Spectral Properties of Matrices Associated with Some Directed Graphs
  We study the spectral properties of certain non-self-adjoint matrices associated with large directed graphs. Asymptotically the eigenvalues converge to certain curves, apart from a finite number that have limits not on these curves. 
E. B. Davies, Paul A. Incani