Digital Library

1. 21. Indoor Space Recognition using Super-pixel and DNN
   Kisang Kim, Hyung-Il Choi, Vol. 19, No. 3, pp. 43-48, Jun. 2018
   10.7472/jksii.2018.19.3.43
   Keywords: Deep Learning, Super-pixel, Indoor-space recognition
2. 22. Enhanced DDoS Detection via Traffic Volume-based Labeling and Transfer learning
   Hyunjun Park, Insup Lee, Vol. 26, No. 4, pp. 1-8, Aug. 2025
   10.7472/jksii.2025.26.4.1
   Keywords: ddos detection, Deep Learning, Transfer Learning, traffic volume-based labeling
3. 23. Deep Learning Model to Calculate Spectral Power Distribution (SPD) of Natural Light using Satellite Image
   Seung-Teak Oh, Ji-Young Lee, Yang-Soo Kim, Jae-Hyun Lim, Vol. 26, No. 3, pp. 75-82, Jun. 2025
   10.7472/jksii.2025.26.3.75
   Keywords: satellite image, Natrual Light, Spectral Power Distribution (SPD), Deep Learning, CCT
4. 24. A Study on the Estimation and Interpretation of Force Direction in Distorted Fingerprints Using Deep Learning
   WonJun Choi, JeSeol Yu, Vol. 26, No. 2, pp. 51-60, Apr. 2025
   10.7472/jksii.2025.26.2.51
   Keywords: forensic, scientific ciriminal investigation, activity level, Fingerprint, Deep Learning
5. 25. Research on DNS DRDoS Detection Methods Using CNN
   Hoon Shin, Jaeyeong Jeong, Kyu-min Cho, Jae-il Lee, Dong-kyoo Shin, Vol. 25, No. 6, pp. 131-145, Dec. 2024
   10.7472/jksii.2024.25.6.131
   Keywords: AI Security, Artificial intelligence, Machine Learning, Deep Learning, CNN, DDoS, DrDoS, image processing, Image Classification
6. 26. Researching the Application of Transformer Models for Green Hydrogen Energy Forecasting
   Na-yeon An, Sang-uk Park, Vol. 25, No. 6, pp. 23-36, Dec. 2024
   10.7472/jksii.2024.25.6.23
   Keywords: Transformer, Deep Learning, Machine Learning, AI, Hydrogen Energy, Solar energy
7. 27. Review of medical imaging systems, medical imaging data problems, and XAI in the medical imaging field
   Sun-Kuk Noh, Vol. 25, No. 5, pp. 53-65, Oct. 2024
   10.7472/jksii.2024.25.5.53
   Keywords: Artificial Intelligence (AI), Deep learning (DL), Medical imaging equipment, medical image data, Picture Archiving and Communication System (PACS), explainable artificial intelligence (XAI)
8. 28. Comparative Study of User Reactions in OTT Service Platforms Using Text Mining
   Soonchan Kwon, Jieun Kim, Beakcheol Jang, Vol. 25, No. 3, pp. 43-54, Jun. 2024
   10.7472/jksii.2024.25.3.43
   Keywords: OTT Services, Machine Learning, Text Mining, topic modeling, BERTopic, Deep Learning
9. 29. 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
10. 30. 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