Beyond the average: Detecting global singular nodes from local features in complex networks L. da F. Costa, F. A. Rodrigues, C. C. Hilgetag and M. Kaiser EPL, 87 1 (2009) 18008 Published online: 23 July 2009 DOI: 10.1209/0295-5075/87/18008