. so c - ph ] 3 0 Se p 20 14 A unified data representation theory for network visualization , ordering and coarse - graining

نویسندگان

  • István A. Kovács
  • Péter Csermely
چکیده

István A. Kovács, 2, ∗ Réka Mizsei, and Péter Csermely Wigner Research Centre, Institute for Solid State Physics and Optics, H-1525 Budapest, P.O.Box 49, Hungary Institute of Theoretical Physics, Szeged University, H-6720 Szeged, Hungary Institute of Organic Chemistry, Research Centre for Natural Sciences, Hungarian Academy of Sciences, Pusztaszeri út 59-67, H-1025 Budapest, Hungary Department of Medical Chemistry, Semmelweis University, H-1444 Budapest, P.O.Box 266, Hungary (Dated: October 1, 2014)

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A unified data representation theory for network visualization, ordering and coarse-graining

Representation of large data sets became a key question of many scientific disciplines in the last decade. Several approaches for network visualization, data ordering and coarse-graining accomplished this goal. However, there was no underlying theoretical framework linking these problems. Here we show an elegant, information theoretic data representation approach as a unified solution of networ...

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Information : A unified data representation theory for network visualization , ordering and coarse - graining

István A. Kovács∗,1, 2, 3 Réka Mizsei, and Péter Csermely Wigner Research Centre, Institute for Solid State Physics and Optics, H-1525 Budapest, P.O.Box 49, Hungary Institute of Theoretical Physics, Szeged University, H-6720 Szeged, Hungary Center for Complex Networks Research and Department of Physics, Northeastern University, 110 Forsyth Street, 111 Dana Research Center, Boston, MA 02115, USA...

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تاریخ انتشار 2014