Digital Library

1. 551. 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
2. 552. A Study on the Implementation of a Model for Mission Impact Assessment due to Cyber Attacks
   Yonghyun Kim, Donghwa Kim, Donghwan Lee, Juyoub Kim, Miyoung Kwon, Myung Kil Ahn, Vol. 25, No. 5, pp. 1-11, Oct. 2024
   10.7472/jksii.2024.25.5.1
   Keywords: Cyber Attack, cyber M&S, Mission Damage Assessment, Mission Impact Analysis, CyMIA
3. 553. 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
4. 554. 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
5. 555. 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
6. 556. Multi-dimensional Contextual Conditions-driven Mutually Exclusive Learning for Explainable AI in Decision-Making
   Hyun Jung Lee, Vol. 25, No. 4, pp. 7-21, Aug. 2024
   10.7472/jksii.2024.25.4.7
   Keywords: Mutually Exclusive Learning, Multi-dimensional Contextual Conditions, Explainable AI (XAI), Mutually Exclusive Decision-Making
7. 557. 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
8. 558. Generating Data and Applying Machine Learning Methods for Music Genre Classification
   Bit-Chan Eom, Dong-Hwi Cho, Choon-Sung Nam, Vol. 25, No. 4, pp. 57-64, Aug. 2024
   10.7472/jksii.2024.25.4.57
   Keywords: Music genre classification, Machine Learning, Music feature extraction, GTZAN, Support Vector Machine
9. 559. The Evolutionary Trends and Influential Factors Analysis of Agricultural Trade between South Korea and RCEP Member Countries
   Qianli Wu, Jinyan Tian, Haiyan Yu, Ziyang Liu, Vol. 25, No. 4, pp. 73-86, Aug. 2024
   10.7472/jksii.2024.25.4.73
   Keywords: RCEP, Agricultural Trade, Evolutionary Trends, Social Network Analysis, Extended Gravity Model
10. 560. 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