Digital Library

1. 221. A Methodology of AI Learning Model Construction for Intelligent Coastal Surveillance
   Changhee Han, Jong-Hwan Kim, Jinho Cha, Jongkwan Lee, Yunyoung Jung, Jinseon Park, Youngtaek Kim, Youngchan Kim, Jeeseung Ha, Kanguk Lee, Yoonsung Kim, Sungwan Bang, Vol. 23, No. 1, pp. 77-86, Feb. 2022
   10.7472/jksii.2022.23.1.77
   Keywords: Command Control, Surveillance, Artificial intelligence, C4I, Machine Learning & Training, Radar
2. 222. 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
3. 223. Researching the Application of Transformer Models for Green Hydrogen Energy Forecasting
   Na-yeon An, Sang-uk Park, Vol. 25, No. 6, pp. 23-36, Dec. 2024
   10.7472/jksii.2024.25.6.23
   Keywords: Transformer, Deep Learning, Machine Learning, AI, Hydrogen Energy, Solar energy
4. 224. Analysis of Hallyu research trends based on topic modeling
   Miyoung Kim, Sunju Park, Vol. 25, No. 6, pp. 49-59, Dec. 2024
   10.7472/jksii.2024.25.6.49
   Keywords: Hallyu(Korea wave), Text Mining, topic modeling, Network analysis, Quantitative Analysis
5. 225. Exploring Data Augmentation Ratios for YOLO-Based Multi-Category Clothing Image Classification by Model Size
   Seyeon Park, Sunga Hwang, Beakcheol Jang, Vol. 25, No. 5, pp. 95-105, Oct. 2024
   10.7472/jksii.2024.25.5.95
   Keywords: clothing classification, Object Detection, color extraction, hyper-parameter fine-tuning, Image Augmentation
6. 226. A Guide to Network Simulation Using the INET Framework for OMNeT++
   Sooyeon Park, Moonseong Kim, Vol. 25, No. 5, pp. 23-29, Oct. 2024
   10.7472/jksii.2024.25.5.23
   Keywords: OMNet++ (Objective Modular Network Testbed in C++), INET Framework, Simulation
7. 227. 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
8. 228. A Study on Success Strategies for Generative AI Services in Mobile Environments: Analyzing User Experience Using LDA Topic Modeling Approach
   Soyon Kim, Ji Yeon Cho, Sang-Yeol Park, Bong Gyou Lee, Vol. 25, No. 4, pp. 109-119, Aug. 2024
   10.7472/jksii.2024.25.4.109
   Keywords: Generative AI Chatbot Service, On-Device AI, IS success model, User eXperience, LDA Topic Modeling
9. 229. Fine-tuning BERT-based NLP Models for Sentiment Analysis of Korean Reviews: Optimizing the sequence length
   Sunga Hwang, Seyeon Park, Beakcheol Jang, Vol. 25, No. 4, pp. 47-56, Aug. 2024
   10.7472/jksii.2024.25.4.47
   Keywords: BERT, hyperparameter fine-tuning, input sequence length, topic modeling, sentiment analysis, Korean review analysis
10. 230. A Basic Guide to Network Simulation Using OMNeT++
    Sooyeon Park, Vol. 25, No. 4, pp. 1-6, Aug. 2024
    10.7472/jksii.2024.25.4.1
    Keywords: OMNet++ (Objective Modular Network Testbed in C++), NED (Network Description) Language, INET, Simulation