Digital Library

1. 21. Symptom Pattern Classification using Neural Networks in the Ubiquitous Healthcare Environment with Missing Values
   Michael Angelo G. Salvo, Jae-Wan Lee, Mal-Rey Lee, Vol. 11, No. 2, pp. 129-142, Apr. 2010
   Keywords: Pattern Classification, Neural Network, ubiquitous healthcare, missing values
2. 22. IT Systems Risk Analysis Using Object Oriented Asset Classification Model
   Hyeak-Ro Lee, Seong-Jin Ahn, Vol. 9, No. 4, pp. 79-84, Aug. 2008
3. 23. Respiratory Anomaly Detection using Multi Feature Learning with Various Audio Spectrograms
   Gyurin Byun, Huigyu Yang, Hyunseung Choo, Vol. 26, No. 5, pp. 75-81, Oct. 2025
   10.7472/jksii.2025.26.5.75
   Keywords: Respiratory sound classification, Temporal Convolutional Network (TCN), Multi-spectral fusion, Deep time-series learning
4. 24. Performance Analysis and Improvement of AI model for Radar Signal Modulation Type Classification based on Data Preprocessing
   Juhyoung Sung, Kiwon Kwon, Kyoungwon Park, Vol. 26, No. 4, pp. 31-39, Aug. 2025
   10.7472/jksii.2025.26.4.31
   Keywords: Artificial intelligence, CNN, Data Preprocessing, modulation type classification, Radar signal, STFT, WVD
5. 25. 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
6. 26. 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
7. 27. An OTT Interlocked Platform with Emotion Classification based on Polar Coordinates for Customized Healing Contents
   Min-goo Kang, Vol. 25, No. 6, pp. 1-7, Dec. 2024
   10.7472/jksii.2024.25.6.1
   Keywords: Polar Coordinate-based Emotional Classification Codes, K_Tour Location Healing Contents, Geofence Beacon Location Recognition, MFA User Multi_factor ID Authentication
8. 28. 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
9. 29. 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
10. 30. 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