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Identification of influential spreaders in complex networks

Nature Physics · 2010 · Vol. 6(11) · pp. 888–893

Maksim Kitsak✉(Boston University)Lazaros K. Gallos(City College of New York)Shlomo Havlin(Bar-Ilan University)Fredrik Liljeros(Stockholm University)Lev Muchnik(New York University)H. Eugene Stanley(Boston University)Hernán A. Makse(City College of New York)

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Complex Network Analysis Techniques Opinion Dynamics and Social Influence Evolutionary Game Theory and CooperationBetweenness centralityCentralityIdentification (biology)Complex networkSocial network analysisMultitudeNetwork analysisComputer scienceCore (optical fiber)Data science

Funding

National Science Foundation
Israel Science Foundation
Riksbankens Jubileumsfond
Defense Threat Reduction Agency
Office of Naval Research

Citations

3,118

FWCI

52.08

field-weighted impact

References

35

Percentile

100%

vs. same field & year

Citations per year

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References

Infectious Diseases of Humans: Dynamics and Control

Annals of Internal Medicine · 1992 · 8,011 citations

Epidemic Spreading in Scale-Free Networks

Physical Review Letters · 2001 · 5,657 citations

Assortative Mixing in Networks

Physical Review Letters · 2002 · 5,003 citations

Immunization of complex networks

Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics · 2002 · 1,278 citations

Statistical physics of social dynamics

Reviews of Modern Physics · 2009 · 4,046 citations

Mathematical Epidemiology of Infectious Diseases: Model Building, Analysis and Interpretation

International Journal of Epidemiology · 2001 · 1,461 citations

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