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Search: "[ keyword: Data ]" (171)

121. 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
122. 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
123. Damage Detection and Damage Quantification of Temporary works Equipment based on Explainable Artificial Intelligence (XAI)

Cheolhee Lee, Taehoe Koo, Namwook Park, Nakhoon Lim, Vol. 25, No. 2, pp. 11-19, Apr. 2024
10.7472/jksii.2024.25.2.11
Keywords: Temporary workequipment, explainable artificial intelligence (XAI), image processing technology, Labeling Data
124. 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
125. 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
126. 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
127. 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
128. FedGCD: Federated Learning Algorithm with GNN based Community Detection for Heterogeneous Data

Wooseok Shin, Jitae Shin, Vol. 24, No. 6, pp. 1-11, Dec. 2023
10.7472/jksii.2023.24.6.1
Keywords: Federated learning, Non-IID, data heterogeneity, community detection, Graph Neural Networks
129. Where and Why? A Novel Approach for Prioritizing Implementation Points of Public CCTVs using Urban Big Data

Ji Hye Park, Daehwan Kim, Keon Chul Park, Vol. 24, No. 5, pp. 97-106, Oct. 2023
10.7472/jksii.2023.24.5.97
Keywords: CCTV; Priority Regions; Public Data; Spatial Analysis; Seoul Metropolitan City
130. 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

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