Digital Library

1. 21. An Improved Image Classification Using Batch Normalization and CNN
   Myunggeun Ji, Junchul Chun, Namgi Kim, Vol. 19, No. 3, pp. 35-42, Jun. 2018
   10.7472/jksii.2018.19.3.35
   Keywords: Batch Normalization, Convolutional Neural Network, Image Classification, Deep Learning
2. 22. 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
3. 23. TempoRL: Reinforcement Learning-Based Temporal-Aware Scheduling for Intra-Layer CPU–GPU Co-Execution for Faster Inferencing
   Sharmen Akhter, Eui-Nam Huh, Vol. 27, No. 1, pp. 121-131, Feb. 2026
   10.7472/jksii.2025.27.1.121
   Keywords: Deep Learning, heterogeneous computing, CPU-GPU scheduling, Reinforcement Learning, inference optimization
4. 24. Malware Image Classification with Dilated Convolution and Channel Attention in ConvNeXt-Tiny
   Joon-soo Shim, Chan-ho Lee, Jong-geun Choi, Hyuk-jin Kwon, Vol. 27, No. 1, pp. 27-38, Feb. 2026
   10.7472/jksii.2026.27.1.27
   Keywords: Malware classification, Transfer Learning, Deep Learning, ConvNeXt, Dilated Convolution, channel attention, Low-label Learning, Image-based Malware Detection, Generalization performance, cybersecurity
5. 25. Efficient Facial Feature Classification for Makeup-Robust Recognition (EFFC)
   Su-Rak Son, Yi-Na Jeong, Vol. 26, No. 6, pp. 43-50, Dec. 2025
   10.7472/jksii.2025.26.6.43
   Keywords: Deep Learning, CNN, Facial Recognition, facial feature classification
6. 26. 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
7. 27. 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
8. 28. 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
9. 29. 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
10. 30. 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