Digital Library

1. 61. FedGCD: Federated Learning Algorithm with GNN based Community Detection for Heterogeneous Data
   Wooseok Shin, Jitae Shin, Vol. 24, No. 6, pp. 1-11, Dec. 2023
   10.7472/jksii.2023.24.6.1
   Keywords: Federated learning, Non-IID, data heterogeneity, community detection, Graph Neural Networks
2. 62. Improved Parameter Inference for Low-Cost 3D LiDAR-Based Object Detection on Clustering Algorithms
   Da-hyeon Kim, Jun-ho Ahn, Vol. 23, No. 6, pp. 71-78, Dec. 2022
   10.7472/jksii.2022.23.6.71
   Keywords: 3D LiDAR, clustering, Object Detection, Fusion camera, Hyper-parameter
3. 63. 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
4. 64. 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
5. 65. 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
6. 66. A Study on Methods for Accelerating Sea Object Detection in Smart Aids to Navigation System
   Ho-Seok Jeon, Hyun-hak Song, Ki-Won Kwon, Young-Jin Kim, Tae-Ho Im, Vol. 23, No. 5, pp. 47-58, Oct. 2022
   10.7472/jksii.2022.23.5.47
   Keywords: Maritime Object detection, motion detection, image processing, Aids to Navigation, Protection of Safety Accidents
7. 67. Deep Learning Based Rescue Requesters Detection Algorithm for Physical Security in Disaster Sites
   Da-hyeon Kim, Man-bok Park, Jun-ho Ahn, Vol. 23, No. 4, pp. 57-64, Aug. 2022
   10.7472/jksii.2022.23.4.57
   Keywords: Risk of building, Physical Security, Deep Learning, Disaster sites, Object Detection
8. 68. 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. 69. Adaptive Window-based Detection of Narcotics and Explosives using IMS Signals in Cargo Containers
   Heesong Ju, Donghyun Kim, Sungyoon Cho, Kyungwon Park, Yangsub Kim, Wongi Jeon, Kiwon Kwon, Vol. 23, No. 3, pp. 57-65, Jun. 2022
   10.7472/jksii.2022.23.3.57
   Keywords: narcotics and explosives, ion mobility spectrometry, cargo container, adaptive window, Detection Technique
10. 70. 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