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Search: "[ keyword: 모델 ]" (103)

11. TGC-based Fish Growth Estimation Model using Gaussian Process Regression Approach

Juhyoung Sung, Sungyoon Cho, Da-Eun Jung, Jongwon Kim, Jeonghwan Park, Kiwon Kwon, Young Myoung Ko, Vol. 24, No. 1, pp. 61-69, Feb. 2023
10.7472/jksii.2023.24.1.61
Keywords: Gaussian process, thermal growth coefficient, growth prediction model, growth data, Water Temperature
12. 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
13. AI-based Cybersecurity Solution for Industrial Control System

Bu-Seong Jo, Mun-Suk Kim, Vol. 23, No. 6, pp. 97-105, Dec. 2022
10.7472/jksii.2022.23.6.97
Keywords: ICS, AI, IDS, Data Collection, Model Evaluation
14. The Case Study for Childcare Service Demand Forecasting Using Bigdata Reference Analysis Model

Chung-Sik Yun, Seung Ryul Jeong, Vol. 23, No. 6, pp. 87-96, Dec. 2022
10.7472/jksii.2022.23.6.87
Keywords: BigData, Reference Analysis Model, Effectiveness
15. Civic Participation in Smart City : A Role and Direction

Woo-Min Nam, Keon Chul Park, Vol. 23, No. 6, pp. 79-86, Dec. 2022
10.7472/jksii.2022.23.6.79
Keywords: Smart City, Citizen Participation, Research Trend Analysis, Text Mining, topic modeling, Latent Dirchlet Allocation(LDA)
16. Comparative Analysis and Implications of Command and Control(C2)-related Information Exchange Models

Kunyoung Kim, Gyudong Park, Mye Sohn, Vol. 23, No. 6, pp. 59-69, Dec. 2022
10.7472/jksii.2022.23.6.59
Keywords: Command and Control(C2), interoperability, Information Exchange Model, database, XML schema
17. Analyze Virtual Private Network Vulnerabilities and Derive Security Guidelines Based on STRIDE Threat Modeling

Da-hyeon Kim, Ji-young Min, Jun-ho Ahn, Vol. 23, No. 6, pp. 27-37, Dec. 2022
10.7472/jksii.2022.23.6.27
Keywords: Virtual Private Network, STRIDE Threat Modeling, Threat Analysis, Threat Scenario, Security requirement
18. Efficient distributed consensus optimization based on patterns and groups for federated learning

Seung Ju Kang, Ji Young Chun, Geontae Noh, Ik Rae Jeong, Vol. 23, No. 4, pp. 73-85, Aug. 2022
10.7472/jksii.2022.23.4.73
Keywords: Federated learning, Optimization, Weight model, Communication time, Privacy, ADMM
19. A Comparison Study of RNN, CNN, and GAN Models in Sequential Recommendation

Ji Hyung Yoon, Jaewon Chung, Beakcheol Jang, Vol. 23, No. 4, pp. 21-33, Aug. 2022
10.7472/jksii.2022.23.4.21
Keywords: Recommender System, RNN, CNN, GAN, Deep Learning, sequence modeling
20. A Study on Factors Affecting University Students' Satisfaction with YouTube AI Recommendation System

LiuCun Zhu, Chao Wang, HaSung Hwang, Vol. 23, No. 3, pp. 77-85, Jun. 2022
10.7472/jksii.2022.23.3.77
Keywords: YouTube AI recommendation system, Satisfaction, TAM, Usefulness, preference suitability, privacy concerns

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