Works (6)

Updated: April 11th, 2023 10:13

2022 article

Detecting Human Trust Calibration in Automation: A Convolutional Neural Network Approach

Choo, S., & Nam, C. (2022, January 19). IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS, Vol. 1.

By: S. Choo & C. Nam

author keywords: Automation; Electroencephalography; Calibration; Feature extraction; Convolutional neural networks; Brain modeling; Task analysis; Convolutional neural network (CNN); deep learning (DL); electroencephalography (EEG); human-automation interaction (HAI); machine learning (ML); trust calibration; trust estimation
Sources: Web Of Science, ORCID
Added: February 7, 2022

2022 journal article

Emotion depends on context, culture and their interaction: evidence from effective connectivity


By: Z. Pugh, S. Choo, J. Leshin*, K. Lindquist* & C. Nam

author keywords: effective connectivity; Granger causality; EEG; emotion; culture; context
Sources: Web Of Science, ORCID
Added: March 7, 2022

2022 journal article

Evaluating Effective Connectivity of Trust in Human-Automation Interaction: A Dynamic Causal Modeling (DCM) Study

HUMAN FACTORS, 64(6), 1051–1069.

By: J. Huang, S. Choo, Z. Pugh & C. Nam

author keywords: trust in automation; neuroergonomics; dynamic causal modeling; electroencephalography
Sources: Web Of Science, ORCID
Added: April 19, 2021

2020 review

Brain-to-Brain Neural Synchrony During Social Interactions: A Systematic Review on Hyperscanning Studies

[Review of ]. APPLIED SCIENCES-BASEL, 10(19).

By: C. Nam, S. Choo, J. Huang & J. Park*

author keywords: hyperscanning; electroencephalography (EEG); functional magnetic resonance imaging (fMRI); functional near-infrared spectroscopy (fNIRS); magnetoencephalography (MEG)
Sources: Web Of Science, ORCID
Added: November 24, 2020

2019 journal article

Designing of smart chair for monitoring of sitting posture using convolutional neural networks


By: W. Kim, B. Jin*, S. Choo, C. Nam & M. Yun*

author keywords: Deep learning; Data classification; IoT application; Convolutional neural network; Sensing cushion; Sitting posture classification
Sources: Web Of Science, ORCID
Added: August 26, 2019

2018 journal article

Learning Framework of Multimodal Gaussian-Bernoulli RBM Handling Real-value Input Data

Neurocomputing, 275(1), 1813–1822.

By: S. Choo & H. Lee*

author keywords: Multi-modal Gaussian-Bernoulli restricted Boltzmann machine (MGBRBM); Gaussian mixture model (GMM); Gaussian-Bernoulli restricted Boltzmann machine (GBRBM); Memetic algorithm; Real-valued input data
Source: ORCID
Added: September 11, 2021


Updated: August 18th, 2022 08:04

2022 - present

Oak Ridge National Laboratory Oak Ridge, Tennessee, US
Postdoctoral Research Associate Computational Sciences and Engineering


Updated: August 18th, 2022 08:03

2018 - 2022

NC State University Raleigh, NC, US
Ph.D. Industrial Engineering