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Search: "[ keyword: 지도학습 ]" (5)
    Traffic Attributes Correlation Mechanism based on Self-Organizing Maps for Real-Time Intrusion Detection
    Kyoung Ae Hwang , Ha Young Oh , Ji Young Lim , Ki Joon Chae , Jung Chan Nah The KIPS Transactions:PartC, Vol. 12, No. 5, pp. 649-658, Oct. 2005
    10.3745/KIPSTC.2005.12.5.649


    Network Intrusion Detection System Using Feature Extraction Based on AutoEncoder in IOT environment
    Joohwa Lee, Keehyun Park KIPS Transactions on Software and Data Engineering, Vol. 8, No. 12, pp. 483-490, Dec. 2019
    https://doi.org/10.3745/KTSDE.2019.8.12.483
    Keywords: NIDS, IoT, Unsupervised learning, Machine Learning, Autoencoder


    Prediction of Cryptocurrency Price Trend Using Gradient Boosting
    Joo-Seong Heo, Do-Hyung Kwon, Ju-Bong Kim, Youn-Hee Han, Chae-Hun An KIPS Transactions on Software and Data Engineering, Vol. 7, No. 10, pp. 387-396, Oct. 2018
    10.3745/KTSDE.2018.7.10.387
    Keywords: Price Prediction, Cryptocurrency, Machine Learning, Supervised Learning, Gradient Boosting


    A Novel of Data Clustering Architecture for Outlier Detection to Electric Power Data Analysis
    Se Hoon Jung, Chang Sun Shin, Young Yun Cho, Jang Woo Park, Myung Hye Park, Young Hyun Kim, Seung Bae Lee, Chun Bo Sim KIPS Transactions on Software and Data Engineering, Vol. 6, No. 10, pp. 465-472, Oct. 2017
    10.3745/KTSDE.2017.6.10.465
    Keywords: Data Analysis, Electric Power, Unsupervised Learning, Outlier, PCA


    Unsupervised Scheme for Reverse Social Engineering Detection in Online Social Networks
    Ha Young Oh KIPS Transactions on Software and Data Engineering, Vol. 4, No. 3, pp. 129-134, Mar. 2015
    10.3745/KTSDE.2015.4.3.129


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KTSDE is also selected as the Journal for Accreditation by NRF (National Research Foundation of Korea).

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