Digital Library

1. 1. A Study on Data Augmentation Methods for Improving the Performance of Machine Learning Models in Network Attack Detection
   Taesu Kim, Dongkyoo Shin, Dongil Shin, Vol. 26, No. 3, pp. 1-7, Jun. 2025
   10.7472/jksii.2025.26.3.1
   Keywords: Network intrusion detection, data augmentation
2. 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. 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. 4. A layered-wise data augmenting algorithm for small sampling data
   Hee-chan Cho, Jong-sub Moon, Vol. 20, No. 6, pp. 65-72, Dec. 2019
   10.7472/jksii.2019.20.6.65
   Keywords: Deep Learning, data augmentation, Eigen decomposition