Spectral aspects of mining complex networks : geometry, topology, and dynamics.

Traditionally, the study of complex networks has employed mathematical toolsfrom graph theory and statistical physics. More recently, topological data analysis has introduced the application of algebraic topology to network science, opening up new possibilities. This dissertation takes a similar dir...

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Online Access:http://hdl.handle.net/2047/D20413933