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Search: "[ author: DongIl Shin ]" (3)
    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


    Comparison of Performance Between Incremental and Batch Learning Method for Information Analysis of Cyber Surveillance and Reconnaissance
    Gyeong-Il Shin, Hosang Yooun, DongIl Shin, DongKyoo Shin KIPS Transactions on Software and Data Engineering, Vol. 7, No. 3, pp. 99-106, Mar. 2018
    10.3745/KTSDE.2018.7.3.99
    Keywords: Cyber ISR, Incremental Learning Method, Batch Learning Method


    Indoor Air Condition Measurement and Regression Analysis System Through Sensor Measurement Device and Gated Recurrent Unit
    Jaehyun Ahn, Dongil Shin, Kyuho Kim, Jihoon Yang KIPS Transactions on Software and Data Engineering, Vol. 6, No. 9, pp. 457-464, Sep. 2017
    10.3745/KTSDE.2017.6.9.457
    Keywords: Atmospheric Observation System, Time Series Prediction, Long-Short Term Memory(LSTM), Circuit Type Circulation Unit(GRU)