Digital Library

1. 1. Development and Testing of a Web Platform for Heterogeneous Cluster-Based HPC Simulation
   Ye-jin Kwon, Young-bom Park, Jeong-cheol Lee, Vol. 26, No. 2, pp. 11-21, Apr. 2025
   10.7472/jksii.2025.26.2.11
   Keywords: HPC Simulation, Heterogeneous Cluster, Slurm, Kubernetes, Container Image, EDISON Platform
2. 2. 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. 3. 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
4. 4. 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
5. 5. 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
6. 6. 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
7. 7. Temporal Analysis of Opinion Manipulation Tactics in Online Communities
   Sihyung Lee, Vol. 21, No. 3, pp. 29-39, Jun. 2020
   10.7472/jksii.2020.21.3.29
   Keywords: Opinion Manipulation, online communities, Temporal Analysis, clustering
8. 8. The attacker group feature extraction framework : Authorship Clustering based on Genetic Algorithm for Malware Authorship Group Identification
   Gun-Yoon Shin, Dong-Wook Kim, Myung-Mook Han, Vol. 21, No. 2, pp. 1-8, Apr. 2020
   10.7472/jksii.2020.21.2.1
   Keywords: Authorship Attribution, Attacker Group, genetic algorithm, Malware, Authorship Clustering
9. 9. An Efficient BotNet Detection Scheme Exploiting Word2Vec and Accelerated Hierarchical Density-based Clustering
   Taeil Lee, Kwanhyun Kim, Jihyun Lee, Suchul Lee, Vol. 20, No. 6, pp. 11-20, Dec. 2019
   10.7472/jksii.2019.20.6.11
   Keywords: Botnet Detection, Word2vec, clustering, Skip-gram
10. 10. Representative Labels Selection Technique for Document Cluster using WordNet
    Tae-Hoon Kim, Mye Sohn, Vol. 18, No. 2, pp. 61-74, Apr. 2017
    10.7472/jksii.2017.18.2.61
    Keywords: Documents Cluster Labeling, Information content, WordNet, Similarity Calculation