Publications per year
Publications per year
Overview
Education/Academic qualification
Eng-Electrical & Computer Engineering, Doctorate Degree
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Dive into the research topics where Hong-Jun Yoon is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Researcher collaborations from the last five years
Based on publications and projects (not datasets). Dive into details by clicking on the dots or
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A Decision Support System to Compile Environmental Mitigations from Hydropower Licensing Documents
Yoon, H. J., Ruggles, T., Zhao, H. & Singh, D., 2024, Proceedings - 2024 IEEE International Conference on Big Data, BigData 2024. Ding, W., Lu, C.-T., Wang, F., Di, L., Wu, K., Huan, J., Nambiar, R., Li, J., Ilievski, F., Baeza-Yates, R. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 4265-4268 4 p. (Proceedings - 2024 IEEE International Conference on Big Data, BigData 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Deep learning uncertainty quantification for clinical text classification
Peluso, A., Danciu, I., Yoon, H. J., Yusof, J. M., Bhattacharya, T., Spannaus, A., Schaefferkoetter, N., Durbin, E. B., Wu, X. C., Stroup, A., Doherty, J., Schwartz, S., Wiggins, C., Coyle, L., Penberthy, L., Tourassi, G. D. & Gao, S., Jan 2024, In: Journal of Biomedical Informatics. 149, 104576.Research output: Contribution to journal › Article › peer-review
Open Access6 Scopus citations -
Development of message passing-based graph convolutional networks for classifying cancer pathology reports
Yoon, H. J., Klasky, H. B., Blanchard, A., Christian, J. B., Durbin, E., Wu, X. C., Stroup, A., Doherty, J., Coyle, L., Penberthy, L. & Tourassi, G., Dec 2024, In: BMC Medical Informatics and Decision Making. 24, Suppl 5, 262.Research output: Contribution to journal › Article › peer-review
Open Access -
HyperKube: A Kubernetes Based System for the Automation of Processing and Analysis of Hyperspectral Data Obtained from Multiple Hyperspectral Imaging Systems
Yoon, H.-J., Hopp, D., Leland, K., Prout, R., Bryant, P. & Martin, S., 2024, United StatesResearch output: Other contribution › Technical Report
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Improving Text Classification with Large Language Model-Based Data Augmentation
Zhao, H., Chen, H., Ruggles, T. A., Feng, Y., Singh, D. & Yoon, H. J., Jul 2024, In: Electronics (Switzerland). 13, 13, 2535.Research output: Contribution to journal › Article › peer-review
Open Access24 Scopus citations
Datasets
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Leveraging hyperspectral imaging to identify drought tolerant Populus species and genotypes within species
Ramirez Flores, M. (Creator), Carrell, A. (Creator), Klingeman, D. (Creator), Clark, M. (Creator), Jawdy, S. (Creator), Carper, D. L. (Creator), Yao, T. (Creator), McBrien, J. (Creator), Burdick, L. (Creator), Wymore, A. (Creator), McClennan, D. (Creator), Martin, S. (Creator), Yoon, H.-J. (Creator), Weston, D. (Creator) & Cregger, M. (Creator), Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States), Oct 30 2024
DOI: 10.25983/2475384
Dataset
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Comprehensive Database of Environmental Mitigations Extracted from FERC-Licensed Hydropower Projects using Artificial Intelligence Techniques, 1998-2023
Ruggles, T. (Creator), Yoon, H.-J. (Creator), Bhattacharyya, A. (Creator) & Singh, D. (Creator), Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States), Jun 30 2025
DOI: 10.21951/environmental_mitigationsai/2570983
Dataset