JICS

1. 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

2. Effective Adversarial Training by Adaptive Selection of Loss Function in Federated Learning

Suchul Lee, Vol. 25, No. 2, pp. 1-9, Apr. 2024

10.7472/jksii.2024.25.2.1
Keywords: Federated learning, adversarial attacks, adversarial training, trade-off relationship

3. Optimizing Language Models through Dataset-Specific Post-Training: A Focus on Financial Sentiment Analysis

Hui Do Jung, Jae Heon Kim, Beakcheol Jang, Vol. 25, No. 1, pp. 57-67, Feb. 2024

10.7472/jksii.2024.25.1.57
Keywords: BERT, FinBERT, Financial Sentiment Analysis, post-training, Pre-training Dataset

4. A Methodology for Making Military Surveillance System to be Intelligent Applied by AI Model

Changhee Han, Halim Ku, Pokki Park, Vol. 24, No. 4, pp. 57-64, Aug. 2023

10.7472/jksii.2023.24.4.57
Keywords: Artificial Intelligence System, object tracking, Surveillance system, Machine Learning/Training, User Interface

5. Effectiveness Analysis and Utilization of Game System for Military Education and Training

Heungsoon Park, Yunho Lee, Vol. 23, No. 1, pp. 95-103, Feb. 2022

10.7472/jksii.2022.23.1.95
Keywords: National Defense, Smart defense, Military education and training, Game, LVCG, VR, AR, XR, Metaverse

6. 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

7. The Metaverse and Video Games: Merging Media to Improve Soft Skills Training

Edward Shin, Jang Hyun Kim, Vol. 23, No. 1, pp. 69-76, Feb. 2022

10.7472/jksii.2022.23.1.69
Keywords: Metaverse, Game Design, Soft Skills, Training

8. A Study on Establishment of Safety Training Center Based on Virtual Reality and Augmented Reality Technology for Military Safety and Suicide Accident Prevention

Sung-oh Choi, Yong-sik Min, Sung-Il Kim, Jong-geun Ghoi, Vol. 21, No. 2, pp. 139-148, Apr. 2020

10.7472/jksii.2020.21.2.139
Keywords: Virtual reality, Augmented Reality, Safety Accident Prevention, Hands-on training, Military accident, Suicide prevention

9. 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

10. 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

Digital Library

Templates

Category Search

Publications