People
Laetitia Gauvin
Affiliated Researcher
Affiliated Researcher
Fields Of Study
Modelling of socio-economic systems, Statistical physics, Complex systems, Machine learning, Sustainable development goals
Website
Publications
Estimating household contact matrices structure from easily collectable metadata
Lorenzo Dall’Amico, Jackie Kleynhans, Laetitia Gauvin, Michele Tizzoni, Laura Ozella, Mvuyo Makhasi, Nicole Wolter, Brigitte Language, Ryan G. Wagner, Cheryl Cohen, Stefano Tempia, Ciro Cattuto
Plos One
(2024)
The limits of human mobility traces to predict the spread of COVID-19: a transfer entropy approach
Federico Delussu, Michele Tizzoni, Laetitia Gauvin
PNAS Nexus,
1-13, (2023)
Association of close-range contact patterns with SARS-CoV-2: a household transmission study
Jackie Kleynhans, Lorenzo Dall’Amico, Laetitia Gauvin, Michele Tizzoni, Lucia Maloma, Sibongile Walaza, Neil A Martinson, Anne von Gottberg, Nicole Wolter, Mvuyo Makhasi, Cheryl Cohen, Ciro Cattuto, Stefano Tempia, SA-S-HTS Group
eLife,
1-26, 12:e84753, (2023)
Randomized Reference Models for Temporal Networks
Laetitia Gauvin, Mathieu Génois, Márton Karsai, Mikko Kivelä, Taro Takaguchi, Eugenio Valdano, Christian L. Vestergaard
SIAM - Society for Industrial and Applied Mathematics,
763 - 830, 64/4, (2022)
Identifying urban features for vulnerable road user safety in Europe
Marina Klanjcic, Laetitia Gauvin, Michele Tizzoni, Michael Szell
EPJ Data Science,
1-15, 11: 27, (2022)
Evidence of pandemic fatigue associated with stricter tiered COVID-19 restrictions
Federico Delussu, Michele Tizzoni, Laetitia Gauvin
PLoS Digital Health,
1-14, 1(5): e0000035, (2022)
Data-driven micromobility network planning for demand and safety
Pietro Folco, Laetitia Gauvin, Michele Tizzoni, Michael Szell
Environment and Planning B: Urban Analytics and City Science,
1-16, 50, 8, (2022)
Addressing the socioeconomic divide in computational modeling for infectious diseases
Michele Tizzoni, Elaine O. Nsoesie, Laetitia Gauvin, Márton Karsai, Nicola Perra, Shweta Bansal
Nature Communication,
13, 2897, (2022)
Spatial and temporal variation in proximity networks of commercial dairy cattle in Great Britain
Laura Ozella, Helen R. Fielding, Trevelyan J. McKinley, Richard J. Delahay, Ciro Cattuto, Laetitia Gauvin, Jared K. Wilson-Aggarwal, Matthew J. Silk, Robbie A. McDonald
Book: Preventive Veterinary Medicine,
194/105443, (2021)
Socio-economic determinants of mobility responses during the first wave of COVID-19 in Italy: from provinces to neighbourhoods
Filippo Privitera, Brennan Lake, Michele Tizzoni, Laetitia Gauvin, Paolo Bajardi, Emanuele Pepe
Journal of the Royal Society Interface,
18, 181, (2021)
Interplay between mobility, multi-seeding and lockdowns shapes COVID-19 local impact
Mattia Mazzoli, David Mateo, Alberto Hernando, Ciro Cattuto, Michele Tizzoni, Laetitia Gauvin, Paolo Bajardi, Emanuele Pepe, Sandro Meloni, José J. Ramasco
PLoS Computational Biology,
17(10): e1009326, (2021)
Early social distancing policies in Europe, changes in mobility & COVID-19 case trajectories: Insights from Spring 2020
Shailesh Bavadekar, Matthew Abueg, Michael Hogue, Andrew Oplinger, Katherine Chou, Greg Corrado, Adam Boulanger, Adam Pearce, Chaitanya Kamath, Arran Schlosberg, Charlotte Stanton, Liana R. Woskie, Jonathan Hennessy, Valeria Espinosa, Thomas C. Tsai, Swapnil Vispute, Benjamin H. Jacobson, Alex Fabrikant, Evgeniy Gabrilovich, Tomer Shekel, Ashish K. Jha, Gregory A. Wellenius, Ciro Cattuto, Michele Tizzoni, Laetitia Gauvin
Plos One,
16(6):e0253071, (2021)
Detecting adherence to the recommended childhood vaccination schedule from user-generated content in a US parenting forum
Daniela Paolotti, Michele Starnini, Kyriaki Kalimeri, Yelena Mejova, Laetitia Gauvin, Lorenzo Betti, Gianmarco De Francisci Morales
PLoS Computational Biology,
17(4): e1008919, (2021)
weg2vec: Event embedding for temporal networks
Maddalena Torricelli, Márton Karsai, Laetitia Gauvin
Scientific Reports,
10, 7164, (2020)
The effect of age, environment and management on social contact patterns in sheep
Laura Ozella, Ciro Cattuto, Laetitia Gauvin, Joss Langford, Emily Price
Applied Animal Behaviour Science,
225, 104964, (2020)
Gender gaps in urban mobility
Laetitia Gauvin, Michele Tizzoni, Simone Piaggesi, Andrew Young, N. Adler, Stefaan G. Verhulst, Leonardo Adrian Ferres, Ciro Cattuto
