Digital Library


Search: "[ keyword: Ensemble ]" (14)
    Modeling and Selecting Optimal Features for Machine Learning Based Detections of Android Malwares
    Kye Woong Lee, Seung Taek Oh, Young Yoon KIPS Transactions on Software and Data Engineering, Vol. 8, No. 11, pp. 427-432, Nov. 2019
    https://doi.org/10.3745/KTSDE.2019.8.11.427
    Keywords: Android, Malware, APK, AI, Ensemble Algorithm


    Outlier Detection By Clustering-Based Ensemble Model Construction
    Cheong Hee Park, Taegong Kim, Jiil Kim, Semok Choi, Gyeong-Hoon Lee KIPS Transactions on Software and Data Engineering, Vol. 7, No. 11, pp. 435-442, Nov. 2018
    10.3745/KTSDE.2018.7.11.435
    Keywords: Streaming Data, Ensemble Method, Outlier Detection, K-Means Clustering


    Incremental Ensemble Learning for The Combination of Multiple Models of Locally Weighted Regression Using Genetic Algorithm
    Kim Sang Hun, Chung Byung Hee, Lee Gun Ho KIPS Transactions on Software and Data Engineering, Vol. 7, No. 9, pp. 351-360, Sep. 2018
    10.3745/KTSDE.2018.7.9.351
    Keywords: Locally Weighted Regression, Multi Model Selection, Incremental Ensemble Learning, genetic algorithm


    Logistic Regression Ensemble Method for Extracting Significant Information from Social Texts
    Kim So Hyeon, Kim Han Joon KIPS Transactions on Software and Data Engineering, Vol. 6, No. 5, pp. 279-284, May. 2017
    10.3745/KTSDE.2017.6.5.279
    Keywords: Machine Learning, Information Extraction, Ensemble, Logistic Regression, Social Media