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Search: "[ keyword: PRED ]" (109)
    Understanding the Association Between Cryptocurrency Price Predictive Performance and Input Features
    Jaehyun Park, Yeong-Seok Seo KIPS Transactions on Software and Data Engineering, Vol. 11, No. 1, pp. 19-28, Jan. 2022
    https://doi.org/10.3745/KTSDE.2022.11.1.19
    Keywords: LSTM, Deep Learning, Input Feature, Cryptocurrency, Price Prediction, Data Analysis


    Prediction Model of Hypertension Using Sociodemographic Characteristics Based on Machine Learning
    Bum Ju Lee KIPS Transactions on Software and Data Engineering, Vol. 10, No. 11, pp. 541-546, Nov. 2021
    https://doi.org/10.3745/KTSDE.2021.10.11.541
    Keywords: machine leaning, Prediction Model, Hypertension, Sociodemographic Characteristics, Public Health


    A Comparative Study on Game-Score Prediction Models Using Compuational Thinking Education Game Data
    Yeongwook Yang KIPS Transactions on Software and Data Engineering, Vol. 10, No. 11, pp. 529-534, Nov. 2021
    https://doi.org/10.3745/KTSDE.2021.10.11.529
    Keywords: Computational Thinking, prediction, Game Based Learning, Regression


    Deep Learning-Based Stock Fluctuation Prediction According to Overseas Indices and Trading Trend by Investors
    Tae Seung Kim, Soowon Lee KIPS Transactions on Software and Data Engineering, Vol. 10, No. 9, pp. 367-374, Sep. 2021
    https://doi.org/10.3745/KTSDE.2021.10.9.367
    Keywords: Stock Price Fluctuation Prediction, Deep Learning, Overseas Indices, Trading Trends by Investor


    Bayesian Optimization Framework for Improved Cross-Version Defect Prediction
    Jeongwhan Choi, Duksan Ryu KIPS Transactions on Software and Data Engineering, Vol. 10, No. 9, pp. 339-348, Sep. 2021
    https://doi.org/10.3745/KTSDE.2021.10.9.339
    Keywords: Software Defect Prediction, Bayesian Optimization, Transfer Learning, Cross-Version Defect Prediction


    Proposed TATI Model for Predicting the Traffic Accident Severity
    Min-Ji Choo, So-Hyun Park, Young-Ho Park KIPS Transactions on Software and Data Engineering, Vol. 10, No. 8, pp. 301-310, Aug. 2021
    https://doi.org/10.3745/KTSDE.2021.10.8.301
    Keywords: TATI, Color Representation, Severity Prediction, Traffic Accident


    Black Ice Formation Prediction Model Based on Public Data in Land, Infrastructure and Transport Domain
    Jeong Ho Na, Sung-Ho Yoon, Hyo-Jung Oh KIPS Transactions on Software and Data Engineering, Vol. 10, No. 7, pp. 257-262, Jul. 2021
    https://doi.org/10.3745/KTSDE.2021.10.7.257
    Keywords: Black Ice, Public Data, Data Cleansing, Machine Learning, prediction


    A K-Means-Based Clustering Algorithm for Traffic Prediction in a Bike-Sharing System
    Kyoungok Kim, Chang Hwan Lee KIPS Transactions on Software and Data Engineering, Vol. 10, No. 5, pp. 169-178, May. 2021
    https://doi.org/10.3745/KTSDE.2021.10.5.169
    Keywords: Bike Sharing System, clustering, demand prediction, Random Forest


    A Modeling of Realtime Fuel Comsumption Prediction Using OBDII Data
    Hee-Eun Yang, Do-Hyun Kim, Hoseop Choe KIPS Transactions on Software and Data Engineering, Vol. 10, No. 2, pp. 57-64, Feb. 2021
    https://doi.org/10.3745/KTSDE.2021.10.2.57
    Keywords: Fuel Consumption, Prediction Model, Stacking Ensemble, Regression Model, OBDII


    Mortality Prediction of Older Adults Using Random Forest and Deep Learning
    Junhyeok Park, Songwook Lee KIPS Transactions on Software and Data Engineering, Vol. 9, No. 10, pp. 309-316, Oct. 2020
    https://doi.org/10.3745/KTSDE.2020.9.10.309
    Keywords: Mortality Prediction, Convolutional Neural Network, Random Forest, Feature selection, Deep Learning


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