Digital Library

1. 21. Development of Soccer Players' Playing Styles Classification Models Using Machine Learning
   Sanghoon Shin, Moohong Min, Vol. 27, No. 1, pp. 49-65, Feb. 2026
   10.7472/jksii.2026.27.1.49
   Keywords: Machine Learning, Soccer, Playing Styles, clustering, Classification Model
2. 22. A Process Event-Trace-Log Pattern-Clustering and Preprocessing Framework
   Kwanghoon Pio Kim, Vol. 26, No. 1, pp. 65-77, Feb. 2025
   10.7472/jksii.2025.26.1.65
   Keywords: Business Process Models, information control nets, Process Management Systems, Process Intelligence, Process Event-Trace-Log Dataset, Process Log-Dataset Preprocessing, Process Mining, Process Pattern-Clustering Approaches
3. 23. A Study on Multiple UAVs-based Divisive Hierarchical Clustering Scheme for Energy Efficiency and Uniform Latency in WSANs
   Xuan Zhang, Heejung Byun, Vol. 26, No. 1, pp. 1-7, Feb. 2025
   10.7472/jksii.2025.26.1.1
   Keywords: WSANs, divisive hierarchical clustering, K-means++, UAVs
4. 24. 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
5. 25. 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
6. 26. A Study on the Energy Usage Prediction and Energy Demand Shift Model to Increase Energy Efficiency
   JaeHwan Kim, SeMo Yang, KangYoon Lee, Vol. 24, No. 2, pp. 57-66, Apr. 2023
   10.7472/jksii.2023.24.2.57
   Keywords: Energy, Energy usage fee, LSTM, clustering, Time Series K-means, shift of demand
7. 27. Improved Parameter Inference for Low-Cost 3D LiDAR-Based Object Detection on Clustering Algorithms
   Da-hyeon Kim, Jun-ho Ahn, Vol. 23, No. 6, pp. 71-78, Dec. 2022
   10.7472/jksii.2022.23.6.71
   Keywords: 3D LiDAR, clustering, Object Detection, Fusion camera, Hyper-parameter
8. 28. Opera Clustering: K-means on librettos datasets
   Harim Jeong, Joo Hun Yoo, Vol. 23, No. 2, pp. 45-52, Apr. 2022
   10.7472/jksii.2022.23.2.45
   Keywords: Music Analysis, music information retrieval, Natural Language Processing, Embedding, Classification, K-Means Clustering
9. 29. A Case Study: Unsupervised Approach for Tourist Profile Analysis by K-means Clustering in Turkey
   Mustafa Eren Yildirim, Murat Kaya, Ibrahim FurkanInce, Vol. 23, No. 1, pp. 11-17, Feb. 2022
   10.7472/jksii.2022.23.1.11
   Keywords: Tourist Profile Analysis, Unsupervised Approach, K-Means Clustering, Data Mining.
10. 30. COVID-19 Risk Analytics and Safe Activity Assistant Systemwith Machine Learning Algorithms
    DoYeong Jeon, Myeong Ho Song, Soo Dong Kim, Vol. 22, No. 1, pp. 65-77, Feb. 2021
    10.7472/jksii.2021.22.1.65
    Keywords: COVID-19, Machine Learning, clustering, Risk Analytics, Safe Activity Assistance