Humanities and Social Sciences Communications,
7: 11, (2020)
COVID-19 outbreak response, a dataset to assess mobility changes in Italy following national lockdown
Filippo Privitera, Brennan Lake, Ciro Cattuto, Michele Tizzoni, Laetitia Gauvin, Paolo Bajardi, Emanuele Pepe
Scientific Data,
7, 230, (2020)
Wearable Proximity Sensors for Monitoring a Mass Casualty Incident Exercise: Feasibility Study
Anna Sapienza, Laura Ozella, André Panisson, Marco Quaggiotto, Kyriaki Kalimeri, Ciro Cattuto, Michele Tizzoni, Laetitia Gauvin, Luca Carenzo, Pier Luigi Ingrassia, Davide Colombo, Francesco Della Corte
Journal of Medical Internet Research,
21, 4 e12251, (2019)
Predicting City Poverty Using Satellite Imagery
Simone Piaggesi, Laetitia Gauvin, Michele Tizzoni, Ciro Cattuto, N. Adler, Stefaan G. Verhulst, Andrew Young, R. Price, Leonardo Adrian Ferres, André Panisson
In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops,
90-96, (2019)
Estimating the outcome of spreading processes on networks with incomplete information: A dimensionality reduction approach
Anna Sapienza, Ciro Cattuto, Laetitia Gauvin, Alain Barrat
Physical Review E,
98 / 1, (2018)
Change points, memory and epidemic spreading in temporal networks
Tiago De Paula Peixoto, Laetitia Gauvin
Scientific Reports,
8 / 15511, (2018)
Analysis of the Bitcoin blockchain: socio-economic factors behind the adoption
Laetitia Gauvin, Mariano Gastón Beiró, Francesco Parino
EPJ Data Science,
7(1), 38, (2018)
User-based representation of time-resolved multimodal public transportation networks
Laura Alessandretti, Márton Karsai, Laetitia Gauvin
Royal Society Open Science,
3:160156, (2016)
Detecting Anomalies in Time-Varying Networks Using Tensor Decomposition
Anna Sapienza, André Panisson, Ciro Cattuto, Laetitia Gauvin, J Wu
2015 IEEE International Conf. on Data Mining Workshop (ICDMW),
516-523, (2015)
Anomaly Detection in Temporal Graph Data: An Iterative Tensor Decomposition and Masking Approach
Anna Sapienza, André Panisson, Ciro Cattuto, Laetitia Gauvin, J Wu
Proceedings of AALTD,
117, (2015)
Mining Concurrent Topical Activity in Microblog Streams
André Panisson, Marco Quaggiotto, Ciro Cattuto, Laetitia Gauvin
Proceedings of the 4th workshop on 'Making Sense of Microposts', World Wide Web Conference 2014
(2014)
Detecting the Community Structure and Activity Patterns of Temporal Networks: A Non-Negative Tensor Factorization Approach
André Panisson, Ciro Cattuto, Laetitia Gauvin
PLoS ONE,
e86028, 9(1), (2014)
Modeling urban housing market dynamics : can the socio-spatial segregation preserve some social diversity
Laetitia Gauvin, A. Vignes, J.P. Nadal
Journal of Economic Dynamics and Control,
1300-1321, 37, (2013)
Fingerprinting temporal networks of close-range human proximity
André Panisson, Ciro Cattuto, Laetitia Gauvin, Alain Barrat
Proceedings of the International Workshop on the Impact of Human Mobility in Pervasive Systems and Applications (San Diego)
(2013)
Activity clocks: spreading dynamics on temporal networks of human contact
André Panisson, Ciro Cattuto, Laetitia Gauvin, Alain Barrat
Scientific Reports 3,
Article number: 3099, (2013)
Estimating household contact matrices structure from easily collectable metadata
Lorenzo Dall’Amico, Jackie Kleynhans, Laetitia Gauvin, Michele Tizzoni, Laura Ozella, Mvuyo Makhasi, Nicole Wolter, Brigitte Language, Ryan G. Wagner, Cheryl Cohen, Stefano Tempia, Ciro Cattuto
Plos One
(2024)
The limits of human mobility traces to predict the spread of COVID-19: a transfer entropy approach
Federico Delussu, Michele Tizzoni, Laetitia Gauvin
PNAS Nexus,
1-13, (2023)
Association of close-range contact patterns with SARS-CoV-2: a household transmission study
Jackie Kleynhans, Lorenzo Dall’Amico, Laetitia Gauvin, Michele Tizzoni, Lucia Maloma, Sibongile Walaza, Neil A Martinson, Anne von Gottberg, Nicole Wolter, Mvuyo Makhasi, Cheryl Cohen, Ciro Cattuto, Stefano Tempia, SA-S-HTS Group
eLife,
1-26, 12:e84753, (2023)
Projects
Social ComQuant
Digitalization of society characterizes the twenty-first century in many aspects of social, political and cultural life.
Data Interfaces
Data Interfaces aims to experiment with the development of interfaces and formats for data rich scenarios by merging the competences of communication design, complex systems science, and computer science.