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Pregled bibliografske jedinice broj: 766992

Identification of Patient Zero in Static and Temporal Networks : Robustness and Limitations


Antulov-Fantulin, Nino; Lančić, Alen; Šmuc, Tomislav; Štefančić, Hrvoje; Šikić, Mile
Identification of Patient Zero in Static and Temporal Networks : Robustness and Limitations // Physical Review Letters, 114 (2015), 248701-1 doi:10.1103/PhysRevLett.114.248701 (međunarodna recenzija, članak, znanstveni)


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Naslov
Identification of Patient Zero in Static and Temporal Networks : Robustness and Limitations

Autori
Antulov-Fantulin, Nino ; Lančić, Alen ; Šmuc, Tomislav ; Štefančić, Hrvoje ; Šikić, Mile

Izvornik
Physical Review Letters (0031-9007) 114 (2015); 248701-1

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
patient zero ; temporal networks

Sažetak
Detection of patient zero can give new insights to epidemiologists about the nature of first transmissions into a population. In this Letter, we study the statistical inference problem of detecting the source of epidemics from a snapshot of spreading on an arbitrary network structure. By using exact analytic calculations and Monte Carlo estimators, we demonstrate the detectability limits for the susceptible infected-recovered model, which primarily depend on the spreading process characteristics. Finally, we demonstrate the applicability of the approach in a case of a simulated sexually transmitted infection spreading over an empirical temporal network of sexual interactions.

Izvorni jezik
Engleski

Znanstvena područja
Fizika, Računarstvo



POVEZANOST RADA


Projekt / tema
316289
317532
I-1701-2014

Ustanove
Fakultet elektrotehnike i računarstva, Zagreb,
Prirodoslovno-matematički fakultet, Matematički odjel, Zagreb,
Institut "Ruđer Bošković", Zagreb,
Hrvatsko katoličko sveučilište, Zagreb

Citiraj ovu publikaciju

Antulov-Fantulin, Nino; Lančić, Alen; Šmuc, Tomislav; Štefančić, Hrvoje; Šikić, Mile
Identification of Patient Zero in Static and Temporal Networks : Robustness and Limitations // Physical Review Letters, 114 (2015), 248701-1 doi:10.1103/PhysRevLett.114.248701 (međunarodna recenzija, članak, znanstveni)
Antulov-Fantulin, N., Lančić, A., Šmuc, T., Štefančić, H. & Šikić, M. (2015) Identification of Patient Zero in Static and Temporal Networks : Robustness and Limitations. Physical Review Letters, 114, 248701-1 doi:10.1103/PhysRevLett.114.248701.
@article{article, year = {2015}, pages = {248701-1-248701-5}, DOI = {10.1103/PhysRevLett.114.248701}, keywords = {patient zero, temporal networks}, journal = {Physical Review Letters}, doi = {10.1103/PhysRevLett.114.248701}, volume = {114}, issn = {0031-9007}, title = {Identification of Patient Zero in Static and Temporal Networks : Robustness and Limitations}, keyword = {patient zero, temporal networks} }

Časopis indeksira:


  • Current Contents Connect (CCC)
  • Web of Science Core Collection (WoSCC)
    • Science Citation Index Expanded (SCI-EXP)
    • SCI-EXP, SSCI i/ili A&HCI
  • Scopus
  • MEDLINE


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