Byung Hyung Kim

According to our database, Byung Hyung Kim authored at least 20 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Multi-Output Regression for Integrated Prediction of Valence and Arousal in EEG-Based Emotion Recognition.

HyoSeon Choi, ChaeEun Woo, JiYun Kong, Byung Hyung Kim

Proceedings of the 12th International Winter Conference on Brain-Computer Interface, 2024

2023

A discriminative SPD feature learning approach on Riemannian manifolds for EEG classification.

Byung Hyung Kim, Jin Woo Choi, Honggu Lee, Sungho Jo

Pattern Recognit., November, 2023

WatchPPG: An Open-Source Toolkit for PPG-based Stress Detection using Off-the-shelf Smartwatches.

Yunjo Han, Kobiljon E. Toshnazarov, Byung Hyung Kim, Youngtae Noh, Uichin Lee

Proceedings of the Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, 2023

2022

ALIS: Learning Affective Causality Behind Daily Activities From a Wearable Life-Log System.

Byung Hyung Kim, Sungho Jo, Sunghee Choi

IEEE Trans. Cybern., 2022

2021

Affect-driven Robot Behavior Learning System using EEG Signals for Less Negative Feelings and More Positive Outcomes.

Byung Hyung Kim, Ji Ho Kwak, Minuk Kim, Sungho Jo

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Rank-based Discriminative Feature Learning for Motor Imagery Classification in EEG signals.

Byung Hyung Kim, Jin Woo Choi, Sungho Jo

Proceedings of the 9th International Winter Conference on Brain-Computer Interface, 2021

Asynchronous Motor Imagery Brain-Computer Interface for Simulated Drone Control.

Jin Woo Choi, Byung Hyung Kim, Sungho Jo

Proceedings of the 9th International Winter Conference on Brain-Computer Interface, 2021

Riemannian Embedding Banks for Common Spatial Patterns with EEG-based SPD Neural Networks.

Yoon-Je Suh, Byung Hyung Kim

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Deep Physiological Affect Network for the Recognition of Human Emotions.

Byung Hyung Kim, Sungho Jo

IEEE Trans. Affect. Comput., 2020

Improved Explanatory Efficacy on Human Affect and Workload Through Interactive Process in Artificial Intelligence.

Byung Hyung Kim, Seunghun Koh, Sejoon Huh, Sungho Jo, Sunghee Choi

IEEE Access, 2020

Nonlinear Ranking Loss on Riemannian Potato Embedding.

Byung Hyung Kim, Yoon-Je Suh, Honggu Lee, Sungho Jo

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Improved explanatory efficacy on human affect and workload through interactive process in artificial intelligence.

Byung Hyung Kim, Seunghun Koh, Sejoon Huh, Sungho Jo

CoRR, 2019

An Affective Situation Labeling System from Psychological Behaviors in Emotion Recognition.

Byung Hyung Kim, Sungho Jo

CoRR, 2019

Wearable Affective Life-Log System for Understanding Emotion Dynamics in Daily Life.

Byung Hyung Kim, Sungho Jo

CoRR, 2019

Personalizing the Prediction: Interactive and Interpretable machine learning.

Seunghun Koh, Hee Ju Wi, Byung Hyung Kim, Sungho Jo

Proceedings of the 16th International Conference on Ubiquitous Robots, 2019

2017

An empirical study on effect of physiological asymmetry for affective stimuli.

Byung Hyung Kim, Sungho Jo

Proceedings of the 5th International Winter Conference on Brain-Computer Interface, 2017

2015

Dynamic motion artifact removal using inertial sensors for mobile BCI.

Byung Hyung Kim, Jinsung Chun, Sungho Jo

Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Real-time motion artifact detection and removal for ambulatory BCI.

Byung Hyung Kim, Sungho Jo

Proceedings of the 3rd International Winter Conference on Brain-Computer Interface, 2015

2014

Quadcopter flight control using a low-cost hybrid interface with EEG-based classification and eye tracking.

Byung Hyung Kim, Minho Kim, Sungho Jo

Comput. Biol. Medicine, 2014

2013

Real-time motion tracking on a cellphone using inertial sensing and a rolling-shutter camera.

Mingyang Li, Byung Hyung Kim, Anastasios I. Mourikis

Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013