Concepedia

HyunGi Kim

HK

4

Publications

125

Citations

4

H-Index

2021

Active since

Affiliations

Seoul National University(Current)

Seoul National University of Science and Technology

LG (South Korea)

HyunGi Kim is an author at Seoul National University specializing in machine learning, data science, and knowledge discovery.

Top concepts

Data MiningEngineeringData ScienceImage AnalysisMachine VisionComputer VisionMachine LearningAnomaly DetectionData AugmentationOutlier Detection

Publications per year

2021–2025

4

Publications

4

A comprehensive survey of deep learning for time series forecasting: architectural diversity and open challenges

Jongseon Kim, Hyungjoon Kim, HyunGi Kim et al. · Artificial Intelligence Review · 2025 · 82 citations · Full text

Contrastive Time-Series Anomaly Detection

HyunGi Kim, Siwon Kim, Seonwoo Min et al. · IEEE Transactions on Knowledge and Data Engineering · 2023 · 20 citations

Data Augmentation, Anomaly Detection, Image Analysis +15

Protein transfer learning improves identification of heat shock protein families

Seonwoo Min, HyunGi Kim, Byunghan Lee et al. · PLoS ONE · 2021 · 13 citations · Full text

Improving generalization performance of electrocardiogram classification models

Hyeongrok Han, Seongjae Park, Seonwoo Min et al. · Physiological Measurement · 2023 · 10 citations · Full text

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