Digital Library

1. 101. A Car Smoking Detection System using Air Quality IoT Sensor
   Yoosin Kim, Vol. 26, No. 1, pp. 55-63, Feb. 2025
   10.7472/jksii.2025.26.1.55
   Keywords: Smoking Detection, Rent-a-car, IoT, Air-Quality Sensor, Machine Learning
2. 102. Research on Network Packet Analysis and Unknown Intrusion Detection Method based on LSTM-Autoencoder
   Hyoseong Park, Dongkyoo Shin, Dongil Shin, Vol. 26, No. 1, pp. 149-155, Feb. 2025
   10.7472/jksii.2025.26.1.149
   Keywords: LSTM, Autoencoder, Network intrusion detection, CIC-IDS2018
3. 103. A Study on the Detection of Abnormal Behavior of Weapon System Circuit using Electromagnetic Wave Signal Analysis
   Janghyuk Kauh, Changmin Jeong, Koohyung Kwon, Vol. 26, No. 1, pp. 221-233, Feb. 2025
   10.7472/jksii.2025.26.1.221
   Keywords: Hardware Trojan, Anomaly Detection, Electromagnetic Analysis, Side channel analysis, FPGA, ASIC
4. 104. A Study on an IMS-Based Intelligent Detection System for Concealed Drugs and Explosives in Port Containers
   Dong-Hyun Kim, Sungyoon Cho, Kiwon Kwon, Vol. 26, No. 1, pp. 45-53, Feb. 2025
   10.7472/jksii.2025.26.1.45
   Keywords: ion mobility spectrometry, Container, Dangerous cargo, Drug, Bomb, Cyclone Sampler, Device intelligent detection
5. 105. 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
6. 106. 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
7. 107. Efficient Time-Series Similarity Measurement and Ranking Based on Anomaly Detection
   Ji-Hyun Choi, Hyun Ahn, Vol. 25, No. 2, pp. 39-47, Apr. 2024
   10.7472/jksii.2024.25.2.39
   Keywords: Time-series Similarity, Anomaly Detection, Subsequences, Spearman’s Rank Correlation Coefficient
8. 108. 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
9. 109. Development of deep learning network based low-quality image enhancement techniques for improving foreign object detection performance
   Ki-Yeol Eom, Byeong-Seok Min, Vol. 25, No. 1, pp. 99-107, Feb. 2024
   10.7472/jksii.2024.25.1.99
   Keywords: Foreign material; detection; Super resolution, X-ray, deep-learning
10. 110. Unsupervised Learning-Based Threat Detection System Using Radio Frequency Signal Characteristic Data
    Dae-kyeong Park, Woo-jin Lee, Byeong-jin Kim, Jae-yeon Lee, Vol. 25, No. 1, pp. 147-155, Feb. 2024
    10.7472/jksii.2024.25.1.147
    Keywords: Unmanned Aerial Vehicle, Radio Frequency, Signal Characteristic, Threat Detection, Unsupervised learning, Drone