural networks
W Kim, B Jin, S Choo, CS Nam, MH Yun
Data Technologies and Applications 53 (2), 142-155, 2019
252019
Learning framework of multimodal Gaussian–Bernoulli RBM handling real-value input data
S Choo, H Lee
Neurocomputing 275, 1813-1822, 2018
182018
Emotion depends on context, culture and their interaction: evidence from effective connectivity
ZH Pugh, S Choo, JC Leshin, KA Lindquist, CS Nam
Social cognitive and affective neuroscience 17 (2), 206-217, 2022
162022
Detecting human trust calibration in automation: a convolutional neural network approach
S Choo, CS Nam
IEEE Transactions on Human-Machine Systems 52 (4), 774-783, 2022
142022
Evaluating effective connectivity of trust in human–automation interaction: A dynamic causal modeling (DCM) study
J Huang, S Choo, ZH Pugh, CS Nam
Human Factors 64 (6), 1051-1069, 2022
132022
A study on the evaluation of tokenizer performance in natural language processing
S Choo, W Kim
Applied Artificial Intelligence 37 (1), 2175112, 2023
102023
Neural correlates of trust during an automated system monitoring task: Preliminary results of an effective connectivity study
N Sanders, S Choo, N Kim, CS Nam, EP Fitts
Proceedings of the Human Factors and Ergonomics Society Annual Meeting 63 (1 …, 2019
102019
Designing an XAI interface for BCI experts: A contextual design for pragmatic explanation interface based on domain knowledge in a specific context
S Kim, S Choo, D Park, H Park, CS Nam, JY Jung, S Lee
International Journal of Human-Computer Studies 174, 103009, 2023
82023
DCGAN based EEG data augmentation in cognitive state recognition
S Choo, CS Nam
IIE Annual Conference. Proceedings, 1-6, 2020
82020
Effectiveness of multi-task deep learning framework for EEG-based emotion and context recognition
S Choo, H Park, S Kim, D Park, JY Jung, S Lee, CS Nam
Expert Systems with Applications 227, 120348, 2023
62023
Detecting human trust calibration in automation: A deep learning approach
S Choo, N Sanders, N Kim, W Kim, CS Nam, EP Fitts
Proceedings of the Human Factors and Ergonomics Society Annual Meeting 63 (1 …, 2019
62019
Neural dynamics of trust in human-robot interaction
CS Nam, E Eskander, S Choo
Trust in Human-Robot Interaction, 477-489, 2021
52021
The EEG cookbook: A practical guide to neuroergonomics research
N Sanders, S Choo, CS Nam
Neuroergonomics: principles and practice, 33-51, 2020
42020
Learning and Propagation Framework of Bayesian Network using Meta-Heuristics and EM algorithm considering Dynamic Environments
S Choo, H Lee
Journal of the Korean Institute of Intelligent Systems 26 (5), 335-342, 2016
42016
Neural correlates of mental workload during multitasking: a dynamic causal modeling study
J Huang, Z Traylor, S Choo, CS Nam
Proceedings of the Human Factors and Ergonomics Society Annual Meeting 65 (1 …, 2021
32021
Deep Learning Techniques in Neuroergonomics
S Choo, CS Nam
Neuroergonomics: Principles and Practice, 115-138, 2020
32020
Spatio-temporal explanation of 3D-EEGNet for motor imagery EEG classification using permutation and saliency
D Park, H Park, S Kim, S Choo, S Lee, CS Nam, JY Jung
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2023
2023
Explaining Convolutional Neural Networks for EEG-based Brain-Computer Interface Using Influence Functions
H Park, D Park, S Kim, S Choo, CS Nam, S Lee, JY Jung
2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2023
2023
Improving Generalization Performance of Deep Learning for Brain-Computer Interface: Effects of Data Augmentation and Batch Size Strategy
S Choo
North Carolina State University, 2022
2022
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