JICS

1. Data Efficient Image Classification for Retinal Disease Diagnosis

Honggu Kang, Huigyu Yang, Moonseong Kim, Hyunseung Choo, Vol. 25, No. 3, pp. 19-25, Jun. 2024

10.7472/jksii.2024.25.3.19
Keywords: Ocular disease diagnosis and classification, CFI, CNN, Deep Learning, Artificial intelligence

2. 3D Medical Image Data Augmentation for CT Image Segmentation

Seonghyeon Ko, Huigyu Yang, Moonseong Kim, Hyunseung Choo, Vol. 24, No. 4, pp. 85-92, Aug. 2023

10.7472/jksii.2023.24.4.85
Keywords: Rib fracture segmentation, data augmentation, Deep Learning, Artificial intelligence

3. Deep Prediction of Stock Prices with K-Means Clustered Data Augmentation

Kyounghoon Han, Huigyu Yang, Hyunseung Choo, Vol. 24, No. 2, pp. 67-74, Apr. 2023

10.7472/jksii.2023.24.2.67
Keywords: Stock Price Prediction, clustering, data augmentation, Deep Learning, Artificial intelligence

4. Enhancing Service Availability in Multi-Access Edge Computing with Deep Q-Learning

Lusungu Josh Mwasinga, Syed Muhammad Raza, Duc-Tai Le, Moonseong Kim, Hyunseung Choo, Vol. 24, No. 2, pp. 1-10, Apr. 2023

10.7472/jksii.2023.24.2.1
Keywords: Edge Computing, Service Mobility, Service Availability, Beyond 5G, Deep Reinforcement Learning

5. UDP Flow Entry Management for Software-Defined Networking

Hanhimnara Choi, Syed Muhammad Raza, Moonseong Kim, Hyunseung Choo, Vol. 22, No. 2, pp. 11-17, Apr. 2021

10.7472/jksii.2021.22.2.11
Keywords: Software-Defined Networking, OpenFlow, Flow table management

6. Mobility-Aware Service Migration (MASM) Algorithms for Multi-Access Edge Computing

Haziq Hamzah, Duc-Tai Le, Moonseong Kim, Hyunseung Choo, Vol. 21, No. 4, pp. 1-8, Aug. 2020

10.7472/jksii.2020.21.4.1
Keywords: Service migration, Multi-Access Edge Computing, High mobility, Edge Cloud, QoS