Structural Analysis of Complex Networks by Frank Emmert-Streib (auth.), Matthias Dehmer (eds.)
By Frank Emmert-Streib (auth.), Matthias Dehmer (eds.)
Because of the expanding complexity and progress of real-world networks, their research through the use of classical graph-theoretic equipment is many times a tricky strategy. accordingly, there's a robust have to mix graph-theoretic tools with mathematical concepts from different medical disciplines, equivalent to computer studying and knowledge thought, which will examine advanced networks extra adequately.
Filling a niche in literature, this self-contained publication provides theoretical and application-oriented effects to structurally discover complicated networks. The paintings focuses not just on classical graph-theoretic tools, but in addition demonstrates the usefulness of structural graph conception as a device for fixing interdisciplinary problems.
Special emphasis is given to tools on the topic of the next areas:
* purposes to biology, chemistry, linguistics, and information analysis
* Graph colorings
* Graph polynomials
* info measures for graphs
* Metrical homes of graphs
* walls and decompositions
* Quantitative graph measures
Structural research of advanced Networks is acceptable for a large, interdisciplinary readership of researchers, practitioners, and graduate scholars in discrete arithmetic, statistics, computing device technological know-how, laptop studying, man made intelligence, computational and platforms biology, cognitive technology, computational linguistics, and mathematical chemistry. The booklet can be used as a supplementary textbook in graduate-level seminars on structural graph research, advanced networks, or network-based desktop studying methods.
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Extra info for Structural Analysis of Complex Networks
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