Digital Library

1. 31. 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
2. 32. 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
3. 33. 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
4. 34. 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
5. 35. 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
6. 36. Data Efficient Image Classification for Retinal Disease Diagnosis
   Honggu Kang, Huigyu Yang, Moonseong Kim, Hyunseung Choo, Vol. 25, No. 3, pp. 19-25, Jun. 2024
   10.7472/jksii.2024.25.3.19
   Keywords: Ocular disease diagnosis and classification, CFI, CNN, Deep Learning, Artificial intelligence
7. 37. A Study on Machine Learning-Based Real-Time Gesture Classification Using EMG Data
   Ha-Je Park, Hee-Young Yang, So-Jin Choi, Dae-Yeon Kim, Choon-Sung Nam, Vol. 25, No. 2, pp. 57-67, Apr. 2024
   10.7472/jksii.2024.25.2.57
   Keywords: EMG, Machine Learning, Real time gestuer classification, EMG data preprocessing
8. 38. DFLM(Deeplearning facial landmark model) for facial emotion classification
   Yi-na Jeong, Yong-bo Sim, Su-rak Son, Vol. 24, No. 3, pp. 43-50, Jun. 2023
   10.7472/jksii.2023.24.3.43
   Keywords: facial landmark, deeplearning, facial emotion classification
9. 39. Cyber attack group classification based on MITRE ATT&CK model
   Chang-hee Choi, Chan-ho Shin, Sung-uk Shin, Vol. 23, No. 6, pp. 1-13, Dec. 2022
   10.7472/jksii.2022.23.6.1
   Keywords: Cyber Attack, attack group similarity, attack group classification, APT, MITRE ATT&CK
10. 40. Anomaly detection and attack type classification mechanism using Extra Tree and ANN
    Min-Gyu Kim, Myung-Mook Han, Vol. 23, No. 5, pp. 79-85, Oct. 2022
    10.7472/jksii.2022.23.5.79
    Keywords: Extreme Random Forest, Artificial neural network, Anomaly Detection, Anomaly Detection and Attack type Classification, Network intrusion detection