Digital Library


Search: "[ keyword: Concept Drift ]" (3)
    An Android Malware Detection Technique Using Gaussian Mixture Model Clustering
    Seung Min Lee, Seok Hyun Ahn, Seong-Je Cho, Dong Jae Kim, Young Sup Hwang The Transactions of the Korea Information Processing Society, Vol. 14, No. 5, pp. 352-362, May. 2025
    https://doi.org/10.3745/TKIPS.2025.14.5.352
    Keywords: Android Malware, Concept Drift, Gaussian mixture model, clustering, Area under Time


    Quantitative Estimation Method for ML Model Performance Change, Due to Concept Drift
    Soon-Hong An, Hoon-Suk Lee, Seung-Hoon Kim KIPS Transactions on Software and Data Engineering, Vol. 12, No. 6, pp. 259-266, Jun. 2023
    https://doi.org/10.3745/KTSDE.2023.12.6.259
    Keywords: Concept Drift, Data Drift, Covariate Shift, Kolmogorov–Smirnov Test


    Dimension Reduction Methods on High Dimensional Streaming Data with Concept Drift
    Cheong Hee Park KIPS Transactions on Software and Data Engineering, Vol. 5, No. 8, pp. 361-368, Aug. 2016
    10.3745/KTSDE.2016.5.8.361
    Keywords: High Dimensional Streaming Data, Incremental Dimension Reduction Method, Adaptive Classifier, Concept Drift