Automated analytical methods to support visual exploration of high-dimensional data

IEEE Transactions on Visualization and Computer Graphics

Volumn 17, Issue 5, 2011, Pages 584-597

  Tatu, Andrada ^a   Albuquerque, Georgia ^b   Eisemann, Martin ^b   Bak, Peter ^a   Theisel, Holger ^c   Magnor, Marcus ^b   Keim, Daniel ^a  

^a UNIVERSITY OF KONSTANZ   (Germany)

^b TECHNICAL UNIVERSITY OF BRAUNSCHWEIG   (Germany)

^c OTTO VON GUERICKE UNIVERSITY   (Germany)

Author keywords

Dimensionality reduction; parallel coordinates; quality measures; scatterplots

Indexed keywords

ANALYSIS METHOD; ANALYTICAL METHOD; AUTOMATIC ANALYSIS METHOD; CLASS-BASED; DATA EXPLORATION; DATA SETS; DIMENSIONAL REPRESENTATION; DIMENSIONALITY REDUCTION; HIGH DIMENSIONAL DATA; INTERACTIVE DATA ANALYSIS; MULTIVARIATE DATA; PARALLEL COORDINATES; QUALITY MEASURES; RANKING MEASURES; SCATTER PLOTS; SPEED-UPS; VISUAL EXPLORATION; VISUAL STRUCTURE;

DATA REDUCTION;

VISUALIZATION;

EID: 79952902092     PISSN: 10772626     EISSN: None     Source Type: Journal    
DOI: 10.1109/TVCG.2010.242     Document Type: Article

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