Digital Library

1. 61. 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
2. 62. 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
3. 63. 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
4. 64. 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
5. 65. A Study on the Evaluation of Classification Performance by Capacity of Explosive Components using Convolution Neural Network (CNN)
   Chang-Hyeon Lee, Sung-Yoon Cho, Ki-Won Kwon, Tae-Ho Im, Vol. 23, No. 4, pp. 11-19, Aug. 2022
   10.7472/jksii.2022.23.4.11
   Keywords: Deep Learning, explosive classification, abnormality detection system
6. 66. 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
7. 67. Leision Detection in Chest X-ray Images based on Coreset of Patch Feature
   Hyun-bin Kim, Jun-Chul Chun, Vol. 23, No. 3, pp. 35-45, Jun. 2022
   10.7472/jksii.2022.23.3.35
   Keywords: Anomaly Detection, X-Ray image, active learning, unsupervision, Deep Learning
8. 68. Adaptive Window-based Detection of Narcotics and Explosives using IMS Signals in Cargo Containers
   Heesong Ju, Donghyun Kim, Sungyoon Cho, Kyungwon Park, Yangsub Kim, Wongi Jeon, Kiwon Kwon, Vol. 23, No. 3, pp. 57-65, Jun. 2022
   10.7472/jksii.2022.23.3.57
   Keywords: narcotics and explosives, ion mobility spectrometry, cargo container, adaptive window, Detection Technique
9. 69. 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
10. 70. 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