Research output per year
Research output per year
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Dive into the research topics where Jumyung Um is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A Blockchain-Based Digital Product Passport System Providing a Federated Learning Environment for Collaboration Between Recycling Centers and Manufacturers to Enable Recycling Automation
Kim, M. J., Han, C. H., Park, K. J., Moon, J. S. & Um, J., Mar 2025, In: Sustainability (Switzerland). 17, 6, 2679.Research output: Contribution to journal › Article › peer-review
Open Access6 Citations (Scopus) -
Electrical grid-independent machine learning-assisted wearable gait analysis device with triboelectric-electromagnetic hybrid energy harvester
Ra, Y., Kim, D., Nam, M. S., Cho, S., Kim, Y. S., Cho, S., Jang, S., Lee, D., Um, J., Heo, Y. J. & Choi, D., 15 Nov 2025, In: Biosensors and Bioelectronics. 288, 117766.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
Human-Understandable Communication for Industrial Multi-Robot Systems Using LLMs
Murdivien, S. A. & Um, J., 1 Jul 2025, In: IFAC-PapersOnLine. 59, 10, p. 2916-2920 5 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Intelligent robot gripper using embedded AI sensor for box re-sequencing system integrated with spatial layout optimization
Murdivien, S. A. & Um, J., Aug 2025, In: Robotics and Computer-Integrated Manufacturing. 94, 102979.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus) -
Machine Learning Models to Identify Individuals With Imminent Suicide Risk Using a Wearable Device: A Pilot Study
Um, J., Park, J., Lee, D. E., Ahn, J. E. & Baek, J. H., Feb 2025, In: Psychiatry Investigation. 22, 2, p. 156-166 11 p.Research output: Contribution to journal › Article › peer-review
Open Access4 Citations (Scopus)
Press/Media
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New Technology Study Findings Recently Were Reported by Researchers at Kyung Hee University (A Blockchain-based Digital Product Passport System Providing a Federated Learning Environment for Collaboration Between Recycling Centers and ...)
Um, J., Sung, J.-Y., Park, J. K., Kim, J., Moon, S. W., Park, J. S., Kim, J.-W., Kim, J. & Park, J.
22/04/25
1 item of Media coverage
Press/Media