Digital Library

1. 1. A Study on Anomaly Detection Method for Ship Induction Motors Using Current Signals
   Sang-Jae Yeo, Zoo-Ho Son, Jee-Yeon Jeon, Hyung-Taek Kim, Vol. 26, No. 2, pp. 43-50, Apr. 2025
   10.7472/jksii.2025.26.2.43
   Keywords: Anomaly Detection, Machine Learning, Current signal, Induction motor, Statistical distance
2. 2. Classification Model Development and Critical Factors Analysis of VPN and Non-VPN Traffic
   Namgeon Kim, Seo-Hyeon Kim, Sanghoon Jeon, Vol. 26, No. 2, pp. 1-10, Apr. 2025
   10.7472/jksii.2025.26.2.1
   Keywords: VPN, NoN-VPN, Network Traffic Classification, Machine Learning Models, Feature Importance Analysis
3. 3. Explosive Classification and Algorithm Performance Comparison Based on IMS Data in Port Containers
   Hyung-Tak Ju, Sae-Yong Park, Sung-Yoon Cho, Ki-Won Kwon, Tae-Ho Im, Vol. 26, No. 1, pp. 35-44, Feb. 2025
   10.7472/jksii.2025.26.1.35
   Keywords: explosive classification, Time series Classification, Machine Learning
4. 4. 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
5. 5. 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
6. 6. Generating Data and Applying Machine Learning Methods for Music Genre Classification
   Bit-Chan Eom, Dong-Hwi Cho, Choon-Sung Nam, Vol. 25, No. 4, pp. 57-64, Aug. 2024
   10.7472/jksii.2024.25.4.57
   Keywords: Music genre classification, Machine Learning, Music feature extraction, GTZAN, Support Vector Machine
7. 7. A Study on Machine Learning-Based Real-Time Gesture Classification Using EMG Data
   Ha-Je Park, Hee-Young Yang, So-Jin Choi, Dae-Yeon Kim, Choon-Sung Nam, Vol. 25, No. 2, pp. 57-67, Apr. 2024
   10.7472/jksii.2024.25.2.57
   Keywords: EMG, Machine Learning, Real time gestuer classification, EMG data preprocessing
8. 8. Research of PPI prediction model based on POST-TAVR ECG
   InSeo Song, SeMo Yang, KangYoon Lee, Vol. 25, No. 2, pp. 29-38, Apr. 2024
   10.7472/jksii.2024.25.2.29
   Keywords: Machine Learning, Transcatheter Aortic Valve Replacement(TAVR), Permanent Pacemaker Implantation(PPI)
9. 9. Research on BGP dataset analysis and CyCOP visualization methods
   Jae-yeong Jeong, Kook-jin Kim, Han-sol Park, Ji-soo Jang, Dong-il Shin, Dong-kyoo Shin, Vol. 25, No. 1, pp. 177-188, Feb. 2024
   10.7472/jksii.2024.25.1.177
   Keywords: BGP, CyCOP Framework, Machine Learning, Cyber 3 Layer, Anomaly Detection
10. 10. A Machine Learning-based Popularity Prediction Model for YouTube Mukbang Content
    Beomgeun Seo, Hanjun Lee, Vol. 24, No. 6, pp. 49-55, Dec. 2023
    10.7472/jksii.2023.24.6.49
    Keywords: Machine Learning, YouTube, Mukbang, Popularity Prediction, Predictive model