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1. Extracting the hierarchical learning elements for the ‘Algorithms and Programming’ Area of the 2022 Revised Secondary Informatics Curriculum

JaMee Kim, Vol. 25, No. 2, pp. 123-132, Apr. 2024
10.7472/jksii.2024.25.2.123
Keywords: 2022 Revised Secondary Curriculum, Informatics, Algorithms and Programming, Learning Elements
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. Unsupervised Learning-Based Threat Detection System Using Radio Frequency Signal Characteristic Data

Dae-kyeong Park, Woo-jin Lee, Byeong-jin Kim, Jae-yeon Lee, Vol. 25, No. 1, pp. 147-155, Feb. 2024
10.7472/jksii.2024.25.1.147
Keywords: Unmanned Aerial Vehicle, Radio Frequency, Signal Characteristic, Threat Detection, Unsupervised learning, Drone
4. 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
5. Detection Fastener Defect using Semi Supervised Learning and Transfer Learning

Sangmin Lee, Seokmin Han, Vol. 24, No. 6, pp. 91-98, Dec. 2023
10.7472/jksii.2023.24.6.91
Keywords: Fastener, semi-supervised, Pretrained, Cost
6. Demand Forecasting Model for Bike Relocation of Sharing Stations

Yoosin Kim, Vol. 24, No. 5, pp. 107-120, Oct. 2023
10.7472/jksii.2023.24.5.107
Keywords: Bike Sharing, relocation, demand forecasting, Machine Learning
7. 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
8. Advances and Issues in Federated Learning Open Platforms: A Systematic Comparison and Analysis

JinSoo Kim, SeMo Yang, KangYoon Lee, KwangKee Lee, Vol. 24, No. 4, pp. 1-13, Aug. 2023
10.7472/jksii.2023.24.4.1
Keywords: Federated learning, Distributed Learning, FL Framework, Open Source
9. A Method for Region-Specific Anomaly Detection on Patch-wise Segmented PA Chest Radiograph

Hyun-bin Kim, Jun-Chul Chun, Vol. 24, No. 1, pp. 49-59, Feb. 2023
10.7472/jksii.2023.24.1.49
Keywords: Anomaly Detection, Chest Radiograph, computer vision, Semi-supervised learning, Image Feature Modeling
10. A Study on the Effect of Characteristics of Online Streaming Course on Learning Satisfaction and Recommendation Intention

LiuCun Zhu, HuiJun Yang, Xuejin Jiang, HaSung Hwang, Vol. 23, No. 5, pp. 59-68, Oct. 2022
10.7472/jksii.2022.23.5.59
Keywords: Online streaming class, Learning Satisfaction, Interest, interactivity, Social presence

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