Digital Library

1. 151. Short-Term Forecasting of Photovoltaic Power Generation Using TimesNet: A Method of Transforming 1D Time Series Data into 2D Features
   Jung-Hyun Yang, Sang-uk Park, Vol. 25, No. 6, pp. 9-21, Dec. 2024
   10.7472/jksii.2024.25.6.9
   Keywords: TimesNet, solar power generation prediction, short-term prediction, Time Series Data, Energy Management, dimension transformation
2. 152. Analyzing Research Themes and Trends in Living Lab Studies: An Exploratory Approach Using LDA Topic Modeling and Semantic Network Analysis
   Ki-youn Kim, Vol. 25, No. 5, pp. 171-182, Oct. 2024
   10.7472/jksii.2024.25.5.171
   Keywords: Living Lab, Research Trends, LDA Topic Modeling, Semantic Network Analysis, Text Mining, Unstructured Data
3. 153. Study on the method for interoperability of AI model to improve usability of artificial intelligence models in agricultural field
   Jung-Ho Um, Juseop Kim, Hwan Suk Cheong, Vol. 25, No. 5, pp. 153-161, Oct. 2024
   10.7472/jksii.2024.25.5.153
   Keywords: agricultural data, Artificial intelligence, ONNX, interoperability, Data service
4. 154. 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
5. 155. Review of medical imaging systems, medical imaging data problems, and XAI in the medical imaging field
   Sun-Kuk Noh, Vol. 25, No. 5, pp. 53-65, Oct. 2024
   10.7472/jksii.2024.25.5.53
   Keywords: Artificial Intelligence (AI), Deep learning (DL), Medical imaging equipment, medical image data, Picture Archiving and Communication System (PACS), explainable artificial intelligence (XAI)
6. 156. A Study on the Korean Model for Smart Home Telehealth Service
   Hyo-kyung Kim, Chang-soo Kim, Vol. 25, No. 5, pp. 13-22, Oct. 2024
   10.7472/jksii.2024.25.5.13
   Keywords: Telehealth, Video Healthcare, Telemedicine, Smart Home, Chronic Disease, 5G, AI, Blockchain, Big data, Health Information, Healthcare Management, Prevention of Solitary Deaths
7. 157. 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
8. 158. 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
9. 159. Comparative Evaluation of Data Processing Performance between MySQL and Redis
   Hyeok Bang, Seo-Hyeon Kim, Sanghoon Jeon, Vol. 25, No. 3, pp. 35-41, Jun. 2024
   10.7472/jksii.2024.25.3.35
   Keywords: Data, Relational Database Management System, Not only SQL
10. 160. 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