• Journal of Internet Computing and Services
    ISSN 2287 - 1136 (Online) / ISSN 1598 - 0170 (Print)
    https://jics.or.kr/
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Search: "[ keyword: Learning ]" (154)
  1. 1. Comparative Study of User Reactions in OTT Service Platforms Using Text Mining
    Soonchan Kwon, Jieun Kim, Beakcheol Jang, Vol. 25, No. 3, pp. 43-54, Jun. 2024
    10.7472/jksii.2024.25.3.43
    Keywords: OTT Services, Machine Learning, Text Mining, topic modeling, BERTopic, Deep Learning
  2. 2. Data Efficient Image Classification for Retinal Disease Diagnosis
    Honggu Kang, Huigyu Yang, Moonseong Kim, Hyunseung Choo, Vol. 25, No. 3, pp. 19-25, Jun. 2024
    10.7472/jksii.2024.25.3.19
    Keywords: Ocular disease diagnosis and classification, CFI, CNN, Deep Learning, Artificial intelligence
  3. 3. Extracting the hierarchical learning elements for the ‘Algorithms and Programming’ Area of the 2022 Revised Secondary Informatics Curriculum
    JaMee Kim, Vol. 25, No. 2, pp. 123-132, Apr. 2024
    10.7472/jksii.2024.25.2.123
    Keywords: 2022 Revised Secondary Curriculum, Informatics, Algorithms and Programming, Learning Elements
  4. 4. A Conceptual Architecture and its Experimental Validation of CCTV-Video Object Activitization for Tangible Assets of Experts’ Visual Knowledge in Smart Factories
    Eun-Bi Cho, Dinh-Lam Pham, Kyung-Hee Sun, Kwanghoon Pio Kim, Vol. 25, No. 2, pp. 101-111, Apr. 2024
    10.7472/jksii.2024.25.2.101
    Keywords: Smart Factory, Working Knowledge, Tangible Asseits of Experts’ Knowledge, Deep-Learning Neural Network Moddls and Frameworks, CCTV-Video Object-Contexualization
  5. 5. A Study on Machine Learning-Based Real-Time Gesture Classification Using EMG Data
    Ha-Je Park, Hee-Young Yang, So-Jin Choi, Dae-Yeon Kim, Choon-Sung Nam, Vol. 25, No. 2, pp. 57-67, Apr. 2024
    10.7472/jksii.2024.25.2.57
    Keywords: EMG, Machine Learning, Real time gestuer classification, EMG data preprocessing
  6. 6. Research of PPI prediction model based on POST-TAVR ECG
    InSeo Song, SeMo Yang, KangYoon Lee, Vol. 25, No. 2, pp. 29-38, Apr. 2024
    10.7472/jksii.2024.25.2.29
    Keywords: Machine Learning, Transcatheter Aortic Valve Replacement(TAVR), Permanent Pacemaker Implantation(PPI)
  7. 7. Effective Adversarial Training by Adaptive Selection of Loss Function in Federated Learning
    Suchul Lee, Vol. 25, No. 2, pp. 1-9, Apr. 2024
    10.7472/jksii.2024.25.2.1
    Keywords: Federated learning, adversarial attacks, adversarial training, trade-off relationship
  8. 8. 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
  9. 9. 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
  10. 10. 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

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