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Search: "[ author: Duksan Ryu ]" (5)
    Software Defect Prediction Based on SAINT
    Sriman Mohapatra, Eunjeong Ju, Jeonghwa Lee, Duksan Ryu The Transactions of the Korea Information Processing Society, Vol. 13, No. 5, pp. 236-242, May. 2024
    https://doi.org/10.3745/TKIPS.2024.13.5.236
    Keywords: Transformer, SAINT, Software Defect Prediction


    Development of Reliability Measurement Method and Tool for Nuclear Power Plant Safety Software
    Lingjun Liu, Wooyoung Choi, Eunkyoung Jee, Duksan Ryu The Transactions of the Korea Information Processing Society, Vol. 13, No. 5, pp. 227-235, May. 2024
    https://doi.org/10.3745/TKIPS.2024.13.5.227
    Keywords: Software Reliability Measurement, Nuclear Power Plant Software, Bayesian Belief Network, Statistical Testing, Reliability Measurement Tool


    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


    A Comparative Study on Similarity Measure Techniques for Cross-Project Defect Prediction
    Duksan Ryu, Jongmoon Baik KIPS Transactions on Software and Data Engineering, Vol. 7, No. 6, pp. 205-220, Jun. 2018
    10.3745/KTSDE.2018.7.6.205
    Keywords: Cross-Project Defect Prediction, Similarity Measure, Outlier Detection


    Effective Harmony Search-Based Optimization of Cost-Sensitive Boosting for Improving the Performance of Cross-Project Defect Prediction
    Duksan Ryu, Jongmoon Baik KIPS Transactions on Software and Data Engineering, Vol. 7, No. 3, pp. 77-90, Mar. 2018
    10.3745/KTSDE.2018.7.3.77
    Keywords: Cost-Sensitive Boosting, Cross-Project Defect Prediction, Harmony Search, Search-Based Software Engineering, Transfer Learning


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