Byung Hyung Kim

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 19

Top Topics

Emotion Recognition

Top Venues

IEEE Trans. Cybern.

Publications

Kobiljon Toshnazarov, Uichin Lee, Byung Hyung Kim, Varun Mishra, Lismer Andres Caceres Najarro, Youngtae Noh
SOSW: Stress Sensing With Off-the-Shelf Smartwatches in the Wild. IEEE Internet Things J. 11 (12) (2024)
HyoSeon Choi, ChaeEun Woo, JiYun Kong, Byung Hyung Kim
Multi-Output Regression for Integrated Prediction of Valence and Arousal in EEG-Based Emotion Recognition. BCI (2024)
Byung Hyung Kim, Jin Woo Choi, Honggu Lee, Sungho Jo
A discriminative SPD feature learning approach on Riemannian manifolds for EEG classification. Pattern Recognit. 143 (2023)
Yunjo Han, Kobiljon E. Toshnazarov, Byung Hyung Kim, Youngtae Noh, Uichin Lee
WatchPPG: An Open-Source Toolkit for PPG-based Stress Detection using Off-the-shelf Smartwatches. UbiComp/ISWC Adjunct (2023)
Byung Hyung Kim, Sungho Jo, Sunghee Choi
ALIS: Learning Affective Causality Behind Daily Activities From a Wearable Life-Log System. IEEE Trans. Cybern. 52 (12) (2022)
Yoon-Je Suh, Byung Hyung Kim
Riemannian Embedding Banks for Common Spatial Patterns with EEG-based SPD Neural Networks. AAAI (2021)
Byung Hyung Kim, Ji Ho Kwak, Minuk Kim, Sungho Jo
Affect-driven Robot Behavior Learning System using EEG Signals for Less Negative Feelings and More Positive Outcomes. IROS (2021)
Byung Hyung Kim, Jin Woo Choi, Sungho Jo
Rank-based Discriminative Feature Learning for Motor Imagery Classification in EEG signals. BCI (2021)
Jin Woo Choi, Byung Hyung Kim, Sungho Jo
Asynchronous Motor Imagery Brain-Computer Interface for Simulated Drone Control. BCI (2021)
Byung Hyung Kim, Seunghun Koh, Sejoon Huh, Sungho Jo, Sunghee Choi
Improved Explanatory Efficacy on Human Affect and Workload Through Interactive Process in Artificial Intelligence. IEEE Access 8 (2020)
Byung Hyung Kim, Yoon-Je Suh, Honggu Lee, Sungho Jo
Nonlinear Ranking Loss on Riemannian Potato Embedding. ICPR (2020)
Byung Hyung Kim, Sungho Jo
Deep Physiological Affect Network for the Recognition of Human Emotions. IEEE Trans. Affect. Comput. 11 (2) (2020)
Byung Hyung Kim, Sungho Jo
Wearable Affective Life-Log System for Understanding Emotion Dynamics in Daily Life. CoRR (2019)
Byung Hyung Kim, Sungho Jo
An Affective Situation Labeling System from Psychological Behaviors in Emotion Recognition. CoRR (2019)
Seunghun Koh, Hee Ju Wi, Byung Hyung Kim, Sungho Jo
Personalizing the Prediction: Interactive and Interpretable machine learning. UR (2019)
Byung Hyung Kim, Seunghun Koh, Sejoon Huh, Sungho Jo
Improved explanatory efficacy on human affect and workload through interactive process in artificial intelligence. CoRR (2019)
Byung Hyung Kim, Sungho Jo
An empirical study on effect of physiological asymmetry for affective stimuli. BCI (2017)
Byung Hyung Kim, Sungho Jo
Real-time motion artifact detection and removal for ambulatory BCI. BCI (2015)
Byung Hyung Kim, Jinsung Chun, Sungho Jo
Dynamic motion artifact removal using inertial sensors for mobile BCI. NER (2015)
Byung Hyung Kim, Minho Kim, Sungho Jo
Quadcopter flight control using a low-cost hybrid interface with EEG-based classification and eye tracking. Comput. Biol. Medicine 51 (2014)
Mingyang Li, Byung Hyung Kim, Anastasios I. Mourikis
Real-time motion tracking on a cellphone using inertial sensing and a rolling-shutter camera. ICRA (2013)