Approximated and User Steerable tSNE for Progressive Visual Analytics

Progressive Visual Analytics aims at improving the interactivity in existing analytics techniques by means of visualization as well as interaction with intermediate results. One key method for data analysis is dimensionality reduction, for example, to produce 2D embeddings that can be visualized and...

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Veröffentlicht in:	IEEE transactions on visualization and computer graphics Jg. 23; H. 7; S. 1739 - 1752
Hauptverfasser:	Pezzotti, Nicola, Lelieveldt, Boudewijn P. F., Van Der Maaten, Laurens, Hollt, Thomas, Eisemann, Elmar, Vilanova, Anna
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	United States IEEE 01.07.2017 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Algorithm design and analysis Analytics approximate computation Approximation Approximation algorithms Computational complexity Data analysis Data visualization Dimensional analysis dimensionality reduction High dimensional data Mathematical analysis progressive visual analytics Real time Real-time systems Visual analytics Visualization
ISSN:	1077-2626, 1941-0506
Online-Zugang:	Volltext
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