| Imitation reinforcement learning-based remote rotary inverted pendulum control in openflow network JB Kim, HK Lim, CM Kim, MS Kim, YG Hong, YH Han IEEE Access 7, 36682-36690, 2019 | 37 | 2019 |
| Development of a clinical and genetic prediction model for early intestinal resection in patients with Crohn’s disease: results from the IMPACT study EA Kang, J Jang, CH Choi, SB Kang, KB Bang, TO Kim, GS Seo, JM Cha, ... Journal of clinical medicine 10 (4), 633, 2021 | 22 | 2021 |
| System and method to control a cross domain workflow based on a hierarchical engine framework TW You, YH Lee, CS Pyo, YG Hong, MS Kim, WS You, SI Cho, HJ Kang, ... US Patent 11,070,488, 2021 | 14 | 2021 |
| Deep Q-network based rotary inverted pendulum system and its monitoring on the EdgeX platform JB Kim, DH Kwon, YG Hong, HK Lim, MS Kim, YH Han 2019 international conference on artificial intelligence in information and …, 2019 | 10 | 2019 |
| A collaborative distributed multi-agent reinforcement learning technique for dynamic agent shortest path planning via selected sub-goals in complex cluttered environments DB Megherbi, M Kim 2015 IEEE International Multi-Disciplinary Conference on Cognitive Methods …, 2015 | 10 | 2015 |
| Computing system and method for intelligent ioe information framework TW You, JH Hong, KH Kim, YG Hong, HS Yoon, WS Lim, MS Kim, TH Kim US Patent App. 16/158,109, 2019 | 9 | 2019 |
| A study of collaborative distributed multi-goal & multi-agent-based systems for large Critical Key Infrastructures and Resources (CKIR) dynamic monitoring and surveillance DB Megherbi, M Kim, M Madera 2013 IEEE International Conference on Technologies for Homeland Security …, 2013 | 9 | 2013 |
| Potential Oral Microbial Markers for Differential Diagnosis of Crohn’s Disease and Ulcerative Colitis Using Machine Learning Models SB Kang, H Kim, S Kim, J Kim, SK Park, CW Lee, KO Kim, GS Seo, ... Microorganisms 11 (7), 1665, 2023 | 8 | 2023 |
| Development of a machine learning model to predict non-durable response to anti-TNF therapy in Crohn’s disease using transcriptome imputed from genotypes SK Park, YB Kim, S Kim, CW Lee, CH Choi, SB Kang, TO Kim, KB Bang, ... Journal of Personalized Medicine 12 (6), 947, 2022 | 7 | 2022 |
| A Machine Learning-Based Diagnostic Model for Crohn’s Disease and Ulcerative Colitis Utilizing Fecal Microbiome Analysis H Kim, JE Na, S Kim, TO Kim, SK Park, CW Lee, KO Kim, GS Seo, MS Kim, ... Microorganisms 12 (1), 36, 2023 | 5 | 2023 |
| A hybrid P2P and master-slave cooperative distributed multi-agent reinforcement learning technique with asynchronously triggered exploratory trials and clutter-index-based … DB Megherbi, M Kim 2016 IEEE International Conference on Computational Intelligence and Virtual …, 2016 | 5 | 2016 |
| Intelligent Complementary Multi-Modal Fusion for Anomaly Surveillance and Security System J Jeong, H Jung, Y Choi, S Park, M Kim Sensors 23 (22), 9214, 2023 | 4 | 2023 |
| Adversarial Optimization-Based Knowledge Transfer of Layer-Wise Dense Flow for Image Classification D Yeo, MS Kim, JH Bae Applied Sciences 11 (8), 3720, 2021 | 3 | 2021 |
| Implementation of IoT control system based on EdgeX Foundry DH Kwon, HK Lim, YH Han, M Kim, YG Hong Proceedings of the Korea Information Processing Society Conference, 995-997, 2018 | 3 | 2018 |
| Optimal Cyber Attack Strategy Using Reinforcement Learning Based on Common Vulnerability Scoring System. BS Kim, HW Suk, YH Choi, DS Moon, MS Kim CMES-Computer Modeling in Engineering & Sciences 141 (2), 2024 | 1 | 2024 |
| Enrichment of activated fibroblasts as a potential biomarker for a non-durable response to anti-tumor necrosis factor therapy in patients with Crohn’s disease SK Park, GY Lee, S Kim, CW Lee, CH Choi, SB Kang, TO Kim, J Chun, ... International Journal of Molecular Sciences 24 (19), 14799, 2023 | 1 | 2023 |
| Deep-Learning-Based Sequence Causal Long-Term Recurrent Convolutional Network for Data Fusion Using Video Data DH Jeon, MS Kim Electronics 12 (5), 1115, 2023 | 1 | 2023 |
| A study of collaborative and distributed multi-agent path-planning using reinforcement learning MS Kim Journal of The Korea Society of Computer and Information 26 (3), 9-17, 2021 | 1 | 2021 |
| Extended Maximum Actor–Critic Framework Based on Policy Gradient Reinforcement for System Optimization JH Kim, YH Choi, YR Choi, JH Jeong, MS Kim Applied Sciences 15 (4), 1828, 2025 | | 2025 |
| Adaptive Reinforcement Learning Cyber Defense Strategies using CyberBattleSim BS Kim, Y Choi, M Kim 한국통신학회 인공지능 학술대회 논문집, 150-151, 2024 | | 2024 |