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주요 연구성과

Manje-Kim, Jun Suk Kim and Chang Wook Ahn. “Evolving population method for real-time reinforcement learning”. Expert Systems Applications, May 12, 2023, DOI: Volume 229, Part A,120493/10.1016/j.eswa.2023.120493, link: https://doi.org/10.1016/j.eswa.2023.120493
Hosu Lee, Yunho Choi, Amre Eizad, Won-Kyung Song, Kyung-Joong Kim, and Jungwon Yoon, "A Machine Learning-Based Initial Difficulty Level Adjustment Method for Balance Exercise on a Trunk Rehabilitation Robot". IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING(TNSRE), March 27, 2023, DOI: 10.1109/TNSRE.2023.3260815, link: https://ieeexplore.ieee.org/document/10082891
Minwoo Kim, Jiseop Lim, Solkeun Jee and Donghun Park, "Multi-fidelity approach for transitional boundary layer". International Journal of Heat and Fluid Flow, May 8, 2023, DOI: 102, 109163/
doi:10.1016/j.ijheatfluidflow.2023.109163, link: https://doi.org/10.1016/j.ijheatfluidflow.2023.109163
Elsharkawy, A., Ataya, A., Yeo, D., An, E., Hwang, S., and Kim, S., "SYNC-VR: Synchronizing Your Senses to Conquer Motion Sickness for Enriching In-Vehicle VR". Proceedings of the 2024 CHI - (Accepted)
Hwang, S., Oh, J., Kang, S., Seong, M., Elsharkawy, A., and Kim, S., "ErgoPulse: Electrifying Your Lower Body With Biomechanical Simulation-based Electrical Muscle Stimulation Haptic System in Virtual Reality". Proceedings of the 2024 CHI - (Accepted)

Dongmin Kang, Yeongwon Nam, Daeun Kyung, and Jonghyun Choi. "Learning Shape-based Representation for Visual Localization in Extremely Changing Conditions". IEEE International Conference on Robotics and Automation (ICRA), (Jun 2020)

Hae-Gon Jeon, Sunghoon Im, Jean Oh and Martial Hebert. “Unsupervised Domain Adaptation for 3D Point Clouds by Searched Transformations”. IEIEEE Access, May 20, 2022, DOI: 10.1109/ACCESS.2022.3176719, link: https://ieeexplore.ieee.org/xss-xss-document.9779221
Dohyeon Yeo, Gwangbin Kim, and SeungJun Kim. "Toward Immersive Self-Driving Simulations: Reports from a User Study across Six Platforms". CHI '20: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, (Apr 2020)

Dongju Park and Chang Wook Ahn. "Self-Supervised Contextual Data Augmentation for Natural Language Processing." Symmetry 11.11 (2019): 1393.
Junhyeong Pak and Jong Won Shin. "Sound localization based on phase difference enhancement using deep neural networks." IEEE/ACM Transactions on Audio, Speech, and Language Processing 27.8 (2019): 1335-1345.
Yong Hwi Kim and Kwan H. Lee. "Pose initialization method of mixed reality system for inspection using convolutional neural network." Journal of Advanced Mechanical Design, Systems, and Manufacturing 13.5 (2019): JAMDSM0093-JAMDSM0093.
Jong-Hyun Lee, Sangmin Lim and Chang Wook Ahn. "Automotive ECU data-based driver’s propensity learning using evolutionary random forest." IEEE Access 7 (2019): 51899-51906.
Jun Suk Kim and Chang Wook Ahn. "Quantum Algorithm on Logistic Regression Problem." IEICE TRANSACTIONS on Information and Systems 102.4 (2019): 856-858.
Kwangjin Yoon, Du Yong Kim, Young-Chul Yoon and Moongu Jeon. "Data association for multi-xss-xss-object tracking via deep neural networks." Sensors 19.3 (2019): 559.