Digital Library

1. 101. A study on the design of an efficient hardware and software mixed-mode image processing system for detecting patient movement
   Seungmin Jung, Euisung Jung, Myeonghwan Kim, Vol. 25, No. 1, pp. 29-37, Feb. 2024
   10.7472/jksii.2024.25.1.29
   Keywords: Mixed mode design, motion detection, Real-time tracking, RTL(Register Transfer Level), Logic synthesis
2. 102. 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
3. 103. 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
4. 104. 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
5. 105. 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. 106. 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
7. 107. 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
8. 108. Analysis of Abnormal Event Detection Research using Intelligent IoT Devices for Human Health Cares
   Do-hyeon Lee, Da-hyeon Kim, Jun-ho Ahn, Vol. 23, No. 2, pp. 37-44, Apr. 2022
   10.7472/jksii.2022.23.2.37
   Keywords: Intelligence, Emergency detection, IoT sensors, wearable device, Health cares
9. 109. Bidirectional LSTM based light-weighted malware detection modelusing Windows PE format binary data
   Kwang-Yun PARK, Soo-Jin LEE, Vol. 23, No. 1, pp. 87-93, Feb. 2022
   10.7472/jksii.2022.23.1.87
   Keywords: Bidirectional LSTM, Windows PE malware, Detection, EMBER2018