• 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 ]" (160)
  1. 1. Reinforced Generator GAN Model for Tabular Data Learning
    Chan-sik Sung, Joon-sik Lim, Vol. 25, No. 5, pp. 121-130, Oct. 2024
    10.7472/jksii.2024.25.5.121
    Keywords: Reinforced Generator, Gower coefficients, mutual information, Clustering sampling, Tabular Data Learning
  2. 2. Review of medical imaging systems, medical imaging data problems, and XAI in the medical imaging field
    Sun-Kuk Noh, Vol. 25, No. 5, pp. 53-65, Oct. 2024
    10.7472/jksii.2024.25.5.53
    Keywords: Artificial Intelligence (AI), Deep learning (DL), Medical imaging equipment, medical image data, Picture Archiving and Communication System (PACS), explainable artificial intelligence (XAI)
  3. 3. Multi-Variate Tabular Data Processing and Visualization Scheme for Machine Learning based Analysis: A Case Study using Titanic Dataset
    Juhyoung Sung, Kiwon Kwon, Kyoungwon Park, Byoungchul Song, Vol. 25, No. 4, pp. 121-130, Aug. 2024
    10.7472/jksii.2024.25.4.121
    Keywords: data processing, Data visualization, Kaggle, Machine Learning, statistical analysis, Tabular data, Titanic dataset
  4. 4. Generating Data and Applying Machine Learning Methods for Music Genre Classification
    Bit-Chan Eom, Dong-Hwi Cho, Choon-Sung Nam, Vol. 25, No. 4, pp. 57-64, Aug. 2024
    10.7472/jksii.2024.25.4.57
    Keywords: Music genre classification, Machine Learning, Music feature extraction, GTZAN, Support Vector Machine
  5. 5. Federated learning-based client training acceleration method for personalized digital twins
    YoungHwan Jeong, Won-gi Choi, Hyoseon Kye, JeeHyeong Kim, Min-hwan Song, Sang-shin Lee, Vol. 25, No. 4, pp. 23-37, Aug. 2024
    10.7472/jksii.2024.25.4.23
    Keywords: Digital Twin, Federated learning, Vector database, training optimization, Privacy, similarity search
  6. 6. Multi-dimensional Contextual Conditions-driven Mutually Exclusive Learning for Explainable AI in Decision-Making
    Hyun Jung Lee, Vol. 25, No. 4, pp. 7-21, Aug. 2024
    10.7472/jksii.2024.25.4.7
    Keywords: Mutually Exclusive Learning, Multi-dimensional Contextual Conditions, Explainable AI (XAI), Mutually Exclusive Decision-Making
  7. 7. 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
  8. 8. 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
  9. 9. 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
  10. 10. 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

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