Forecasting the 2013–2014 Influenza Season Using Wikipedia

A Dirichlet process model for classifying and forecasting epidemic curves

(2014) Elaine O Nsoesie et al.   BMC INFECTIOUS DISEASES

Parameter estimation for stiff deterministic dynamical systems via ensemble Kalman filter

(2014) Andrea Arnold et al.   INVERSE PROBLEMS

Influenza Forecasting in Human Populations: A Scoping Review

(2014) Jean-Paul Chretien et al.   PLoS One

Comparison of Filtering Methods for the Modeling and Retrospective Forecasting of Influenza Epidemics

(2014) Wan Yang et al.   PLoS Computational Biology

Wikipedia Usage Estimates Prevalence of Influenza-Like Illness in the United States in Near Real-Time

(2014) David J. McIver et al.   PLoS Computational Biology

Global Disease Monitoring and Forecasting with Wikipedia

(2014) Nicholas Generous et al.   PLoS Computational Biology

A systematic review of studies on forecasting the dynamics of influenza outbreaks

(2013) Elaine O. Nsoesie et al.   Influenza and Other Respiratory Viruses

A Simulation Optimization Approach to Epidemic Forecasting

(2013) Elaine O. Nsoesie et al.   PLoS One

Real-time influenza forecasts during the 2012–2013 season

(2013) Jeffrey Shaman et al.   Nature Communications

A deterministic model for influenza infection with multiple strains and antigenic drift

(2013) Jorge A. Alfaro-Murillo et al.   Journal of Biological Dynamics

Monitoring and prediction of an epidemic outbreak using syndromic observations

(2012) Alex Skvortsov et al.   MATHEMATICAL BIOSCIENCES

Forecasting seasonal outbreaks of influenza

(2012) J. Shaman et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

A Survey of Sequential Monte Carlo Methods for Economics and Finance

(2011) Drew Creal   Econometric Reviews

Human Mobility Networks, Travel Restrictions, and the Global Spread of 2009 H1N1 Pandemic

(2011) Paolo Bajardi et al.   PLoS One

Real-Time Epidemic Monitoring and Forecasting of H1N1-2009 Using Influenza-Like Illness from General Practice and Family Doctor Clinics in Singapore

(2010) Jimmy Boon Som Ong et al.   PLoS One

Time series analysis via mechanistic models

(2009) Carles Bretó et al.   Annals of Applied Statistics

Seasonal transmission potential and activity peaks of the new influenza A(H1N1): a Monte Carlo likelihood analysis based on human mobility

(2009) Duygu Balcan et al.   BMC Medicine

Seasonal and pandemic influenza surveillance considerations for constructing multicomponent systems

(2009) Lynnette Brammer et al.   Influenza and Other Respiratory Viruses

Variational data assimilation with epidemic models

(2009) C.J. Rhodes et al.   JOURNAL OF THEORETICAL BIOLOGY

Pandemic Potential of a Strain of Influenza A (H1N1): Early Findings

(2009) C. Fraser et al.   SCIENCE

MapReduce

(2008) Jeffrey Dean et al.   COMMUNICATIONS OF THE ACM

Real Time Bayesian Estimation of the Epidemic Potential of Emerging Infectious Diseases

(2008) Luís M. A. Bettencourt et al.   PLoS One