Keyword

multivariate data visualization

Description: Methods for representing data with multiple variables visually to reveal patterns, relationships, and structure that are difficult to inspect in tabular form.

Primary topic: Data Visualization and Analytics (52%)

OpenAlex ID: keywords/multivariate-data-visualization

Posterior Summarization in Bayesian Phylogenetics Using Tracer 1.7

2018 · Andrew Rambaut, Alexei J Drummond, et al. · Systematic Biology · 11,116

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Multivariate Data Analysis

2016 · Thomas Haslwanter · Statisctics and computing/Statistics and computing · 3,094

Multivariate Density Estimation, Theory, Practice, and Visualbation

1993 · Philip H. Ramsay · Technometrics · 2,789

The plane with parallel coordinates

1985 · Alfred Inselberg · The Visual Computer · 1,422

The Use of Faces to Represent Points in K-Dimensional Space Graphically

1973 · Herman Chernoff · Journal of the American Statistical Association · 1,375

Lattice: Multivariate Data Visualization with R

2008 · Deepayan Sarkar · 1,011

Multidimensional Scaling

2000 · Mark L. Davison, Stephen G. Sireci · Elsevier eBooks · 817

GGE Biplot Analysis

2002 · Weikai Yan, Manjit S. Kang · CRC Press eBooks · 779

Biplots of Compositional Data

2002 · John Aitchison, Michael Greenacre · Journal of the Royal Statistical Society Series C (Applied Statistics) · 714

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Artificial neural networks for feature extraction and multivariate data projection

1995 · Jianchang Mao, A.K. Jain · IEEE Transactions on Neural Networks · 658

The Bagplot: A Bivariate Boxplot

1999 · Peter J. Rousseeuw, Ida Ruts, et al. · The American Statistician · 567

Lattice: Multivariate Data Visualization with R

2009 · James Cheshire · Journal of the Royal Statistical Society Series A (Statistics in Society) · 563

Multivariate Density Estimation: Theory, Practice, and Visualization.

1994 · Robert Weiss, David W. Scott · Journal of the American Statistical Association · 493

scatterplot3d- AnRPackage for Visualizing Multivariate Data

2003 · Uwe Ligges, Martin Mächler · Journal of Statistical Software · 485

The use of biplots in interpreting variety by environment interactions

1984 · R. A. Kempton · The Journal of Agricultural Science · 460

XmdvTool: integrating multiple methods for visualizing multivariate data

1994 · Matthew O. Ward · IEEE Visualization · 356

Automated support for classifying software failure reports

2003 · Andy Podgurski, David Leon, et al. · 314

Multivariate Density Estimation: Theory, Practice, and Visualization.

1993 · Guy Nason, D. W. Scott · Journal of the Royal Statistical Society Series A (Statistics in Society) · 286

Glyph-based Visualization: Foundations, Design Guidelines, Techniques and Applications

2012 · Borgo, Rita, Kehrer, Johannes, et al. · Eurographics · 275

Understanding Biplots

2010 · John Gower, Sugnet Lubbe, et al. · Wiley eBooks · 274

Neighborhood Preservation in Nonlinear Projection Methods: An Experimental Study

2001 · Jarkko Venna, Samuel Kaski · Lecture notes in computer science · 270

The trouble with stress: A flexible method for the evaluation of nonmetric multidimensional scaling

2018 · Eric Dexter, Gretchen Rollwagen‐Bollens, et al. · Limnology and Oceanography Methods · 269

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Visualizing multi-dimensional clusters, trends, and outliers using star coordinates

2001 · Eser Kandogan · ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 265

Clutter Reduction in Multi-Dimensional Data Visualization Using Dimension Reordering

2004 · Wei Peng, Matthew O. Ward, et al. · 251

Flow Mapping and Multivariate Visualization of Large Spatial Interaction Data

2009 · Diansheng Guo · IEEE Transactions on Visualization and Computer Graphics · 244

Works count: 1,997

Citation count: 48,800