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P6: A Declarative Language for Integrating Machine Learning in Visual Analytics
[article]
2020
arXiv
pre-print
We present P6, a declarative language for building high performance visual analytics systems through its support for specifying and integrating machine learning and interactive visualization methods. As data analysis methods based on machine learning and artificial intelligence continue to advance, a visual analytics solution can leverage these methods for better exploiting large and complex data. However, integrating machine learning methods with interactive visual analysis is challenging.
arXiv:2009.01399v1
fatcat:723jzwvs3nhkzkcajtl77uwvga