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Search: "[ keyword: Learning ]" (147)

1. 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
2. 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
3. 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
4. A Research on Adversarial Example-based Passive Air Defense Method against Object Detectable AI Drone

Simun Yuk, Hweerang Park, Taisuk Suh, Youngho Cho, Vol. 24, No. 6, pp. 119-125, Dec. 2023
10.7472/jksii.2023.24.6.119
Keywords: object detectable drone, AI drone, Adversarial machine learning, swarm drone, air defense, base defense
5. A Machine Learning-based Popularity Prediction Model for YouTube Mukbang Content

Beomgeun Seo, Hanjun Lee, Vol. 24, No. 6, pp. 49-55, Dec. 2023
10.7472/jksii.2023.24.6.49
Keywords: Machine Learning, YouTube, Mukbang, Popularity Prediction, Predictive model
6. 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
7. Analyzing Teachers' Educational Needs to Strengthen AI Convergence Education Capabilities

JaMee Kim, Yong Kim, Vol. 24, No. 5, pp. 121-130, Oct. 2023
10.7472/jksii.2023.24.5.121
Keywords: AI(Artificial Intelligence), AIBE, AI Convergence education, Learning about AI, Educational needs
8. Demand Forecasting Model for Bike Relocation of Sharing Stations

Yoosin Kim, Vol. 24, No. 5, pp. 107-120, Oct. 2023
10.7472/jksii.2023.24.5.107
Keywords: Bike Sharing, relocation, demand forecasting, Machine Learning
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. Design of Computer Science and Engineering Courses based on Flipped Learning through Integrating Lectures and Team Activities

Sihyung Lee, Vol. 24, No. 4, pp. 117-125, Aug. 2023
10.7472/jksii.2023.24.4.117
Keywords: Flipped Learning, Computer Science and Engineering Education, Teaching Method, Prior Learning

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