Digital Library

1. 41. 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
2. 42. 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
3. 43. 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
4. 44. 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
5. 45. 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
6. 46. 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
7. 47. 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
8. 48. A Study on the Evaluation of Classification Performance by Capacity of Explosive Components using Convolution Neural Network (CNN)
   Chang-Hyeon Lee, Sung-Yoon Cho, Ki-Won Kwon, Tae-Ho Im, Vol. 23, No. 4, pp. 11-19, Aug. 2022
   10.7472/jksii.2022.23.4.11
   Keywords: Deep Learning, explosive classification, abnormality detection system
9. 49. Opera Clustering: K-means on librettos datasets
   Harim Jeong, Joo Hun Yoo, Vol. 23, No. 2, pp. 45-52, Apr. 2022
   10.7472/jksii.2022.23.2.45
   Keywords: Music Analysis, music information retrieval, Natural Language Processing, Embedding, Classification, K-Means Clustering
10. 50. Interference Aware Fractional Frequency Reuse using Dynamic User Classification in Ultra-Dense HetNets
    Ilhak Ban, Se-Jin Kim, Vol. 22, No. 5, pp. 1-8, Oct. 2021
    10.7472/jksii.2021.22.5.1
    Keywords: 5G, OFDMA, Heterogeneous Network, Fractional frequency reuse, interference management, dynamic user classification