JICS

1. 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. 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

3. Research on BGP dataset analysis and CyCOP visualization methods

Jae-yeong Jeong, Kook-jin Kim, Han-sol Park, Ji-soo Jang, Dong-il Shin, Dong-kyoo Shin, Vol. 25, No. 1, pp. 177-188, Feb. 2024

10.7472/jksii.2024.25.1.177
Keywords: BGP, CyCOP Framework, Machine Learning, Cyber 3 Layer, Anomaly Detection

4. 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

5. A Predictive Bearing Anomaly Detection Model Using the SWT-SVD Preprocessing Algorithm

So-hyang Bak, Kwanghoon Pio Kim, Vol. 25, No. 1, pp. 109-121, Feb. 2024

10.7472/jksii.2024.25.1.109
Keywords: 베어링 이상탐지, 설비예지보전, 딥러닝, 주파수변환

6. 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

7. Intelligent Motion Pattern Recognition Algorithm for Abnormal Behavior Detections in Unmanned Stores

Young-june Choi, Ji-young Na, Jun-ho Ahn, Vol. 24, No. 6, pp. 73-80, Dec. 2023

10.7472/jksii.2023.24.6.73
Keywords: Unmanned Stores, Sensors, Low Costs, Abnormal Behaviors, Detect, Fusion Algorithm

8. 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

9. 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

10. 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

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