Digital Library

1. 131. A Lightweight Software-Defined Routing Scheme for 5G URLLC in Bottleneck Networks
   Sa Math, Prohim Tam, Seokhoon Kim, Vol. 23, No. 2, pp. 1-7, Apr. 2022
   10.7472/jksii.2022.23.2.1
   Keywords: Internet of Things, Quality of Service, Machine Learning, Mobile Edge Computing, Software-Defined Networking
2. 132. A Methodology of AI Learning Model Construction for Intelligent Coastal Surveillance
   Changhee Han, Jong-Hwan Kim, Jinho Cha, Jongkwan Lee, Yunyoung Jung, Jinseon Park, Youngtaek Kim, Youngchan Kim, Jeeseung Ha, Kanguk Lee, Yoonsung Kim, Sungwan Bang, Vol. 23, No. 1, pp. 77-86, Feb. 2022
   10.7472/jksii.2022.23.1.77
   Keywords: Command Control, Surveillance, Artificial intelligence, C4I, Machine Learning & Training, Radar
3. 133. 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
4. 134. 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. 135. Research on improving unknown track reading by applying Multimodal Model
   Yong-seok Lee, Hyuk-jin Kwon, Vol. 25, No. 6, pp. 155-162, Dec. 2024
   10.7472/jksii.2024.25.6.155
   Keywords: AI, Multimodal, deeplearning, Computervisoin, Drone(UAV)
6. 136. 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)
7. 137. Reinforced Generator GAN Model for Tabular Data Learning
   Chan-sik Sung, Joon-sik Lim, Vol. 25, No. 5, pp. 121-130, Oct. 2024
   10.7472/jksii.2024.25.5.121
   Keywords: Reinforced Generator, Gower coefficients, mutual information, Clustering sampling, Tabular Data Learning
8. 138. Multi-dimensional Contextual Conditions-driven Mutually Exclusive Learning for Explainable AI in Decision-Making
   Hyun Jung Lee, Vol. 25, No. 4, pp. 7-21, Aug. 2024
   10.7472/jksii.2024.25.4.7
   Keywords: Mutually Exclusive Learning, Multi-dimensional Contextual Conditions, Explainable AI (XAI), Mutually Exclusive Decision-Making
9. 139. Federated learning-based client training acceleration method for personalized digital twins
   YoungHwan Jeong, Won-gi Choi, Hyoseon Kye, JeeHyeong Kim, Min-hwan Song, Sang-shin Lee, Vol. 25, No. 4, pp. 23-37, Aug. 2024
   10.7472/jksii.2024.25.4.23
   Keywords: Digital Twin, Federated learning, Vector database, training optimization, Privacy, similarity search
10. 140. 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