Digital Library

1. 151. Machine Learning-based hydrogen charging station energy demand prediction model
   MinWoo Hwang, Yerim Ha, Sanguk Park, Vol. 24, No. 2, pp. 47-56, Apr. 2023
   10.7472/jksii.2023.24.2.47
   Keywords: Smart hydrogen energy, carbon neutrality, energy demand forecasting, Machine Learning, hydrogen charging station
2. 152. 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
3. 153. Personal Driving Style based ADAS Customization using Machine Learning for Public Driving Safety
   Giyoung Hwang, Dongjun Jung, Yunyeong Goh, Jong-Moon Chung, Vol. 24, No. 1, pp. 39-47, Feb. 2023
   10.7472/jksii.2023.24.1.39
   Keywords: autonomous vehicles, ADAS, Machine Learning, SVM, LSTM, GRU, Public Driving Safety
4. 154. A Method for Region-Specific Anomaly Detection on Patch-wise Segmented PA Chest Radiograph
   Hyun-bin Kim, Jun-Chul Chun, Vol. 24, No. 1, pp. 49-59, Feb. 2023
   10.7472/jksii.2023.24.1.49
   Keywords: Anomaly Detection, Chest Radiograph, computer vision, Semi-supervised learning, Image Feature Modeling
5. 155. A Study on Machine Learning-Based UWB Distance Measurement Correction: An XGBoost Approach for NLOS Classification and Filtering
   SuJin Baek, Vol. 26, No. 5, pp. 49-56, Oct. 2025
   10.7472/jksii.2025.26.5.49
   Keywords: UWB, NLOS(Non-line-of-sight), Indoor Positioning, XGBoost algorithm, Machine Learning, trilateration
6. 156. Respiratory Anomaly Detection using Multi Feature Learning with Various Audio Spectrograms
   Gyurin Byun, Huigyu Yang, Hyunseung Choo, Vol. 26, No. 5, pp. 75-81, Oct. 2025
   10.7472/jksii.2025.26.5.75
   Keywords: Respiratory sound classification, Temporal Convolutional Network (TCN), Multi-spectral fusion, Deep time-series learning
7. 157. 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
8. 158. Cybersecurity Job Market Analysis Using Online Recruitment Information
   Da-in Choi, Moohong Min, Vol. 26, No. 3, pp. 99-109, Jun. 2025
   10.7472/jksii.2025.26.3.99
   Keywords: cybersecurity, Cybersecurity Workforce, Job Analysis, Unsupervised learning, topic modeling
9. 159. Common Model Federated Training-Inference Method for Accelerating Real-Virtual Synchronization of Digital Twins
   Younghwan Jeong, Taemin Hwang, Won-gi Choi, Jinyoung Lee, Seolyoung Park, Sangshin Lee, Vol. 26, No. 3, pp. 83-97, Jun. 2025
   10.7472/jksii.2025.26.3.83
   Keywords: Digital Twin, Federated learning, similarity search, object tracking, system optimization
10. 160. 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