JICS

1. 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

2. Multi-Variate Tabular Data Processing and Visualization Scheme for Machine Learning based Analysis: A Case Study using Titanic Dataset

Juhyoung Sung, Kiwon Kwon, Kyoungwon Park, Byoungchul Song, Vol. 25, No. 4, pp. 121-130, Aug. 2024

10.7472/jksii.2024.25.4.121
Keywords: data processing, Data visualization, Kaggle, Machine Learning, statistical analysis, Tabular data, Titanic dataset

3. 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

4. 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

5. 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

6. 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

7. 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

8. 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

9. 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

10. 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

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