John J. Grefenstette

Computer Science · Physical Sciences

46h-index13.1kcitations136works0.02yr avg
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Research Topics

Evolutionary Algorithms and Applications(36), Metaheuristic Optimization Algorithms Research(29), COVID-19 epidemiological studies(23), Influenza Virus Research Studies(14), Neural Networks and Applications(12)

Publications136 total

Planning as Inference in Epidemiological Dynamics Models
Frontiers in Artificial Intelligence·2022· 4 citedOpen Access
Interventions in measles outbreaks: the potential reduction in cases associated with school suspension and vaccination interventions
Journal of Applied Research on Children Informing Policy for Children at Risk·2020· 1 citedOpen Access
Detecting critical slowing down in high-dimensional epidemiological systems
PLoS Computational Biology·2020· 56 citedOpen Access
Forecasted Size of Measles Outbreaks Associated With Vaccination Exemptions for Schoolchildren
JAMA Network Open·2019· 58 citedOpen Access
Exploring scenarios of chikungunya mitigation with a data-driven agent-based model of the 2014–2016 outbreak in Colombia
Scientific Reports·2018· 14 citedOpen Access
Hepatitis C Treatment as Prevention: Focusing on United States Prisons
Journal of Hepatology·2016
Prevention of Hepatitis C by Screening and Treatment in U.S. Prisons
Annals of Internal Medicine·2015· 163 cited
Is population structure sufficient to generate area-level inequalities in influenza rates? An examination using agent-based models
BMC Public Health·2015· 41 citedOpen Access
A systematic review of barriers to data sharing in public health
BMC Public Health·2014· 562 citedOpen Access
A large-scale immuno-epidemiological simulation of influenza A epidemics
BMC Public Health·2014· 66 citedOpen Access
Su1042 Hepatitis C Screening in United States Prisons: Health and Economic Impact on Society
Gastroenterology·2014
Cost-effectiveness of hepatitis C screening in united states prisons: An agent-based approach
Value in Health·2014· 2 cited
Methods for Community Public Health Research
2014· 9 cited
Agent-Based Modeling of Factors Influencing Community Health
2014
Proceedings of the First International Conference on Genetic Algorithms and their Applications
Psychology Press eBooks·2014· 366 cited
Contagious Diseases in the United States from 1888 to the Present
New England Journal of Medicine·2013· 291 citedOpen Access
Kumar et al. Respond
American Journal of Public Health·2013· 3 citedOpen Access
FRED (A Framework for Reconstructing Epidemic Dynamics): an open-source software system for modeling infectious diseases and control strategies using census-based populations
BMC Public Health·2013· 247 citedOpen Access
Dynamic Simulation of Crime Perpetration and Reporting to Examine Community Intervention Strategies
Health Education & Behavior·2013· 11 citedOpen Access
Toward an Integrated Meta-model of Public Health Dynamics for Preparedness Decision Support
Journal of Public Health Management and Practice·2013· 9 citedOpen Access
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Frequent Co-authors

Donald S. Burke(14), Shawn T. Brown(10), Bruce Y. Lee(8), William D. Wheaton(8), Philip C. Cooley(7), Connie Loggia Ramsey(5), Shanta M. Zimmer(5), Richard K. Zimmerman(5), David Galloway(4), Rachel R. Bailey(4), Curtis P. Van Tassell(3), Lakshmi K. Matukumalli(3), Willem G. van Panhuis(3), Anna Charlotte Schultz(3), Roni Rosenfeld(3), Ronald E. Voorhees(3), Tina-Marie Assi(3), Diane K. Wagener(3), Kenneth De Jong(3), Margaret A. Potter(3)