Social and Information Networks · Computer Science
Infection Analysis on Irregular Networks through Graph Signal Processing
Seyyedali Hosseinalipour, Jie Wang, Yuanzhe Tian, Huaiyu Dai
2019-12-13
Dynamical Systems · Mathematics
The Topological Weighted Centroid (TWC): A topological approach to the time-space structure of epidemic and pseudo-epidemic processes
Massimo Buscema, Giulia Massini, Pier Luigi Sacco
2018-01-17
Quantitative Methods · Quantitative Biology
Characterizing the reproduction number of epidemics with early sub-exponential growth dynamics
Gerardo Chowell, Cécile Viboud, Lone Simonsen, Seyed Moghadas
2016-10-10
Populations and Evolution · Quantitative Biology
Time evolution of epidemic disease on finite and infinite networks
Pierre-André Noël, Bahman Davoudi, Robert C. Brunham, Louis J. Dubé +1
2010-09-16
Optimization and Control · Mathematics
Epidemic Dynamics via Wavelet Theory and Machine Learning, with Applications to Covid-19
Tô Tat Dat, Protin Frédéric, Nguyen T. T. Hang, Martel Jules +7
2020-12-22
Populations and Evolution · Quantitative Biology
Estimating the State of Epidemics Spreading with Graph Neural Networks
Abhishek Tomy, Matteo Razzanelli, Francesco Di Lauro, Daniela Rus +1
2021-05-12
Social and Information Networks · Computer Science
Generating geographically and economically realistic large-scale synthetic contact networks: A general method using publicly available data
Alexander Y. Tulchinsky, Fardad Haghpanah, Alisa Hamilton, Nodar Kipshidze +1
2024-06-24
Optimization and Control · Mathematics
Optimal curing policy for epidemic spreading over a community network with heterogeneous population
Stefania Ottaviano, Francesco De Pellegrini, Stefano Bonaccorsi, Piet Van Mieghem
2017-12-04
Artificial Intelligence · Computer Science
Discrepancies in Epidemiological Modeling of Aggregated Heterogeneous Data
Anna L. Trella, Peniel N. Argaw, Michelle M. Li, James A. Hay
2021-06-22
Disordered Systems and Neural Networks · Physics
Dynamical patterns of epidemic outbreaks in complex heterogeneous networks
Marc Barthelemy, Alain Barrat, Romualdo Pastor-Satorras, Alessandro Vespignani
2007-05-23
Probability · Mathematics
Unified modelling of epidemics by coupled dynamics via Monte-Carlo Markov Chain algorithms
Frédéric Protin, Martel Jules, Duc Thang Nguyen, Hang T. T. Nguyen +8
2021-06-28
Machine Learning · Computer Science
Controlling Graph Dynamics with Reinforcement Learning and Graph Neural Networks
Eli A. Meirom, Haggai Maron, Shie Mannor, Gal Chechik
2021-07-12
Social and Information Networks · Computer Science
Epidemics in a Synthetic Urban Population with Multiple Levels of Mixing
Alessandro Celestini, Francesca Colaiori, Stefano Guarino, Enrico Mastrostefano +1
2026-05-19