Scientific Visualization and Computer Graphics > CS > JBI > FWN > RUG

Paulo Eduardo Rauber.

  • room number: 489 (Bernoulliborg, building 5161)
  • e-mail: p.e.rauber rug.nl

Research

Visual analytics (mostly based on dimensionality reduction) applied to image segmentation, image classification, feature selection, and artificial neural networks.

Publications

Paulo E. Rauber, Samuel G. Fadel, Falcão, Alexandre X., and Alexandru C. Telea. Visualizing the Hidden Activity of Artificial Neural Networks. IEEE Transactions on Visualization and Computer Graphics (Proceedings of the Visual Analytics Science and Technology 2016), 23(01), January 2017.   bib
Paulo E. Rauber, Alexandre X. Falcão, and Alexandru C. Telea. Visualizing Time-Dependent Data Using Dynamic t-SNE. In EuroVis Short Papers. 2016.   bib
Renato R. O. da Silva, Paulo E. Rauber, Rafael M. Martins, Rosane Minghim, and Alexandru C. Telea. Exploring Multidimensional Projections Through Explanatory Maps. In Poster session of the National ICT.OPEN (Amersfoort). March, March 2016.   pdf Δ
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Renato R. O. da Silva, Paulo E. Rauber, Rafael M. Martins, Rosane Minghim, and Alexandru C. Telea. Attribute-based Visual Explanation of Multidimensional Projections. In EuroVis Workshop on Visual Analytics (EuroVA). The Eurographics Association, 2015.   doi
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Renato R. O. da Silva, Paulo E. Rauber, Rafael M. Martins, Rosane Minghim, and Alexandru C. Telea. Visual Explanation of Multidimensional Projections. In Poster session of the National ICT.OPEN (Amersfoort). March, March 2015.   pdf
bib
Paulo Eduardo Rauber, Renato Rodrigues Oliveira da Silva, Sander Feringa, M. Emre Celebi, Alexandre X. Falcão, and Alexandru C. Telea. Interactive Image Feature Selection Aided by Dimensionality Reduction. In EuroVis Workshop on Visual Analytics (EuroVA). The Eurographics Association, 2015.   pdf
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P.E. Rauber, A.X. Falcao, T.V. Spina, and P.J. De Rezende. Interactive Segmentation by Image Foresting Transform on Superpixel Graphs. In Graphics, Patterns and Images (SIBGRAPI), 2013 26th SIBGRAPI - Conference on. August, pages 131–138, August 2013.   bib

Software

Featured, feature exploration tool.

Thesne, flexible implementation of t-SNE and dynamic t-SNE.