In this paper, a Cloud computing approach for intelligent visualization of multidimensional data is proposed. Intelligent visualization enables to create visualization models based on the best practices and experience. A new Cloud computing-based data mining system DAMIS is introduced for the intelligent data analysis including data visualization methods. It can assist researchers to handle large amounts of multidimensional data when executing resource-expensive and time-consuming data mining tasks by considerably reducing the information load. The application of DAMIS is illustrated by the visual analysis of medical streaming data.
CITATION STYLE
Bernatavičienė, J., Dzemyda, G., Kurasova, O., Marcinkevičius, V., Medvedev, V., & Treigys, P. (2016). Cloud computing approach for intelligent visualization of multidimensional data. Springer Optimization and Its Applications, 107, 73–85. https://doi.org/10.1007/978-3-319-29975-4_5
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