Chapter 4. Spectral Theory of Networks: From Biomolecular to Ecological Systems
- PD Dr. habil. Matthias Dehmer2,3,
- Prof. Dr. Frank Emmert-Streib4
Published Online: 21 AUG 2009
DOI: 10.1002/9783527627981.ch4
Copyright © 2009 Wiley-VCH Verlag GmbH & Co. KGaA
Book Title
Analysis of Complex Networks: From Biology to Linguistics
Additional Information
How to Cite
Estrada, E. (2009) Spectral Theory of Networks: From Biomolecular to Ecological Systems, in Analysis of Complex Networks: From Biology to Linguistics (eds M. Dehmer and F. Emmert-Streib), Wiley-VCH Verlag GmbH & Co. KGaA, Weinheim, Germany. doi: 10.1002/9783527627981.ch4
Editor Information
- 2
Vienna University of Technology, Discrete Mathematics and Geometry, Wiedner Hauptstraße 8–10, 1040 Vienna, Austria
- 3
University of Coimbra, Center for Mathematics, Apartado 3008, 3001-454 Coimbra, Portugal
- 4
Computational Biology and Machine Learning, Center for Cancer Research and Cell Biology, School of Medicine, Dentistry and Biomedical Sciences, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7BL, UK
Publication History
- Published Online: 21 AUG 2009
- Published Print: 22 APR 2009
ISBN Information
Print ISBN: 9783527323456
Online ISBN: 9783527627981
- Summary
- Chapter
- References
Keywords:
- spectral theory;
- complex networks;
- biomolecular systems;
- ecological systems;
- graph spectra;
- node centrality;
- global topological organization;
- communicability;
- network bipartivity
Summary
This chapter contains sections titled:
Introduction
Background on Graph Spectra
Spectral Measures of Node Centrality
Global Topological Organization of Complex Networks
Communicability in Complex Networks
Network Bipartivity
Conclusion
References