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Search: "[ keyword: Detection ]" (97)

81. 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
82. 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
83. 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
84. 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
85. 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
86. 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
87. 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
88. 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
89. 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
90. 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

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