Digital Library

1. 541. Exploring Data Augmentation Ratios for YOLO-Based Multi-Category Clothing Image Classification by Model Size
   Seyeon Park, Sunga Hwang, Beakcheol Jang, Vol. 25, No. 5, pp. 95-105, Oct. 2024
   10.7472/jksii.2024.25.5.95
   Keywords: clothing classification, Object Detection, color extraction, hyper-parameter fine-tuning, Image Augmentation
2. 542. High-Speed Maritime Object Detection Using Image Preprocessing Algorithms and Deep Learning for Collision Avoidance with Aids to Navigation
   Young-Min Kim, Ki-Won Kwon, Tae-Ho Im, Vol. 25, No. 5, pp. 131-140, Oct. 2024
   10.7472/jksii.2024.25.5.131
   Keywords: Horizontal line detection, vessel detection, Binarization, route sign, Image Segmentation
3. 543. Analyzing Research Themes and Trends in Living Lab Studies: An Exploratory Approach Using LDA Topic Modeling and Semantic Network Analysis
   Ki-youn Kim, Vol. 25, No. 5, pp. 171-182, Oct. 2024
   10.7472/jksii.2024.25.5.171
   Keywords: Living Lab, Research Trends, LDA Topic Modeling, Semantic Network Analysis, Text Mining, Unstructured Data
4. 544. DFLM(Deeplearning facial landmark model) for facial emotion classification
   Yi-na Jeong, Yong-bo Sim, Su-rak Son, Vol. 24, No. 3, pp. 43-50, Jun. 2023
   10.7472/jksii.2023.24.3.43
   Keywords: facial landmark, deeplearning, facial emotion classification
5. 545. A Study on the Diffusion of Political Information in Relationship-Oriented Networks and Content-Oriented Networks
   Ju-Hyun Hong, Vol. 24, No. 3, pp. 67-78, Jun. 2023
   10.7472/jksii.2023.24.3.67
   Keywords: social media network, influential spreader, political agenda, issue diffusion, Network analysis
6. 546. A Study on Avatar Self-Expression in VR Environment
   Jian Kang, Nga Thi Bich Cao, Yifan Wang, Meng Zhao, Kyung Han You, Vol. 24, No. 3, pp. 89-98, Jun. 2023
   10.7472/jksii.2023.24.3.89
   Keywords: Virtual reality, VR social platform, Horizon World, avatar, self-expression, Mixed Reality, Metaverse
7. 547. Comparison of Absorbing Boundary Conditions and Waveguide Port Boundary Condition for Waveguide Electromagnetic Analysis Using Finite Element Method
   Mincheol Jo, Woobin Park, Woochan Lee, Vol. 24, No. 2, pp. 27-36, Apr. 2023
   10.7472/jksii.2023.24.2.27
   Keywords: Computational Electromagnetics, Finite element method, Absorbing Boundary Condition, Waveguide Port Boundary Condition, Simulation
8. 548. SPA ViewModel Transformation for RESTful API
   Dong-il Cho, Vol. 24, No. 1, pp. 9-15, Feb. 2023
   10.7472/jksii.2023.24.1.9
   Keywords: RESTful APIs, Single-Page Application, ViewModel, Model Mapping
9. 549. A Study on Log Collection to Analyze Causes of Malware Infection in IoT Devices in Smart city Environments
   Donghyun Kim, Jiho Shin, Jung Taek Seo, Vol. 24, No. 1, pp. 17-26, Feb. 2023
   10.7472/jksii.2023.24.1.17
   Keywords: Smart City, Internet of Things, Malware, Massive IoT, MITRE ATT&CK
10. 550. 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