Digital Library

1. 111. 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
2. 112. A Research on Adversarial Example-based Passive Air Defense Method against Object Detectable AI Drone
   Simun Yuk, Hweerang Park, Taisuk Suh, Youngho Cho, Vol. 24, No. 6, pp. 119-125, Dec. 2023
   10.7472/jksii.2023.24.6.119
   Keywords: object detectable drone, AI drone, Adversarial machine learning, swarm drone, air defense, base defense
3. 113. Vision-based Low-cost Walking Spatial Recognition Algorithm for the Safety of Blind People
   Sunghyun Kang, Sehun Lee, Junho Ahn, Vol. 24, No. 6, pp. 81-89, Dec. 2023
   10.7472/jksii.2023.24.6.81
   Keywords: Motion Capture, Object Detection, Walking, Blind People, Real-time Video
4. 114. Intelligent Motion Pattern Recognition Algorithm for Abnormal Behavior Detections in Unmanned Stores
   Young-june Choi, Ji-young Na, Jun-ho Ahn, Vol. 24, No. 6, pp. 73-80, Dec. 2023
   10.7472/jksii.2023.24.6.73
   Keywords: Unmanned Stores, Sensors, Low Costs, Abnormal Behaviors, Detect, Fusion Algorithm
5. 115. Histogram-Based Singular Value Decomposition for Object Identification and Tracking
   Ye-yeon Kang, Jeong-Min Park, HoonJoon Kouh, Kyungyong Chung, Vol. 24, No. 5, pp. 29-35, Oct. 2023
   10.7472/jksii.2023.24.5.29
   Keywords: Object Detection, object tracking, histogram, Singular Value Decomposition
6. 116. A Study on Efficient AI Model Drift Detection Methods for MLOps
   Ye-eun Lee, Tae-jin Lee, Vol. 24, No. 5, pp. 17-27, Oct. 2023
   10.7472/jksii.2023.24.5.17
   Keywords: Artificail Inteligence, Machine Learning Model, Drift Detection, XAI, MLOps
7. 117. 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
8. 118. 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