Concepedia

Author

HyunGi Kim

Seoul National UniversityORCID

Also Known As

HyunGi Kim, Kim, HyunGi

12

Publications

141

Citations

5

H-Index

14

Concepts

All Affiliations

Seoul National UniversitySeoul National University of Science and TechnologyLG (South Korea)
HK

About

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

Top Concepts

#ConceptH-IndexPublicationsCitations

1

Engineering

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2

Data Science

1

1

20

3

Computer Vision

1

1

20

4

Data Mining

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1

20

5

Image Analysis

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1

20

HyunGi Kim

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4

Publications

125

Citations

4

H-Index

YearCitations

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

Jongseon Kim, Hyungjoon Kim, HyunGi Kim,

Artificial Intelligence Review

2025

82

Contrastive Time-Series Anomaly Detection

HyunGi Kim, Siwon Kim, Seonwoo Min,

IEEE Transactions on Knowledge and Data Engineering

2023

20

Protein transfer learning improves identification of heat shock protein families

Seonwoo Min, HyunGi Kim, Byunghan Lee,

PLoS ONE

2021

13

Improving generalization performance of electrocardiogram classification models

Hyeongrok Han, Seongjae Park, Seonwoo Min,

Physiological Measurement

2023

10

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