jungi@gm.gist.ac.kr
Data Augmentation
Anomaly Detection
2023 – present : Ph.D. student in School of Integrated Technology, GIST
2015 – 2017 : M.S. in Electrical Engineering and Computer Science, GIST
2011 – 2015 : B.S. in Electrical Engineering and Computer Science, GIST
2017 – present : Researcher in Electronics and Telecommunications Research Institute
2022년 국가 연구개발 우수성과 100선, 공동연구진
2022, 우수 논문상, 제 3회 한국 인공지능 학술대회 (공저자)
2021, Best paper award, International Conference on ICT Convergence (Co-author)
Lee, H., Lee, J., Kim, N. W., & Lee, B. T. (2022). Comparative analysis of photovoltaic performance metrics for reliable performance loss rate. IET Renewable Power Generation.
Lee, H., Lee, J. G., Kim, N. W., & Lee, B. T. (2021). Model‐agnostic online forecasting for PV power output. IET Renewable Power Generation, 15(15), 3539-3551.
Lee, H., Kim, N. W., Lee, J. G., & Lee, B. T. (2021). Patch-Level Operation With Adaptive Patch Control for Improving Anomaly Localization. IEEE Access, 9, 90727-90737.
Lee, H., Kim, N. W., Lee, J. G., & Lee, B. T. (2019). Uncertainty‐aware forecast interval for hourly PV power output. IET Renewable Power Generation, 13(14), 2656-2664.
Lee, J., Lee, S., Park, S., & Lee, B. (2022, October). A study on the sleep quality analysis of single-person households based on life pattern data using ambient sensors. In 2022 13th International Conference on Information and Communication Technology Convergence (ICTC) (pp. 1879-1881). IEEE.
Lee, J., Lee, H., Kim, N., & Lee, B. (2021, October). A Study on Online ARIMA Algorithms applying various gradient descent optimization algorithms for Time Series Prediction. In 2021 International Conference on Information and Communication Technology Convergence (ICTC) (pp. 1104-1106). IEEE.
Lee, H., Kim, N. W., Lee, J. G., & Lee, B. T. (2021, October). Performance-related Internal Clustering Validation Index for Clustering-based Anomaly Detection. In 2021 International Conference on Information and Communication Technology Convergence (ICTC) (pp. 1036-1041). IEEE.
Lee, J., Kim, N., Lee, H., Park, S., & Lee, B. (2020, October). Machine Learning-based Analysis of correlation between Energy Consumption data of the Company and its Sales. In 2020 International Conference on Information and Communication Technology Convergence (ICTC) (pp. 1258-1260). IEEE.