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Search: "[ keyword: Time Series ]" (16)
    Hourly Prediction of Particulate Matter (PM2.5) Concentration Using Time Series Data and Random Forest
    Deukwoo Lee, Soowon Lee KIPS Transactions on Software and Data Engineering, Vol. 9, No. 4, pp. 129-136, Apr. 2020
    https://doi.org/10.3745/KTSDE.2020.9.4.129
    Keywords: Particulate Matter, PM2.5, Time Series Data, Machine Learning, Random Forest


    Time Series Perturbation Modeling Algorithm - Combination of Genetic Programming and Quantum Mechanical Perturbation Theory
    Geum Yong Lee The KIPS Transactions:PartB , Vol. 9, No. 3, pp. 277-286, Jun. 2002
    10.3745/KIPSTB.2002.9.3.277


    Data Mining Time Series Data With Virtual Transaction
    Ung Mo Kim, Min Soo Kim, Chul Hwan Kim The KIPS Transactions:PartD, Vol. 9, No. 2, pp. 251-257, Apr. 2002
    10.3745/KIPSTD.2002.9.2.251


    Study on the Test and Visualization of Change in Structures Associated with the Occurrence of Non-Stationary of Long-Term Time Series Data Based on Unit Root Test
    Jaeseong Yoo, Jaegul Choo KIPS Transactions on Software and Data Engineering, Vol. 8, No. 7, pp. 289-302, Jul. 2019
    https://doi.org/10.3745/KTSDE.2019.8.7.289
    Keywords: Time Series, Non-Stationary, Unit Root Test, Visualization


    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)


    Trend of Research and Industry-Related Analysis in Data Quality Using Time Series Network Analysis
    Kyoung-Ae Jang, Kwang-Suk Lee, Woo-Je Kim KIPS Transactions on Software and Data Engineering, Vol. 5, No. 6, pp. 295-306, Jun. 2016
    10.3745/KTSDE.2016.5.6.295
    Keywords: data quality, Social Network Analysis, Time Series Network Analysis, Textmining, Metadata


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