netboost
boosting algo to reveal network generation mechansisms
Inferring network mechanisms: The Drosophila melanogaster protein interaction network; Middendorf, Ziv, and Wiggins
PNAS v102, #9 (2005)
Naturally occurring networks exhibit quantitative features revealing underlying growth mechanisms. Numerous network mechanisms have recently been proposed to reproduce specific properties such as degree distributions or clustering coefficients. We present a method for inferring the mechanism most accurately capturing a given network topology, exploiting...