Scientific Visualization and Computer Graphics > CS > BI > FSE > RUG

Rafael Messias Martins

  • e-mail: rmmartins gmail.com

I am currently working towards a double-degree PhD in a collaboration with the Visualization, Imaging and Computer Graphics (VICG) group from the University of São Paulo, Brazil. My main research interests are related to Visual Analytics of large-scale datasets using Multidimensional Projections (or Dimensionality Reduction techniques), with various application domains such as text and image collections, multivariate networks and free-and-open-source software development.

Publications

  1. J. Kruiger, R. Martins, P. Rauber, A. Kerren, S. Kobourov and A. Telea (2017) Graph Layouts by t-SNE.. . (BibTeX)
  2. R. Martins, J. Kruiger, R. Minghim, A. Telea and A. Kerren (2017) MVN-Reduce: Dimensionality Reduction for the Visual Analysis of Multivariate Networks. In Proc. EuroVis -- short papers.. Eurographics. (BibTeX)
  3. Danilo Coimbra, Rafael Messias Martins, Fernando V. Paulovich and A. C. Telea (2016) Explaining 3D Dimensionality Reduction Plots.. . (BibTeX)
  4. 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)
  5. 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)
  6. Rafael M. Martins (2016) Explanatory Visualization of Multidimensional Projections. PhD thesis. (URL) (BibTeX)
  7. 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)
  8. 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)
  9. Rafael Messias Martins, Rosane Minghim and A. C. Telea (2015) Explaining Neighborhood Preservation for Multidimensional Projections. In Proc. Computer Graphics \& Visual Computing (CGVC). London, United Kingdom. (Rita Borgo and Cagatay Turkay, Eds.) Eurographics Association. Best Student Paper Award. (BibTeX)
  10. R. Martins, D. Coimbra, R. Minghim and A. Telea (2014) Visual analysis of dimensionality reduction quality for parameterized projections.. . (BibTeX)