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Ensemble framework for concept-drift detection in multidimensional streaming data
Published in International Journal of Computers and Applications, 2022
Kalli Srinivasa Nageswara Prasad, Annaluri Sreenivasa Rao, Attili Venkata Ramana
The experimental study and pragmatic analysis of the proposal were carried out on the desktop environment equipped with the Intel 7th generation processor with 3.6 GHz, 16GB ram, NVIDIA GeForce graphics card [35], and running windows 10 operating system. The implementation of the proposal was done by JAVA SE version 11[36], which has the potential to generate the data stream. The data preprocessing and visualization of the performance metric results were carried out using RStudio [37].