Scientific Visualization and Computer Graphics

Scientific Visualization and Computer Graphics > BI > FSE > RUG * Print * Search

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

  1. Rauber, Paulo E., Fadel, Samuel G., Falcao, Alexandre X. and Telea, Alexandru C. (2017) Visualizing the Hidden Activity of Artificial Neural Networks.. . (BibTeX)
  2. J. Kruiger, R. Martins, P. Rauber, A. Kerren, S. Kobourov and A. Telea (2017) Graph Layouts by t-SNE.. . (BibTeX)
  3. P. Rauber, A. Falcao and A. Telea (2017) Projections as Visual Aids for Classification System Design.. . (BibTeX)
  4. Paulo E. Rauber (2017) Visual Analytics Applied to Image Analysis -- From Segmentation to Classification. PhD thesis. (URL) (BibTeX)
  5. Rauber, Paulo E., Falc√£o, Alexandre X. and Telea, Alexandru C. (2016) Visualizing Time-Dependent Data Using Dynamic t-SNE. In EuroVis Short Papers.. (BibTeX)
  6. Silva, Renato R. O. da, Rauber, Paulo E., Martins, Rafael M., Minghim, Rosane and Telea, Alexandru C. (2016) Exploring Multidimensional Projections Through Explanatory Maps. In Poster session of the National ICT.OPEN (Amersfoort). mar. Attach:pdf.gif Δ Δ (BibTeX)
  7. J. Koehoorn, A. Sobiecki, P. Rauber, A. Jalba and A. Telea (2016) Efficient and Effective Automated Digital Hair Removal from Dermoscopy Images.. . (BibTeX)
  8. R. da Silva, P. Rauber and A. Telea (2016) Beyond the Third Dimension: Visualizing High-dimensional Data with Projections.. . (BibTeX)
  9. R. da Silva, E. Vernier, P. Rauber, J. Comba, R. Minghim and A. Telea (2016) Metric Evolution Maps: Multidimensional Attribute-driven Exploration of Software Repositories. In Proceedings Vision, Modeling, and Visualization (VMV).. Eurographics. (BibTeX)
  10. R. da Silva, P. Rauber, R. Martins, R. Minghim and A. Telea (2016) Exploring Multidimensional Projections Through Explanatory Maps. In Proc. ICT.OPEN, Amersfoort.. (BibTeX)
  11. Rauber, Paulo Eduardo, Silva, Renato Rodrigues Oliveira da, Feringa, Sander, Celebi, M. Emre, Falcao, Alexandre X. and Telea, Alexandru C. (2015) Interactive Image Feature Selection Aided by Dimensionality Reduction. In EuroVis Workshop on Visual Analytics (EuroVA).. The Eurographics Association. Attach:pdf.gif Δ Δ (BibTeX)
  12. Silva, Renato R. O. da, Rauber, Paulo E., Martins, Rafael M., Minghim, Rosane and Telea, Alexandru C. (2015) Visual Explanation of Multidimensional Projections. In Poster session of the National ICT.OPEN (Amersfoort). mar. Attach:pdf.gif Δ Δ (BibTeX)
  13. Silva, Renato R. O. da, Rauber, Paulo E., Martins, Rafael M., Minghim, Rosane and Telea, Alexandru C. (2015) Attribute-based Visual Explanation of Multidimensional Projections. In EuroVis Workshop on Visual Analytics (EuroVA).. The Eurographics Association. Attach:pdf.gif Δ Δ (BibTeX)
  14. Rauber, P.E., Falcao, A.X., Spina, T.V. and De Rezende, P.J. (2013) Interactive Segmentation by Image Foresting Transform on Superpixel Graphs. In Graphics, Patterns and Images (SIBGRAPI), 2013 26th SIBGRAPI - Conference on. aug, pages 131-138. (BibTeX)

Software

Featured, feature exploration tool.

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