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Search: "[ keyword: Learning ]" (262)
    Improved Network Intrusion Detection Model through Hybrid Feature Selection and Data Balancing
    Byeongjun Min, Jihun Ryu, Dongkyoo Shin, Dongil Shin KIPS Transactions on Software and Data Engineering, Vol. 10, No. 2, pp. 65-72, Feb. 2021
    https://doi.org/10.3745/KTSDE.2021.10.2.65
    Keywords: Intrusion Dectection, Deep Learning, Over Sampling, Feature selection


    Design of Real-Time Video System for Mathematics Education
    Ji Su Park, Choi Beom Soon KIPS Transactions on Software and Data Engineering, Vol. 10, No. 1, pp. 29-34, Jan. 2021
    https://doi.org/10.3745/KTSDE.2021.10.1.29
    Keywords: E-learning, Video Education, Interaction, Mathematics Education, Edutech


    Double Encoder-Decoder Model for Improving the Accuracy of the Electricity Consumption Prediction in Manufacturing
    Yeongchang Cho, Byung Gill Go, Jong Hoon Sung, Yeong Sik Cho KIPS Transactions on Software and Data Engineering, Vol. 9, No. 12, pp. 419-430, Dec. 2020
    https://doi.org/10.3745/KTSDE.2020.9.12.419
    Keywords: Time-Series Forecasting, Deep Learning, Machine Learning


    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


    A Study on Simulation-Based Collaborative E-Learning System for Security Education in Medical Convergence Industry
    Yanghoon Kim KIPS Transactions on Software and Data Engineering, Vol. 9, No. 11, pp. 339-344, Nov. 2020
    https://doi.org/10.3745/KTSDE.2020.9.11.339
    Keywords: Collaborative E-Learning, Medical Convergence Industry, Simulation Contents, security education


    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


    Edutech in the Era of the 4th Industrial Revolution
    Ji Su Park, Joon-Min Gil KIPS Transactions on Software and Data Engineering, Vol. 9, No. 11, pp. 329-331, Nov. 2020
    https://doi.org/10.3745/KTSDE.2020.9.11.329
    Keywords: Edutech, E-learning, Blockchain, Simulation


    Real Time Face detection Method Using TensorRT and SSD
    Hye-Bin Yoo, Myeong-Suk Park, Sang-Hoon Kim KIPS Transactions on Software and Data Engineering, Vol. 9, No. 10, pp. 323-328, Oct. 2020
    https://doi.org/10.3745/KTSDE.2020.9.10.323
    Keywords: Tensorflow, TensorRT, Deep Learning, SSD, Object Detection


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