1205.2318 (Soumen Roy)

Systems biology beyond degree, hubs and scale-free networks: the case
for multiple metrics in complex networks    [PDF]

Soumen Roy

Modeling and topological analysis of networks in biological and other complex systems, must venture beyond the limited consideration of very few network metrics like degree, betweenness or assortativity. A proper identification of informative and redundant entities from many different metrics, using recently demonstrated techniques, is essential. A holistic comparison of networks and growth models is best achieved only with the use of such methods.

View original: http://arxiv.org/abs/1205.2318