Random Subwindows and Extremely Randomized Trees for Image Classification in Cell Biology

Raphaël Marée, Pierre Geurts, Louis Wehenkel
BMC Cell Biology supplement on Workshop of Multiscale Biological Imaging, Data Mining and Informatics, Volume 8, Number S1 - July 2007
Download the publication : maree-geurts-wehenkel-bmc-cell-biology-1471-2121-8-S1-S2.pdf [2.3Mo]  

See also

This paper is available online in the supplement/special-issue of the open-access journal BMC Cell Biology on "2006 International Workshop on Multiscale Biological Imaging, Data Mining and Informatics". The java software PiXiT implements the method proposed in this paper.

BibTex references

@Article\{MGW07,
  author       = "Mar\'ee, Rapha{\"e}l and Geurts, Pierre and Wehenkel, Louis",
  title        = "Random Subwindows and Extremely Randomized Trees for Image Classification in Cell Biology",
  journal      = "BMC Cell Biology supplement on Workshop of Multiscale Biological Imaging, Data Mining and Informatics",
  number       = "S1",
  volume       = "8",
  month        = "July",
  year         = "2007",
  keywords     = "bioinformatics, biomagnet",
  url          = "http://www.montefiore.ulg.ac.be/services/stochastic/pubs/2007/MGW07"
}

Other publications in the database

» Raphaël Marée
» Pierre Geurts
» Louis Wehenkel