Digital Library

1. 141. A Research in Applying Big Data and Artificial Intelligence on Defense Metadata using Multi Repository Meta-Data Management (MRMM)
   Philip Wootaek Shin, Jinhee Lee, Jeongwoo Kim, Dongsun Shin, Youngsang Lee, Seung Ho Hwang, Vol. 21, No. 1, pp. 169-178, Feb. 2020
   10.7472/jksii.2020.21.1.169
   Keywords: National Defense, Metadata, Natural Language Processing, Standardized Dictionary, Metadata Management, Big data, Artificial intelligence, Machine Learning
2. 142. Layered Authoring of Cyber Warfare Training Scenario
   Uihyeon Song, Donghwa Kim, Myung Kil Ahn, Vol. 21, No. 1, pp. 191-199, Feb. 2020
   10.7472/jksii.2020.21.1.191
   Keywords: cyber warfare training, scenario authoring, scenario layer, database
3. 143. Feature-selection algorithm based on genetic algorithms using unstructured data for attack mail identification
   Sung-Sam Hong, Dong-Wook Kim, Myung-Mook Han, Vol. 20, No. 1, pp. 1-10, Feb. 2019
   10.7472/jksii.2019.20.1.01
   Keywords: Security, Unstructured Data, Intelligent Data Analysis, Feature selection, Attack Mail
4. 144. A MapReduce-Based Workflow BIG-Log Clustering Technique
   Min-Hyuck Jin, Kwanghoon Pio Kim, Vol. 20, No. 1, pp. 87-96, Feb. 2019
   10.7472/jksii.2019.20.1.87
   Keywords: workflow process mining, structured information control nets, workflow process enactment event logs, temporal workcase, temporal worktransference, XES event stream data format, Hadoop MapReduce Framework
5. 145. Short-Term Forecasting of Photovoltaic Power Generation Using TimesNet: A Method of Transforming 1D Time Series Data into 2D Features
   Jung-Hyun Yang, Sang-uk Park, Vol. 25, No. 6, pp. 9-21, Dec. 2024
   10.7472/jksii.2024.25.6.9
   Keywords: TimesNet, solar power generation prediction, short-term prediction, Time Series Data, Energy Management, dimension transformation
6. 146. 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. 147. A Study on the Korean Model for Smart Home Telehealth Service
   Hyo-kyung Kim, Chang-soo Kim, Vol. 25, No. 5, pp. 13-22, Oct. 2024
   10.7472/jksii.2024.25.5.13
   Keywords: Telehealth, Video Healthcare, Telemedicine, Smart Home, Chronic Disease, 5G, AI, Blockchain, Big data, Health Information, Healthcare Management, Prevention of Solitary Deaths
8. 148. FedGCD: Federated Learning Algorithm with GNN based Community Detection for Heterogeneous Data
   Wooseok Shin, Jitae Shin, Vol. 24, No. 6, pp. 1-11, Dec. 2023
   10.7472/jksii.2023.24.6.1
   Keywords: Federated learning, Non-IID, data heterogeneity, community detection, Graph Neural Networks
9. 149. Selection Criteria of Target Systems for Quality Management of National Defense Data
   Jiseong Son, Yun-Young Hwang, Vol. 24, No. 6, pp. 155-160, Dec. 2023
   10.7472/jksii.2023.24.6.155
   Keywords: National Defense Data, Data Quality Management, Key Target System, Criteria of Quality Management
10. 150. A Study on the Metadata Schema for the Collection of Sensor Data in Weapon Systems
    Jinyoung Kim, Hyoung-seop Shim, Jiseong Son, Yun-Young Hwang, Vol. 24, No. 6, pp. 161-169, Dec. 2023
    10.7472/jksii.2023.24.6.161
    Keywords: CBM+, Condition-Based Maintenance, Defence Data, Sensor data, Defence Big Data, Metadata