Jung-Gu Choi

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Supervised Classification

Machine Learning

Attention Mechanism

Top Venues

Publications

Yeaju Kim, Jung-Gu Choi, Bora Kim, Yongwan Park, Jihyun Cha, Jongkwan Choi, Sanghoon Han
Association between Prefrontal fNIRS signals during Cognitive tasks and College scholastic ability test (CSAT) scores: Analysis using a quantum annealing approach. CoRR (2024)
Jung-Gu Choi, Kion Kim, Soohyun Park, Juyoen Hur, Hyunjung Yang, Younghoon Kim, Hakbae Lee, Sanghoon Han
Investigation of factors regarding the effects of COVID-19 pandemic on college students' depression by quantum annealer. CoRR (2023)
Jung-Gu Choi, Inhwan Ko, Yoonjin Nah, Bora Kim, Yongwan Park, Jihyun Cha, Jongkwan Choi, Sanghoon Han
Machine Learning Approach for Classifying College Scholastic Ability Test Levels With Unsupervised Features From Prefrontal Functional Near-Infrared Spectroscopy Signals. IEEE Access 10 (2022)
Jeong-Jae Kim, Yeseul Jeon, Sumin Yu, Jung-Gu Choi, Sanghoon Han
Interpretable Fusion Analytics Framework for fMRI Connectivity: Self-Attention Mechanism and Latent Space Item-Response Model. CoRR (2022)
Jung-Gu Choi, Inhwan Ko, Jeong-Jae Kim, Yeseul Jeon, Sanghoon Han
Machine Learning Framework for Multi-Level Classification of Company Revenue. IEEE Access 9 (2021)
Jung-Gu Choi, Inhwan Ko, Sanghoon Han
Depression Level Classification Using Machine Learning Classifiers Based on Actigraphy Data. IEEE Access 9 (2021)
Jung-Gu Choi, Yoonjin Nah, Inhwan Ko, Sanghoon Han
Deep Learning Approach to Generate a Synthetic Cognitive Psychology Behavioral Dataset. IEEE Access 9 (2021)