People
Laetitia Gauvin
Affiliated Researcher
Affiliated Researcher
Fields Of StudyModelling of socio-economic systems, Statistical physics, Complex systems, Machine learning, Sustainable development goals
Publications
Social interactions of dairy cows and their association with milk yield and somatic cell count
Helen R. Fielding, Matthew J. Silk, Trevelyan J. McKinley, Richard J. Delahay, Jared K. Wilson-Aggarwal, Laetitia Gauvin, Laura Ozella, Ciro Cattuto, Robbie A. McDonald
Applied Animal Behaviour Science279, 106385 (2024)
Gaps in gender and socioeconomic mobility disparity studies
Nature Computational Science4, 633-635 (2024)
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, , Cheryl Cohen, Stefano Tempia, Ciro Cattuto
PLoS ONE19(3), e0296810 (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 Nexus2, 10, 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,
eLife12, e84753, 1-26 (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 Mathematics64(4), 763 - 830 (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 Science50(8), 1-16 (2022)
Evidence of pandemic fatigue associated with stricter tiered COVID-19 restrictions
Federico Delussu, Michele Tizzoni, Laetitia Gauvin
PLoS Digital Health1(5), e0000035 (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 Communication13, 2897 (2022)
Identifying urban features for vulnerable road user safety in Europe
Marina Klanjčić, Laetitia Gauvin, Michele Tizzoni, Michael Szell
EPJ Data Science11(27), 1-15 (2022)
Interplay between mobility, multi-seeding and lockdowns shapes COVID-19 local impact
Mattia Mazzoli, Emanuele Pepe, David Mateo, Ciro Cattuto, Laetitia Gauvin, Paolo Bajardi, Michele Tizzoni, Alberto Hernando, Sandro Meloni, José J. Ramasco
PLoS Computational Biology17(10), e1009326 (2021)
Spatial and temporal variation in proximity networks of commercial dairy cattle in Great Britain
Helen R. Fielding, Matthew J. Silk, Trevelyan J. McKinley, Richard J. Delahay, Jared K. Wilson-Aggarwal, Laetitia Gauvin, Laura Ozella, Ciro Cattuto, Robbie A. McDonald
Preventive Veterinary Medicine194, 105443 (2021)
Socio-economic determinants of mobility responses during the first wave of COVID-19 in Italy: from provinces to neighbourhoods
Laetitia Gauvin, Paolo Bajardi, Emanuele Pepe, Brennan Lake, Filippo Privitera, Michele Tizzoni
Journal of the Royal Society Interface18, 20210092 (2021)
Early social distancing policies in Europe, changes in mobility & COVID-19 case trajectories: Insights from Spring 2020
Liana R. Woskie, Jonathan Hennessy, Valeria Espinosa, Thomas C. Tsai, Swapnil Vispute, Benjamin H. Jacobson, Ciro Cattuto, Laetitia Gauvin, Michele Tizzoni, Alex Fabrikant, Krishna Gadepalli, Adam Boulanger, Adam Pearce, Chaitanya Kamath, Arran Schlosberg, Charlotte Stanton, Shailesh Bavadekar, Matthew Abueg, Michael Hogue, Andrew Oplinger, Katherine Chou, Greg Corrado, Tomer Shekel, Ashish K. Jha, Gregory A. Wellenius, Evgeniy Gabrilovich
PLoS ONE16(6), e0253071 (2021)
Detecting adherence to the recommended childhood vaccination schedule from user-generated content in a US parenting forum
Lorenzo Betti, Gianmarco De Francisci Morales, Laetitia Gauvin, Kyriaki Kalimeri, Yelena Mejova, Daniela Paolotti, Michele Starnini
PLoS Computational Biology17(4), e1008919 (2021)
COVID-19 outbreak response, a dataset to assess mobility changes in Italy following national lockdown
Emanuele Pepe, Paolo Bajardi, Laetitia Gauvin, Filippo Privitera, Brennan Lake, Ciro Cattuto, Michele Tizzoni
Scientific Data7, 230 (2020)
Gender gaps in urban mobility
Laetitia Gauvin, Michele Tizzoni, Simone Piaggesi, Andrew Young, Natalia Adler, Stefaan G. Verhulst, Leonardo Adrian Ferres, Ciro Cattuto
Humanities and Social Sciences Communications7, 11 (2020)
weg2vec: Event embedding for temporal networks
Maddalena Torricelli, Márton Karsai, Laetitia Gauvin
Scientific Reports10, 7164 (2020)
The effect of age, environment and management on social contact patterns in sheep
Laura Ozella, Joss Langford, Laetitia Gauvin, Emily Price, Ciro Cattuto, Darren P. Croft
Applied Animal Behaviour Science225, 104964 (2020)
Predicting City Poverty Using Satellite Imagery
Simone Piaggesi, Laetitia Gauvin, Michele Tizzoni, Ciro Cattuto, Natalia 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)
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 Research21, 4 e12251, (2019)
Change points, memory and epidemic spreading in temporal networks
Tiago De Paula Peixoto, Laetitia Gauvin
Scientific Reports8 / 15511, (2018)
Analysis of the Bitcoin blockchain: socio-economic factors behind the adoption
Laetitia Gauvin, Mariano Gastón Beiró, Francesco Parino
EPJ Data Science7(1), 38, (2018)
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 E98 / 1, (2018)
User-based representation of time-resolved multimodal public transportation networks
Laura Alessandretti, Márton Karsai, Laetitia Gauvin
Royal Society Open Science3:160156, (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 AALTD117, (2015)
Activity clocks: spreading dynamics on temporal networks of human contact
André Panisson, Ciro Cattuto, Laetitia Gauvin, Alain Barrat
Scientific Reports 3Article number: 3099, (2013)
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 ONE9(1), e86028 (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 Control37, 1300-1321 (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)
Social interactions of dairy cows and their association with milk yield and somatic cell count
Helen R. Fielding, Matthew J. Silk, Trevelyan J. McKinley, Richard J. Delahay, Jared K. Wilson-Aggarwal, Laetitia Gauvin, Laura Ozella, Ciro Cattuto, Robbie A. McDonald
Applied Animal Behaviour Science279, 106385 (2024)
Gaps in gender and socioeconomic mobility disparity studies
Nature Computational Science4, 633-635 (2024)
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, , Cheryl Cohen, Stefano Tempia, Ciro Cattuto
PLoS ONE19(3), e0296810 (2024)
