Publications
Publications of the last three years
2025
[C61] Hyung-Seok Park, Sanghoon Lee, Doosik Um, Hyunho Ryu and Kyung-Joon Park, "An Analytical Latency Model of the Data Distribution Service in ROS 2," to appear in IEEE INFOCOM 2025, London, United Kingdom, May 19-22, 2025.
[J81] Jiyeong Chae, Hyunkyo Seo, Sanghoon Lee, Yujin Park, Hyung-Seok Park, and Kyung-Joon Park, “PINMAP: A cost-efficient algorithm for glass detection and mapping using low-cost 2-D LiDAR," IEEE Transactions on Instrumentation and Measurement, vol. 74, doi: 10.1109/TIM.2025.3566826, May 2025.
[J80] Sanghoon Lee, Jiyeong Chae, Haewon Jeon, Taehyun Kim, Yeong-Gi Hong, Doo-Sik Um, Taewoo Kim, and Kyung-Joon Park, “Cyber-physical artificial intelligence: systematic research domain for integrating artificial intelligence and cyber-physical systems," ACM Transactions on Cyber-Physical Systems, vol. 9, no. 2, article 19, doi: 10.1145/3721437, April 2025.
[J81] Jiyeong Chae, Hyunkyo Seo, Sanghoon Lee, Yujin Park, Hyung-Seok Park, and Kyung-Joon Park, “PINMAP: A cost-efficient algorithm for glass detection and mapping using low-cost 2-D LiDAR," IEEE Transactions on Instrumentation and Measurement, vol. 74, doi: 10.1109/TIM.2025.3566826, May 2025.
[J80] Sanghoon Lee, Jiyeong Chae, Haewon Jeon, Taehyun Kim, Yeong-Gi Hong, Doo-Sik Um, Taewoo Kim, and Kyung-Joon Park, “Cyber-physical artificial intelligence: systematic research domain for integrating artificial intelligence and cyber-physical systems," ACM Transactions on Cyber-Physical Systems, vol. 9, no. 2, article 19, doi: 10.1145/3721437, April 2025.
2024
[J79] Seunghyeon Kim, Kyung-Joon Park, and Yongsoon Eun, “Buffer parameter optimization for advanced automated material handling systems in serial production lines," Springer International Journal of Control, Automation and Systems, vol. 22, no. 11, pp. 3377-3385, doi: 10.1007/s12555-024-0040-z, November 2024.
[J78] Sihoon Moon, Sanghoon Lee, and Kyung-Joon Park, “Learning-enabled flexible job-shop scheduling for scalable smart manufacturing," Elsevier Journal of Manufacturing Systems, vol. 77, no. 23, pp. 356-367, doi: doi.org/10.1016/j.jmsy.2024.09.011, October 2024.
[J77] Sanghoon Lee, Jiyeong Chae, Sihoon Moon, Sang-Chul Lee, and Kyung-Joon Park, “False alarm prevention through domain knowledge-driven machine learning: Leakage detection in water distribution networks," IEEE Sensors Journal, vol. 24, no. 19, pp. 31538-31550, doi: 10.1109/JSEN.2024.3443871, October 2024.
[J76] Seunghyeon Kim, Yuchang Won, Kyung-Joon Park, and Yongsoon Eun, "Throughput approximation by neural network for serial production lines with high up/downtime variability," IEEE Transactions on Industrial Informatics, vol. 20, no. 3, pp. 4227 - 4235, doi: 10.1109/TII.2023.3321026, March 2024.
[J78] Sihoon Moon, Sanghoon Lee, and Kyung-Joon Park, “Learning-enabled flexible job-shop scheduling for scalable smart manufacturing," Elsevier Journal of Manufacturing Systems, vol. 77, no. 23, pp. 356-367, doi: doi.org/10.1016/j.jmsy.2024.09.011, October 2024.
[J77] Sanghoon Lee, Jiyeong Chae, Sihoon Moon, Sang-Chul Lee, and Kyung-Joon Park, “False alarm prevention through domain knowledge-driven machine learning: Leakage detection in water distribution networks," IEEE Sensors Journal, vol. 24, no. 19, pp. 31538-31550, doi: 10.1109/JSEN.2024.3443871, October 2024.
[J76] Seunghyeon Kim, Yuchang Won, Kyung-Joon Park, and Yongsoon Eun, "Throughput approximation by neural network for serial production lines with high up/downtime variability," IEEE Transactions on Industrial Informatics, vol. 20, no. 3, pp. 4227 - 4235, doi: 10.1109/TII.2023.3321026, March 2024.
2023
[J75] Sihoon Moon, Sanghoon Lee, Wonhong Jeon, and Kyung-Joon Park, "Learning-enabled network-control co-design for energy-efficient industrial internet of things," IEEE Transactions on Network and Service Management, early access, doi: 10.1109/TNSM.2023.3324282, Oct. 2023.
[J74] Jiyeong Chae, Sanghoon Lee, Junhyung Jang, Seohyung Hong, and Kyung-Joon Park, "A survey and perspective on industrial cyber-physical systems (ICPS): From ICPS to AI-augmented ICPS," IEEE Transactions on Industrial Cyber-Physical Systems, vol. 1, pp. 257-272, doi: 10.1109/TICPS.2023.3323600., October 2023.
[J73] Sanghoon Lee, Jinyoung Kim, Gwangjin Wi, Yuchang Won, Yongsoon Eun, and Kyung-Joon Park, "Deep reinforcement learning-driven scheduling in multijob serial lines: A case study in automotive parts assembly," IEEE Transactions on Industrial Informatics, early access, doi: 10.1109/TII.2023.3292538, Aug. 2023.
[J72] Hyung-Seok Park, Sihoon Moon, Jeongho Kwak, and Kyung-Joon Park, "CAPL: criticality-aware adaptive path learning for industrial wireless sensor-actuator networks," IEEE Transactions on Industrial Informatics, vol. 19, no. 8, pp. 9123-9133, doi: 10.1109/TII.2022.3217471, Aug. 2023.
[J74] Jiyeong Chae, Sanghoon Lee, Junhyung Jang, Seohyung Hong, and Kyung-Joon Park, "A survey and perspective on industrial cyber-physical systems (ICPS): From ICPS to AI-augmented ICPS," IEEE Transactions on Industrial Cyber-Physical Systems, vol. 1, pp. 257-272, doi: 10.1109/TICPS.2023.3323600., October 2023.
[J73] Sanghoon Lee, Jinyoung Kim, Gwangjin Wi, Yuchang Won, Yongsoon Eun, and Kyung-Joon Park, "Deep reinforcement learning-driven scheduling in multijob serial lines: A case study in automotive parts assembly," IEEE Transactions on Industrial Informatics, early access, doi: 10.1109/TII.2023.3292538, Aug. 2023.
[J72] Hyung-Seok Park, Sihoon Moon, Jeongho Kwak, and Kyung-Joon Park, "CAPL: criticality-aware adaptive path learning for industrial wireless sensor-actuator networks," IEEE Transactions on Industrial Informatics, vol. 19, no. 8, pp. 9123-9133, doi: 10.1109/TII.2022.3217471, Aug. 2023.