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Search: "[ keyword: 학습 ]" (205)
    A Comparative Study of Machine Learning Algorithms Using LID-DS DataSet
    Park DaeKyeong, Ryu KyungJoon, Shin DongIl, Shin DongKyoo, Park JeongChan, Kim JinGoog KIPS Transactions on Software and Data Engineering, Vol. 10, No. 3, pp. 91-98, Mar. 2021
    https://doi.org/10.3745/KTSDE.2021.10.3.91
    Keywords: Machine Learning, HIDS, NIDS, LID-DS


    1D CNN and Machine Learning Methods for Fall Detection
    Inkyung Kim, Daehee Kim, Song Noh, Jaekoo Lee KIPS Transactions on Software and Data Engineering, Vol. 10, No. 3, pp. 85-90, Mar. 2021
    https://doi.org/10.3745/KTSDE.2021.10.3.85
    Keywords: Machine Learning, Deep Learning, Fall Detection, 1D Convolutional Neural Network


    A Pre-processing Study to Solve the Problem of Rare Class Classification of Network Traffic Data
    Ryu Kyung Joon, Shin DongIl, Shin DongKyoo, Park JeongChan, Kim JinGoog KIPS Transactions on Software and Data Engineering, Vol. 9, No. 12, pp. 411-418, Dec. 2020
    https://doi.org/10.3745/KTSDE.2020.9.12.411
    Keywords: Machine Learning, Rare Class, Semi Rare Class, pre-processing, Feature selection


    Blockchain-Based Access Control Audit System for Next Generation Learning Management
    Ji Young Chun, Geontae Noh KIPS Transactions on Software and Data Engineering, Vol. 9, No. 11, pp. 351-356, Nov. 2020
    https://doi.org/10.3745/KTSDE.2020.9.11.351
    Keywords: Next Generation Learning Management System, Blockchain, access control, Audit System


    Development and Evaluation of Video English Dictionary for Silver Generation
    Jeiyoung Kim, Ji Su Park, Jin Gon Shon KIPS Transactions on Software and Data Engineering, Vol. 9, No. 11, pp. 345-350, Nov. 2020
    https://doi.org/10.3745/KTSDE.2020.9.11.345
    Keywords: Silver Generation, English Learning with Video, OCR


    Design of Badge Service Platform Based on Blockchain
    Min-Young Kim, In-Seak Yoo, Keol Lim KIPS Transactions on Software and Data Engineering, Vol. 9, No. 11, pp. 332-338, Nov. 2020
    https://doi.org/10.3745/KTSDE.2020.9.11.332
    Keywords: Blockchain, learning management system, Badge Service


    Analysis of Disaster Safety Situation Classification Algorithm Based on Natural Language Processing Using 119 Calls Data
    Su-Jeong Kwon, Yun-Hee Kang, Yong-Hak Lee, Min-Ho Lee, Seung-Ho Park, Myung-Ju Kang KIPS Transactions on Software and Data Engineering, Vol. 9, No. 10, pp. 317-322, Oct. 2020
    https://doi.org/10.3745/KTSDE.2020.9.10.317
    Keywords: Artificial intelligence, emergency response, Natural Language Processing, Situation Classification, Machine Learning


    Implementation of Low Cost Interactive WhiteBoard System for Improving Teaching-Learning Environment
    Kyung Yeul Kim, Ji Su Park KIPS Transactions on Software and Data Engineering, Vol. 9, No. 9, pp. 291-296, Sep. 2020
    https://doi.org/10.3745/KTSDE.2020.9.9.291
    Keywords: Interactive WhigteBoard, Teaching-Learning, IT Technology, Interaction, Digital Media


    Hybrid Learning for Vision-and-Language Navigation Agents
    Suntaek Oh, Incheol Kim KIPS Transactions on Software and Data Engineering, Vol. 9, No. 9, pp. 281-290, Sep. 2020
    https://doi.org/10.3745/KTSDE.2020.9.9.281  
    Keywords: Vision-and-Language Navigation, Hybrid Learning, Path-Based Reward Function


    Performance Improvement Method of Convolutional Neural Network Using Agile Activation Function
    Na Young Kong, Young Min Ko, Sun Woo Ko KIPS Transactions on Software and Data Engineering, Vol. 9, No. 7, pp. 213-220, Jul. 2020
    https://doi.org/10.3745/KTSDE.2020.9.7.213  
    Keywords: Convolutional Neural Network, Agile Activation Function, Backpropagation, Learning


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