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Search: "[ keyword: Learning ]" (152)

11. 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
12. 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
13. 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
14. 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
15. 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
16. 3D Medical Image Data Augmentation for CT Image Segmentation

Seonghyeon Ko, Huigyu Yang, Moonseong Kim, Hyunseung Choo, Vol. 24, No. 4, pp. 85-92, Aug. 2023
10.7472/jksii.2023.24.4.85
Keywords: Rib fracture segmentation, data augmentation, Deep Learning, Artificial intelligence
17. Comparative Study of Keyword Extraction Models in Biomedical Domain

Donghee Lee, Soonchan Kwon, Beakcheol Jang, Vol. 24, No. 4, pp. 77-84, Aug. 2023
10.7472/jksii.2023.24.4.77
Keywords: Keyword Extraction, NLP, deeplearning, Biomedicine
18. A Methodology for Making Military Surveillance System to be Intelligent Applied by AI Model

Changhee Han, Halim Ku, Pokki Park, Vol. 24, No. 4, pp. 57-64, Aug. 2023
10.7472/jksii.2023.24.4.57
Keywords: Artificial Intelligence System, object tracking, Surveillance system, Machine Learning/Training, User Interface
19. Next-Generation Chatbots for Adaptive Learning: A proposed Framework

Harim Jeong, Joo Hun Yoo, Oakyoung Han, Vol. 24, No. 4, pp. 37-45, Aug. 2023
10.7472/jksii.2023.24.4.37
Keywords: Adaptive learning, Learning Attributes, ChatGPT, educational technology, Human-Computer Interaction Analysis
20. Advances and Issues in Federated Learning Open Platforms: A Systematic Comparison and Analysis

JinSoo Kim, SeMo Yang, KangYoon Lee, KwangKee Lee, Vol. 24, No. 4, pp. 1-13, Aug. 2023
10.7472/jksii.2023.24.4.1
Keywords: Federated learning, Distributed Learning, FL Framework, Open Source

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