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Search : "[ author: Minhae Kwon ]" (17)

DTMC-Based Epidemic Model for Hidden Patients Estimation: Using COVID-19 Dataset of the Republic of Korea

Sujin Ahn Minhae Kwon
Vol. 47, No. 10, pp. 1586-1597, Oct. 2022

10.7840/kics.2022.47.10.1586

Compartmental models

Latent state estimation

Network Anomaly Detection System Using Hidden Layer Information of Autoencoder

Miru Kim Hyoseon Kye Minhae Kwon
Vol. 47, No. 9, pp. 1310-1321, Sep. 2022

10.7840/kics.2022.47.9.1310

Network intrusion detection system

Anomaly Detection

Dimensionality Reduction

Q-learning Based Ad-Hoc Network Formation Strategy for Wireless Nodes with Random Mobility Models

Nayoung Kim Minhae Kwon Hyunggon Park
Vol. 46, No. 11, pp. 1834-1845, Nov. 2021

10.7840/kics.2021.46.11.1834

Combating Stop-and-Go Wave Problem at a Ring Road Using Deep Reinforcement Learning Based Autonomous Vehicles

Dongsu Lee Minhae Kwon
Vol. 46, No. 10, pp. 1667-1682, Oct. 2021

10.7840/kics.2021.46.10.1667

PCA-Based Low-Complexity Anomaly Detection

Hyoseon Kye Minhae Kwon
Vol. 46, No. 6, pp. 941-955, Jun. 2021

10.7840/kics.2021.46.6.941

Deep Reinforcement Learning for Mode Optimization in RF-Powered Backscatter Cognitive Radio Networks

Shanai Wu Minhae Kwon Jin Young Kim Yoan Shin
Vol. 46, No. 2, pp. 246-256, Feb. 2021

10.7840/kics.2021.46.2.246

Compressed Sensing Based Low Power Data Transmission Systems in Mobile Sensor Networks

Jiyeon Hong Jungmin Kwon Minhae Kwon Hyunggon Park
Vol. 41, No. 11, pp. 1589-1597, Nov. 2016

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