• Journal of Internet Computing and Services
    ISSN 2287 - 1136 (Online) / ISSN 1598 - 0170 (Print)
    https://jics.or.kr/
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Search: "[ keyword: Machine Learning ]" (45)
  1. 21. Development of a Hybrid Deep-Learning Model for the Human Activity Recognition based on the Wristband Accelerometer Signals
    Seungmin Jeong, Dongik Oh, Vol. 22, No. 3, pp. 9-16, Jun. 2021
    10.7472/jksii.2021.22.3.9
    Keywords: Activities of Daily Living, Human Activity Recognition, Smartwatch, Accelerometer, Machine Learning, Activity Classification, feature extraction, feature reduction
  2. 22. COVID-19 Risk Analytics and Safe Activity Assistant Systemwith Machine Learning Algorithms
    DoYeong Jeon, Myeong Ho Song, Soo Dong Kim, Vol. 22, No. 1, pp. 65-77, Feb. 2021
    10.7472/jksii.2021.22.1.65
    Keywords: COVID-19, Machine Learning, clustering, Risk Analytics, Safe Activity Assistance
  3. 23. A Noise-Tolerant Hierarchical Image Classification System based on Autoencoder Models
    Jong-kwan Lee, Vol. 22, No. 1, pp. 23-30, Feb. 2021
    10.7472/jksii.2021.22.1.23
    Keywords: Image Classification, Deep Learning, Machine Learning, Autoencoder, noise
  4. 24. Leveraging Big Data for Spark Deep Learning to Predict Rating
    Monika Mishra, Mingoo Kang, Jongwook Woo, Vol. 21, No. 6, pp. 33-39, Dec. 2020
    10.7472/jksii.2020.21.6.33
    Keywords: Big data, Deep Learning, Spark, Analytics Zoo, Amazon EMR, Machine Learning, Recommendation
  5. 25. Prediction of infectious diseases using multiple web data and LSTM
    Yeongha Kim, Inhwan Kim, Beakcheol Jang, Vol. 21, No. 5, pp. 139-148, Oct. 2020
    10.7472/jksii.2020.21.5.139
    Keywords: Machine Learning, Predict infectious diseases, Web data, LSTM
  6. 26. Development of a Machine-Learning based Human Activity Recognition System including Eastern-Asian Specific Activities
    Seungmin Jeong, Cheolwoo Choi, Dongik Oh, Vol. 21, No. 4, pp. 127-135, Aug. 2020
    10.7472/jksii.2020.21.4.127
    Keywords: Human Activity Recognition, Smartwatch, Accelerometer, Machine Learning, Activity Classification, feature extraction, feature reduction
  7. 27. A study on evaluation method of NIDS datasets in closed military network
    Yong-bin Park, Sung-uk Shin, In-sup Lee, Vol. 21, No. 2, pp. 121-130, Apr. 2020
    10.7472/jksii.2020.21.2.121
    Keywords: dataset, Network intrusion detection system, Data evaluation, Machine Learning
  8. 28. A Methodology of Decision Making Condition-based Data Modeling for Constructing AI Staff
    Changhee Han, Kyuyong Shin, Sunghun Choi, Sangwoo Moon, Chihoon Lee, Jong-kwan Lee, Vol. 21, No. 1, pp. 237-246, Feb. 2020
    10.7472/jksii.2020.21.1.237
    Keywords: Command&Control, decision-making, Artificial Intelligence System, C4I, Machine Learning & Training
  9. 29. A Research in Applying Big Data and Artificial Intelligence on Defense Metadata using Multi Repository Meta-Data Management (MRMM)
    Philip Wootaek Shin, Jinhee Lee, Jeongwoo Kim, Dongsun Shin, Youngsang Lee, Seung Ho Hwang, Vol. 21, No. 1, pp. 169-178, Feb. 2020
    10.7472/jksii.2020.21.1.169
    Keywords: National Defense, Metadata, Natural Language Processing, Standardized Dictionary, Metadata Management, Big data, Artificial intelligence, Machine Learning
  10. 30. KISTI-ML Platform: A Community-based Rapid AI Model Development Tool for Scientific Data
    Jeongcheol Lee, Sunil Ahn, Vol. 20, No. 6, pp. 73-84, Dec. 2019
    10.7472/jksii.2019.20.6.73
    Keywords: Machine Learning, Big data, MLaaS, Platform, Scientific Data

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