P6: A Declarative Language for Integrating Machine Learning in Visual Analytics

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,...

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Veröffentlicht in:	IEEE transactions on visualization and computer graphics Jg. 27; H. 2; S. 380 - 389
Hauptverfasser:	Li, Jianping Kelvin, Ma, Kwan-Liu
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	United States IEEE 01.02.2021 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Artificial intelligence Computer Science Data analysis Data visualization Declarative programming declarative specification interactive visualization Libraries Machine learning Mathematical analysis Python Systems analysis Toolkits Visual analytics Visualization
ISSN:	1077-2626, 1941-0506, 1941-0506
Online-Zugang:	Volltext
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