Wooseong Kim

1D CNN based network intrusion detection with normalization on imbalanced data

Azizjon Meliboev, Jumabek Alikhanov, Wooseong Kim · 2020 · 212 citations

Convolutional Neural Network, Anomaly Detection, Machine Learning +18

A Survey of Video Surveillance Systems in Smart City

Yanjinlkham Myagmar-Ochir, Wooseong Kim · Electronics · 2023 · 95 citations · Full text

Image Analysis, Machine Vision, Engineering +15

End-to-end protocols for Cognitive Radio Ad Hoc Networks: An evaluation study

Marco Di Felice, Kaushik Chowdhury, Wooseong Kim et al. · Performance Evaluation · 2010 · 92 citations

Cognitive Radio Resource Management, Engineering, End-to-end Protocols +7

Hyperparameter Optimization for 1D-CNN-Based Network Intrusion Detection Using GA and PSO

Dusmurod Kilichev, Wooseong Kim · Mathematics · 2023 · 75 citations · Full text

Search Optimization, Hyperparameter Optimization, Convolutional Neural Network +12

Performance Evaluation of Deep Learning Based Network Intrusion Detection System across Multiple Balanced and Imbalanced Datasets

Azizjon Meliboev, Jumabek Alikhanov, Wooseong Kim · Electronics · 2022 · 73 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +13