Digital Library

1. 51. Hybrid in-memory storage for cloud infrastructure
   Dae Won Kim, Sun Wook Kim, Soo Cheol Oh, Vol. 22, No. 5, pp. 57-67, Oct. 2021
   10.7472/jksii.2021.22.5.57
   Keywords: Cloud computing, hybrid in-memory, Virtual Machine, Container
2. 52. Development of a Hybrid Deep-Learning Model for the Human Activity Recognition based on the Wristband Accelerometer Signals
   Seungmin Jeong, Dongik Oh, Vol. 22, No. 3, pp. 9-16, Jun. 2021
   10.7472/jksii.2021.22.3.9
   Keywords: Activities of Daily Living, Human Activity Recognition, Smartwatch, Accelerometer, Machine Learning, Activity Classification, feature extraction, feature reduction
3. 53. 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
4. 54. A Noise-Tolerant Hierarchical Image Classification System based on Autoencoder Models
   Jong-kwan Lee, Vol. 22, No. 1, pp. 23-30, Feb. 2021
   10.7472/jksii.2021.22.1.23
   Keywords: Image Classification, Deep Learning, Machine Learning, Autoencoder, noise
5. 55. A study on evaluation method of NIDS datasets in closed military network
   Yong-bin Park, Sung-uk Shin, In-sup Lee, Vol. 21, No. 2, pp. 121-130, Apr. 2020
   10.7472/jksii.2020.21.2.121
   Keywords: dataset, Network intrusion detection system, Data evaluation, Machine Learning
6. 56. A Methodology of Decision Making Condition-based Data Modeling for Constructing AI Staff
   Changhee Han, Kyuyong Shin, Sunghun Choi, Sangwoo Moon, Chihoon Lee, Jong-kwan Lee, Vol. 21, No. 1, pp. 237-246, Feb. 2020
   10.7472/jksii.2020.21.1.237
   Keywords: Command&Control, decision-making, Artificial Intelligence System, C4I, Machine Learning & Training
7. 57. 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
8. 58. A Study on the Problems and Alternatives of Virtual Thread in Mass Emergency Alert Messaging Systems
   Dong-il Cho, Vol. 26, No. 5, pp. 95-102, Oct. 2025
   10.7472/jksii.2025.26.5.95
   Keywords: Emergency Alerting System, messaging system, Virtual Thread, Virtual Thread Hang, multi-threading, Java Virtual Machine
9. 59. A Study on Machine Learning-Based UWB Distance Measurement Correction: An XGBoost Approach for NLOS Classification and Filtering
   SuJin Baek, Vol. 26, No. 5, pp. 49-56, Oct. 2025
   10.7472/jksii.2025.26.5.49
   Keywords: UWB, NLOS(Non-line-of-sight), Indoor Positioning, XGBoost algorithm, Machine Learning, trilateration
10. 60. 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