One can gain a lot of insight into the structure of a network by analzing the eigenvalues and eigenvectors of its adjacency matrix. The connection between spectral parameters and the more combinatorial properties of networks and datasets is a subtle issue, and while many results have been established about this connection, it is still not fully understood. This connection has also led to a number of applications, including the development of link analysis algorithms for Web search.
C. Liaskos, V. Kotronis, und X. Dimitropoulos. IEEE INFOCOM 2016 - The 35th Annual IEEE International Conference on Computer Communications, Seite 1-9. (April 2016)
D. Liben-Nowell, und J. Kleinberg. CIKM '03: Proceedings of the twelfth international conference on Information and knowledge management, Seite 556--559. New York, NY, USA, ACM Press, (2003)
D. Liben-Nowell, und J. Kleinberg. CIKM '03: Proceedings of the twelfth international conference on Information and knowledge management, Seite 556--559. New York, NY, USA, ACM Press, (2003)