Concepedia

Yong-Hyuk Kim

YK

48

Publications

1.6K

Citations

19

H-Index

2000

Active since

Affiliations

Kwangwoon University(Current)

Seoul National University

Gachon University

LG (South Korea)

Yong-Hyuk Kim is an author at Kwangwoon University specializing in engineering, data science, and combinatorial optimization.

Top concepts

EngineeringData ScienceCombinatorial OptimizationComputer ScienceMachine LearningForecastingMeteorologySystems EngineeringGraph TheoryMathematical Programming

Publications per year

2000–2024

48

Publications

48

An Efficient Genetic Algorithm for Maximum Coverage Deployment in Wireless Sensor Networks

Yourim Yoon, Yong-Hyuk Kim · IEEE Transactions on Cybernetics · 2013 · 337 citations

Sensor Networks, Topology Control, Engineering +14

Application of machine learning to an early warning system for very short-term heavy rainfall

Seung‐Hyun Moon, Yong-Hyuk Kim, Yong Hee Lee et al. · Journal of Hydrology · 2018 · 101 citations

Meteorology, Engineering, Machine Learning +10

Genetic approaches for graph partitioning

Jin Kim, Inwook Hwang, Yong-Hyuk Kim et al. · 2011 · 84 citations

Cluster Computing, Network Science, Graph Theory +14

Machine-Learning Approach to Optimize SMOTE Ratio in Class Imbalance Dataset for Intrusion Detection

Jae-Hyun Seo, Yong-Hyuk Kim · Computational Intelligence and Neuroscience · 2018 · 81 citations · Full text

Data Classification, Anomaly Detection, Machine Learning +15

Feature Selection for Very Short-Term Heavy Rainfall Prediction Using Evolutionary Computation

Jae-Hyun Seo, Yong Hee Lee, Yong-Hyuk Kim · Advances in Meteorology · 2014 · 67 citations · Full text

Engineering, Machine Learning, Feature Selection +18

Rows per page

1–5 of 48