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1. Research on Metadata Schema for Data Exchange between Smart Housing Fire Service and Smart City Integration Platform

Dae-Kug Lee, Dae-Gyu Lee, Hyun-Kook Kahng, Choong-Ho Cho, Vol. 25, No. 2, pp. 113-122, Apr. 2024
10.7472/jksii.2024.25.2.113
Keywords: Smart City, Smart Housing, Smart Home, Platform, Metadata, Data Exchange
2. A Study on Machine Learning-Based Real-Time Gesture Classification Using EMG Data

Ha-Je Park, Hee-Young Yang, So-Jin Choi, Dae-Yeon Kim, Choon-Sung Nam, Vol. 25, No. 2, pp. 57-67, Apr. 2024
10.7472/jksii.2024.25.2.57
Keywords: EMG, Machine Learning, Real time gestuer classification, EMG data preprocessing
3. Proposal of Standardization Plan for Defense Unstructured Datasets based on Unstructured Dataset Standard Format

Yun-Young Hwang, Jiseong Son, Vol. 25, No. 1, pp. 189-198, Feb. 2024
10.7472/jksii.2024.25.1.189
Keywords: dataset, Unstructured Dataset, Data Standardization, Data Standard Format
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. 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
6. 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
7. 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
8. 3D Medical Image Data Augmentation for CT Image Segmentation

Seonghyeon Ko, Huigyu Yang, Moonseong Kim, Hyunseung Choo, Vol. 24, No. 4, pp. 85-92, Aug. 2023
10.7472/jksii.2023.24.4.85
Keywords: Rib fracture segmentation, data augmentation, Deep Learning, Artificial intelligence
9. Deep Prediction of Stock Prices with K-Means Clustered Data Augmentation

Kyounghoon Han, Huigyu Yang, Hyunseung Choo, Vol. 24, No. 2, pp. 67-74, Apr. 2023
10.7472/jksii.2023.24.2.67
Keywords: Stock Price Prediction, clustering, data augmentation, Deep Learning, Artificial intelligence
10. A Comparative Study on the Social Awareness of Metaverse in Korea and China: Using Big Data Analysis

Ki-youn Kim, Vol. 24, No. 1, pp. 71-86, Feb. 2023
10.7472/jksii.2023.24.1.71
Keywords: Metaverse, Social Awareness, Big data, Semantic Network, CONCOR, Text Mining, Comparative Study

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