Digital Library

1. 41. 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
2. 42. 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
3. 43. 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
4. 44. 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
5. 45. A hybrid intrusion detection system based on CBA and OCSVM for unknown threat detection
   Gun-Yoon Shin, Dong-Wook Kim, Jiyoung Yun, Sang-Soo Kim, Myung-Mook Han, Vol. 22, No. 3, pp. 27-35, Jun. 2021
   10.7472/jksii.2021.22.3.27
   Keywords: Unknown Threat, Hybrid Intrusion Detection, Classification based on Association Rule, One-class SVM
6. 46. Development of a Hybrid Deep-Learning Model for the Human Activity Recognition based on the Wristband Accelerometer Signals
   Seungmin Jeong, Dongik Oh, Vol. 22, No. 3, pp. 9-16, Jun. 2021
   10.7472/jksii.2021.22.3.9
   Keywords: Activities of Daily Living, Human Activity Recognition, Smartwatch, Accelerometer, Machine Learning, Activity Classification, feature extraction, feature reduction
7. 47. A Study on Classification of Variant Malware Family Based on ResNet-Variational AutoEncoder
   Young-jeon Lee, Myung-Mook Han, Vol. 22, No. 2, pp. 1-9, Apr. 2021
   10.7472/jksii.2021.22.2.1
   Keywords: Variant Malware, Malware classification, Variational AutoEncoder, Tranfer Learning, Ensemble learning
8. 48. A Study on Defense and Attack Model for Cyber Command Control System based Cyber Kill Chain
   Jung-Sik Lee, Sung-Young Cho, Heang-Rok Oh, Myung-Mook Han, Vol. 22, No. 1, pp. 41-50, Feb. 2021
   10.7472/jksii.2021.22.1.41
   Keywords: Cyber Command Control System, Cyber Kill Chain Model, Defense Model, attack model, threat classification/analysis/prediction framework
9. 49. A Noise-Tolerant Hierarchical Image Classification System based on Autoencoder Models
   Jong-kwan Lee, Vol. 22, No. 1, pp. 23-30, Feb. 2021
   10.7472/jksii.2021.22.1.23
   Keywords: Image Classification, Deep Learning, Machine Learning, Autoencoder, noise
10. 50. Development of a Machine-Learning based Human Activity Recognition System including Eastern-Asian Specific Activities
    Seungmin Jeong, Cheolwoo Choi, Dongik Oh, Vol. 21, No. 4, pp. 127-135, Aug. 2020
    10.7472/jksii.2020.21.4.127
    Keywords: Human Activity Recognition, Smartwatch, Accelerometer, Machine Learning, Activity Classification, feature extraction, feature reduction