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Search: "[ keyword: PRED ]" (119)
    Boosting the Performance of the Predictive Model on the Imbalanced Dataset Using SVM Based Bagging and Out-of-Distribution Detection
    Jong Hoon Kim, Hayoung Oh KIPS Transactions on Software and Data Engineering, Vol. 11, No. 11, pp. 455-464, Nov. 2022
    https://doi.org/10.3745/KTSDE.2022.11.11.455
    Keywords: Imbalanced Dataset, Predictive Performance, Bagging, Out-of-Distribution(OoD) Detection


    Electric Power Demand Prediction Using Deep Learning Model with Temperature Data
    Hyoup-Sang Yoon, Seok-Bong Jeong KIPS Transactions on Software and Data Engineering, Vol. 11, No. 7, pp. 307-314, Jul. 2022
    https://doi.org/10.3745/KTSDE.2022.11.7.307  
    Keywords: Electric Power Demand Prediction, Deep Learning, WaveNet, Temperature Data


    Verifying Execution Prediction Model based on Learning Algorithm for Real-time Monitoring
    Yoon Seok Jeong , Tae Wan Kim , Chun Hyon Chang The KIPS Transactions:PartA, Vol. 11, No. 4, pp. 243-250, Aug. 2004
    10.3745/KIPSTA.2004.11.4.243


    Scalar First Replacement Strategy for Reference Prediction Table Used in Prefetching Streaming Data
    Chul Hoo Lim , Young Suk Chon , Suk Il Kim , Joong Nam Jeon The KIPS Transactions:PartA, Vol. 11, No. 3, pp. 163-172, Jun. 2004
    10.3745/KIPSTA.2004.11.3.163


    Effective Utilization of Domain Knowledge for Relational Reinforcement Learning
    MinKyo Kang, InCheol Kim KIPS Transactions on Software and Data Engineering, Vol. 11, No. 3, pp. 141-148, Mar. 2022
    https://doi.org/10.3745/KTSDE.2022.11.3.141
    Keywords: Relational Reinforcement Learning, Domain Knowledge, Policy, Logic Predicate, Generality, Interpretability


    Disease Prediction By Learning Clinical Concept Relations
    Seung-Hyeon Jo, Kyung-Soon Lee KIPS Transactions on Software and Data Engineering, Vol. 11, No. 1, pp. 35-40, Jan. 2022
    https://doi.org/10.3745/KTSDE.2022.11.1.35
    Keywords: Cninical Decision Support, Clinical Concept Relation, Deep Learning, Disaese Prediction, Query Expansion


    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


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