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ORCIDJaeyun Kim
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2020 – today
- 2024
[j14]Suhyun Cho
, Jaeyun Kim, Jang-Hyun Kim:
LLM-Based Doppelgänger Models: Leveraging Synthetic Data for Human-Like Responses in Survey Simulations. IEEE Access 12: 178917-178927 (2024)- [j13]Jeongho Lee, Jaeyun Kim, Seon Ho Kim, Sang-Il Choi:
Enhancing 3D hand pose estimation using SHaF: synthetic hand dataset including a forearm. Appl. Intell. 54(20): 9565-9578 (2024) - [j12]Seo-Hee Kim, Dae-Yeon Kim, Sung Wan Chun, Jaeyun Kim, Jiyoung Woo:
Impartial feature selection using multi-agent reinforcement learning for adverse glycemic event prediction. Comput. Biol. Medicine 173: 108257 (2024) - [j11]Yechan Han, Jaeyun Kim, David Enke:
Selective genetic algorithm labeling: A new data labeling method for machine learning stock market trading systems. Eng. Appl. Artif. Intell. 135: 108680 (2024) - [j10]Myeongseok Park, Jaeyun Kim, David Enke:
A novel trading system for the stock market using Deep Q-Network action and instance selection. Expert Syst. Appl. 257: 125043 (2024) - [c2]Jaeyun Kim, Saerom Park, Joohee Lee, Jung Hee Cheon:
Privacy-Preserving Embedding via Look-up Table Evaluation with Fully Homomorphic Encryption. ICML 2024 - 2023
- [j9]Ziwen Fan, Donghwan Ji, Jaeyun Kim:
Recent Progress in Mechanically Robust and Conductive-Hydrogel-Based Sensors. Adv. Intell. Syst. 5(10) (2023) - [j8]Yechan Han, Jaeyun Kim, David Enke:
A machine learning trading system for the stock market based on N-period Min-Max labeling using XGBoost. Expert Syst. Appl. 211: 118581 (2023) - 2022
- [j7]Dae-Yeon Kim, Dong-Sik Choi, Ah Reum Kang, Jiyoung Woo, Yechan Han, Sung Wan Chun, Jaeyun Kim:
Intelligent Ensemble Deep Learning System for Blood Glucose Prediction Using Genetic Algorithms. Complex. 2022: 7902418:1-7902418:10 (2022) - [j6]Jaeyun Kim, Yong Bum Kim, Dong-Yeop Seok, Seung Yeon Lee, Jae-Yoon Sim, Hyouk Ryeol Choi:
Performance Enhancement of Capacitive-Type Torque Sensor by Using Resonant Circuit. IEEE Trans. Ind. Electron. 69(1): 560-569 (2022) - 2020
- [j5]Nuri Park, Jaeyun Kim:
Hydrogel-Based Artificial Muscles: Overview and Recent Progress. Adv. Intell. Syst. 2(4): 1900135 (2020) - [j4]Dong-Yeop Seok, Yong Bum Kim, Seung Yeon Lee, Jaeyun Kim, Hyouk Ryeol Choi:
Ultra-Thin Joint Torque Sensor With Enhanced Sensitivity for Robotic Application. IEEE Robotics Autom. Lett. 5(4): 5873-5880 (2020) - [j3]Yong Bum Kim, Dong-Yeop Seok, Seung Yeon Lee, Jaeyun Kim, Gitae Kang, Uikyum Kim, Hyouk Ryeol Choi:
6-Axis Force/Torque Sensor With a Novel Autonomous Weight Compensating Capability for Robotic Applications. IEEE Robotics Autom. Lett. 5(4): 6686-6693 (2020) - [j2]Dae-Yeon Kim, Dong-Sik Choi, Jaeyun Kim, Sung Wan Chun, Hyo-Wook Gil, Namjun Cho, Ah Reum Kang, Jiyoung Woo:
Developing an Individual Glucose Prediction Model Using Recurrent Neural Network. Sensors 20(22): 6460 (2020)
2010 – 2019
- 2019
- [c1]Saerom Park, Jaewook Lee, Jung Hee Cheon, Juhee Lee, Jaeyun Kim, Junyoung Byun:
Security-preserving Support Vector Machine with Fully Homomorphic Encryption. SafeAI@AAAI 2019 - 2011
- [j1]Seongkyoon Jeong, Jae Young Choi, Jaeyun Kim:
The determinants of research collaboration modes: exploring the effects of research and researcher characteristics on co-authorship. Scientometrics 89(3): 967-983 (2011)
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