Search Results for author: Stefano Merler

Found 6 papers, 2 papers with code

Increasing situational awareness through nowcasting of the reproduction number

no code implementations26 Sep 2023 Andrea Bizzotto, Giorgio Guzzetta, Valentina Marziano, Martina del Manso, Alberto Mateo Urdiales, Daniele Petrone, Andrea Cannone, Chiara Sacco, Piero Poletti, Mattia Manica, Agnese Zardini, Filippo Trentini, Massimo Fabiani, Antonino Bella, Flavia Riccardo, Patrizio Pezzotti, Marco Ajelli, Stefano Merler

The time varying reproduction number R is a critical variable for situational awareness during infectious disease outbreaks, but delays between infection and reporting hinder its accurate estimation in real time.

Inferring high-resolution human mixing patterns for disease modeling

1 code implementation25 Feb 2020 Dina Mistry, Maria Litvinova, Ana Pastore y Piontti, Matteo Chinazzi, Laura Fumanelli, Marcelo F. C. Gomes, Syed A. Haque, Quan-Hui Liu, Kunpeng Mu, Xinyue Xiong, M. Elizabeth Halloran, Ira M. Longini Jr., Stefano Merler, Marco Ajelli, Alessandro Vespignani

Mathematical and computational modeling approaches are increasingly used as quantitative tools in the analysis and forecasting of infectious disease epidemics.

Populations and Evolution Physics and Society Quantitative Methods

mlpy: Machine Learning Python

1 code implementation29 Feb 2012 Davide Albanese, Roberto Visintainer, Stefano Merler, Samantha Riccadonna, Giuseppe Jurman, Cesare Furlanello

mlpy is a Python Open Source Machine Learning library built on top of NumPy/SciPy and the GNU Scientific Libraries.

BIG-bench Machine Learning

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