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Search: "[ keyword: NOMA ]" (20)

1. Efficient Time-Series Similarity Measurement and Ranking Based on Anomaly Detection

Ji-Hyun Choi, Hyun Ahn, Vol. 25, No. 2, pp. 39-47, Apr. 2024
10.7472/jksii.2024.25.2.39
Keywords: Time-series Similarity, Anomaly Detection, Subsequences, Spearman’s Rank Correlation Coefficient
2. Research on BGP dataset analysis and CyCOP visualization methods

Jae-yeong Jeong, Kook-jin Kim, Han-sol Park, Ji-soo Jang, Dong-il Shin, Dong-kyoo Shin, Vol. 25, No. 1, pp. 177-188, Feb. 2024
10.7472/jksii.2024.25.1.177
Keywords: BGP, CyCOP Framework, Machine Learning, Cyber 3 Layer, Anomaly Detection
3. A study on machine learning-based anomaly detection algorithm using current data of fish-farm pump motor

Sae-yong Park, Tae Uk chang, Taeho Im, Vol. 24, No. 2, pp. 37-45, Apr. 2023
10.7472/jksii.2023.24.2.37
Keywords: Recirculating aquaculture system, electric pump, current, Anomaly Detection, ADTK
4. A Method for Region-Specific Anomaly Detection on Patch-wise Segmented PA Chest Radiograph

Hyun-bin Kim, Jun-Chul Chun, Vol. 24, No. 1, pp. 49-59, Feb. 2023
10.7472/jksii.2023.24.1.49
Keywords: Anomaly Detection, Chest Radiograph, computer vision, Semi-supervised learning, Image Feature Modeling
5. Detection of Signs of Hostile Cyber Activity against External Networks based on Autoencoder

Hansol Park, Kookjin Kim, Jaeyeong Jeong, jisu Jang, Jaepil Youn, Dongkyoo Shin, Vol. 23, No. 6, pp. 39-48, Dec. 2022
10.7472/jksii.2022.23.6.39
Keywords: Anomaly Detection, Autoencoder, BGP Archive Data
6. Interactive Visual Analytic Approach for Anomaly Detection in BGP Network Data

So-mi Choi, Son-yong Kim, Jae-yeon Lee, Jang-hyuk Kauh, Koo-hyung Kwon, Jae-gul Choo, Vol. 23, No. 5, pp. 135-143, Oct. 2022
10.7472/jksii.2022.23.5.135
Keywords: Border Gateway Protocol, Anomaly Detection, Interactive Visual Analytic, Spatio-temporal Analysis
7. 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. Leision Detection in Chest X-ray Images based on Coreset of Patch Feature

Hyun-bin Kim, Jun-Chul Chun, Vol. 23, No. 3, pp. 35-45, Jun. 2022
10.7472/jksii.2022.23.3.35
Keywords: Anomaly Detection, X-Ray image, active learning, unsupervision, Deep Learning
9. A machine learning framework for performance anomaly detection

Muhammad Hasnain, Muhammad Fermi Pasha, Imran Ghani, Seung Ryul Jeong, Aitizaz Ali, Vol. 23, No. 2, pp. 97-105, Apr. 2022
10.7472/jksii.2022.23.2.97
Keywords: Web services update, undetected regression anomalies, Performance metrics, services integrate
10. Application of Discrete Wavelet Transforms to Identify Unknown Attacks in Anomaly Detection Analysis

Dong-Wook Kim, Gun-Yoon Shin, Ji-Young Yun, Sang-Soo Kim, Myung-Mook Han, Vol. 22, No. 3, pp. 45-52, Jun. 2021
10.7472/jksii.2021.22.3.45
Keywords: Unknown Attack, Discrete wavelet transform, Anomaly Detection, One-class SVM

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