Multivariate visualization is a class of visualization techniques for rendering and analyzing datasets with more than three variables or dimensions through graphical representations.
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Publications per year
2017–2026
172
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1.1K
Nonlinear Dimensionality Reduction by Locally Linear Embedding
Sam T. Roweis, Lawrence K. Saul · Science · 2000 · 15K citations
Multivariate Data Analysis, 6th ed
Ronald L. Tatham, Rolph E. Anderson, Barry J. Babin et al. · 2006 · 9.1K citations
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Worcester Polytechnic Institute
Worcester, United States
20 h-index
49 publications
3.2K citations
Centre National de la Recherche Scientifique
Paris, France
15 h-index
40 publications
7.7K citations
University of Minnesota
Minneapolis, United States
14 h-index
20 publications
1.2K citations
University of Groningen
Groningen, The Netherlands
13 h-index
22 publications
1.3K citations
The Ohio State University
Columbus, United States
13 h-index
24 publications
1.4K citations
Linköping University
Linköping, Sweden
12 h-index
41 publications
1.8K citations
University of Utah
Salt Lake City, United States
11 h-index
27 publications
1.1K citations
Eindhoven University of Technology
Eindhoven, The Netherlands
10 h-index
27 publications
1.8K citations
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- IEEE Transactions on Visualization and Computer Graphics
TVCG · 60 publications · 3.5K citations
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- Journal of the American Statistical Association
35 publications · 7.8K citations
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- Technometrics
33 publications · 6.7K citations
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- Journal of Statistical Software
JSS · 27 publications · 14.5K citations
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- Journal of Computational and Graphical Statistics
JCGS · 32 publications · 1.8K citations
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