Digital Library

1. 61. Classification Model Development and Critical Factors Analysis of VPN and Non-VPN Traffic
   Namgeon Kim, Seo-Hyeon Kim, Sanghoon Jeon, Vol. 26, No. 2, pp. 1-10, Apr. 2025
   10.7472/jksii.2025.26.2.1
   Keywords: VPN, NoN-VPN, Network Traffic Classification, Machine Learning Models, Feature Importance Analysis
2. 62. A Car Smoking Detection System using Air Quality IoT Sensor
   Yoosin Kim, Vol. 26, No. 1, pp. 55-63, Feb. 2025
   10.7472/jksii.2025.26.1.55
   Keywords: Smoking Detection, Rent-a-car, IoT, Air-Quality Sensor, Machine Learning
3. 63. Explosive Classification and Algorithm Performance Comparison Based on IMS Data in Port Containers
   Hyung-Tak Ju, Sae-Yong Park, Sung-Yoon Cho, Ki-Won Kwon, Tae-Ho Im, Vol. 26, No. 1, pp. 35-44, Feb. 2025
   10.7472/jksii.2025.26.1.35
   Keywords: explosive classification, Time series Classification, Machine Learning
4. 64. 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
5. 65. Research on DNS DRDoS Detection Methods Using CNN
   Hoon Shin, Jaeyeong Jeong, Kyu-min Cho, Jae-il Lee, Dong-kyoo Shin, Vol. 25, No. 6, pp. 131-145, Dec. 2024
   10.7472/jksii.2024.25.6.131
   Keywords: AI Security, Artificial intelligence, Machine Learning, Deep Learning, CNN, DDoS, DrDoS, image processing, Image Classification
6. 66. Performance Measurement for Selecting EVM-based Blockchain in the Financial Industry
   Sang Il Mo, Jae Jun Lee, Byung Wan Suh, Vol. 25, No. 5, pp. 107-119, Oct. 2024
   10.7472/jksii.2024.25.5.107
   Keywords: Blockchain, Ethereum Virtual Machine, Performance Evaluation, Smart Contract, Financial Platform
7. 67. 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
8. 68. 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. 69. Comparative Study of User Reactions in OTT Service Platforms Using Text Mining
   Soonchan Kwon, Jieun Kim, Beakcheol Jang, Vol. 25, No. 3, pp. 43-54, Jun. 2024
   10.7472/jksii.2024.25.3.43
   Keywords: OTT Services, Machine Learning, Text Mining, topic modeling, BERTopic, Deep Learning
10. 70. Research of PPI prediction model based on POST-TAVR ECG
    InSeo Song, SeMo Yang, KangYoon Lee, Vol. 25, No. 2, pp. 29-38, Apr. 2024
    10.7472/jksii.2024.25.2.29
    Keywords: Machine Learning, Transcatheter Aortic Valve Replacement(TAVR), Permanent Pacemaker Implantation(PPI)