Gauvin Laetitia - ISI Foundation

Data Science Sustainable Development

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

Laetitia Gauvin

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)

Network Science Sustainable Development

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)

Network Science

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)

Health

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)

Sustainable Development

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)

Computational Social Science Network Science

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)

Data Science Health

Computational Social Science Network Science

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)

Network Science

weg2vec: Event embedding for temporal networks

Maddalena Torricelli, Márton Karsai, Laetitia Gauvin

Scientific Reports10, 7164 (2020)

Data Science Sustainable Development

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, Rhiannan Price, Leonardo Adrian Ferres, André Panisson

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops 90-96 (2019)

Data Science Health

Wearable Proximity Sensors for Monitoring a Mass Casualty Incident Exercise: Feasibility Study

Laura Ozella, Laetitia Gauvin, Luca Carenzo, Marco Quaggiotto, Pier Luigi Ingrassia, Michele Tizzoni, André Panisson, Davide Colombo, Anna Sapienza, Kyriaki Kalimeri, Francesco Della Corte, Ciro Cattuto

Journal of Medical Internet Research21(4) , e12251 (2019)

Network Science

Computational Social Science

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

Francesco Parino, Mariano Gastón Beiró, Laetitia Gauvin

EPJ Data Science7, 38 (2018)

Estimating the outcome of spreading processes on networks with incomplete information: A dimensionality reduction approach

Anna Sapienza, Alain Barrat, Ciro Cattuto, Laetitia Gauvin

Physical Review E98, 012317 (2018)

Data Science

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, Joseph Wu, Laetitia Gauvin, Ciro Cattuto

2015 IEEE International Conference 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, Joseph Wu, Laetitia Gauvin, Ciro Cattuto

AALTD'15: Proceedings of the 1st International Conference on Advanced Analytics and Learning on Temporal Data1425, 106 - 110 (2015)

Data Science

Mining Concurrent Topical Activity in Microblog Streams

André Panisson, Laetitia Gauvin, Marco Quaggiotto, Ciro Cattuto

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

Laetitia Gauvin, André Panisson, Ciro Cattuto

PLoS ONE9(1), e86028 (2014)

Computational Social Science

Activity clocks: spreading dynamics on temporal networks of human contact

Laetitia Gauvin, André Panisson, Ciro Cattuto, Alain Barrat

Scientific Reports3, 3099 (2013)

Modeling urban housing market dynamics: can the socio-spatial segregation preserve some social diversity

Laetitia Gauvin, Annick Vignes, Jean-Pierre Nadal

Journal of Economic Dynamics and Control37(7), 1300-1321 (2013)

Fingerprinting temporal networks of close-range human proximity

André Panisson, Laetitia Gauvin, Alain Barrat, Ciro Cattuto

Proceedings of the International Workshop on the Impact of Human Mobility in Pervasive Systems and Applications (San Diego) 261-266 (2013)

Data Science Sustainable Development

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

Laetitia Gauvin

Nature Computational Science4, 633-635 (2024)