Laetitia Gauvin
Research Director IRD
Affiliated Researcher ISI Foundation
Data Science · Complex Networks
Sustainable Development Goals· Urban Systems
Institute for Research on sustainable Development
UMR 215 PRODIG
5, cours des Humanités 5
F-93 322 Aubervilliers - France
gauvinlaetitia [at] gmail [dot] com
+39 011 6603090
Gauvin, L., Génois, M., Karsai, M., Kivelä, M., Takaguchi, T., Valdano, E., & Vestergaard, C. L. Randomized reference models for temporal networks . SIAM Review, 64(4), 763-830 (2022).
Folco, P., Gauvin, L., Tizzoni, M., & Szell, M. Data-driven micromobility network planning for demand and safety . Environment and Planning B: Urban Analytics and City Science, (2022).
Delussu, F., Tizzoni, M., & Gauvin, L. Evidence of pandemic fatigue associated with stricter tiered COVID-19 restrictions . PLOS Digital Health, 1(5), e0000035(2022).
Tizzoni, M., Nsoesie, E. O., Gauvin, L., Karsai, M., Perra, N., & Bansal, S. Addressing the socioeconomic divide in computational modeling for infectious diseases .. Nature Communications, 13(1), (2022).
Klanjčić, M., Gauvin, L., Tizzoni, M., & Szell, M. Identifying urban features for vulnerable road user safety in Europe . EPJ data science, 11(1), 1-15 (2022).
Mazzoli, M., Pepe, E., Mateo, D., Cattuto, C., Gauvin, L., Bajardi, P., Tizzoni, M., Hernando, A., Meloni, S., Ramasco, J. Interplay between mobility, multi-seeding and lockdowns shapes COVID-19 local impact. PLoS computational biology, 17(10), e1009326 (2021).
Gauvin, L., Bajardi, P., Pepe, E., Lake, B., Privitera, F., & Tizzoni, M. Socio-economic determinants of mobility responses during the first wave of COVID-19 in Italy: from provinces to neighbourhoods . Journal of The Royal Society Interface, 18(181), 20210092 (2021).
E. Pepe, P. Bajardi, L. Gauvin, F. Privitera, B. Lake, C. Cattuto, M. Tizzoni. COVID-19 outbreak response, a dataset to assess mobility changes in Italy following national lockdown . Scientific data, 7(1), 1-7 (2020).
L. Gauvin, M. Tizzoni, S. Piaggesi, A. Young, N. Adler, S. Verhulst, L. Ferres, C. Cattuto Gender gaps in urban mobility . Humanities and Social Sciences Communications, 7(1), 1-13 (2020).
M. Torricelli, M. Karsai, L .Gauvin weg2vec: Event embedding for temporal networks . Scientific Reports, 10(1), 1-11,(2020).
L. Ozella, J. Langford, L. Gauvin, E. Price, C. Cattuto, D. P. Croft The effect of age, environment and management on social contact patterns in sheep . Applied Animal Behaviour Science, 104964, (2020).
S. Piaggesi, L. Gauvin, M. Tizzoni, C. Cattuto, N. Adler, S. Verhulst, A. Young, and R. Price,L. Ferres, A. Panisson Predicting City Poverty Using Satellite Imagery . Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops (pp. 90-96) (2019).
L. Ozella, L. Gauvin, L. Carenzo, M. Quaggiotto, et al. Wearable proximity sensors for monitoring a mass casualty incident exercise: a feasibility study . JMIR, (2019).
A. Sapienza, A. Barrat, C. Cattuto, L. Gauvin Estimating the outcome of spreading processes on networks with incomplete information: A dimensionality reduction approach . Physical Review E, 98(1), 012317 (2018).
F. Parino, M. G. Beiro , L. Gauvin Analysis of the bitcoin blockchain: Socio-economic factors behind the adoption . EPJ Data Science 7 (1), 38 (2018).
L. Gauvin, M. Génois, M. Karsai, M. Kivelä, T. Takaguchi, E. Valdano, C. L. Vestergaard Randomized reference models for temporal networks . arXiv preprint arXiv:1806.04032 (2018).
T. Peixoto, L. Gauvin Change points, memory and epidemic spreading in temporal networks . Scientific reports 8.1 (2018).
A. Sapienza, A. Barrat, C. Cattuto, L. Gauvin Estimating the outcome of spreading processes on networks with incomplete information: A dimensionality reduction approach . Physical Review E, 98(1), 012317 (2018).
L. Gauvin, M. Génois, M. Karsai, M. Kivelä, T. Takaguchi, E. Valdano, C. L. Vestergaard Randomized reference models for temporal networks . arXiv preprint arXiv:1806.04032 (2018).
L. Alessandretti, M. Karsai, L. Gauvin User-based representation of time-resolved multimodal public transportation networks . Open Science 3.7 (2016).
L. Gauvin, A. Panisson, A. Barrat, C. Cattuto. Revealing latent factors of temporal networks for mesoscale intervention in epidemic spread. (2015).
L. Gauvin, A. Panisson, C. Cattuto. Detecting the community structure and activity patterns of temporal networks: a non-negative tensor factorization approach. PLOS ONE 9.1 (2014): e86028. DOI
A. Panisson, L. Gauvin, M. Quaggiotto, C. Cattuto. Mining Concurrent Topical Activity in Microblog Streams. Proc. of the the 4th Workshop on Making Sense of Microposts, co-located with the 23rd Intl. World Wide Web Conference (WWW 2014), Seoul, Korea, April 2014 (Best Paper Award). arXiv:1403.1403
L. Gauvin, A. Panisson, C. Cattuto, A. Barrat. Activity clocks: spreading dynamics on temporal networks of human contact. Scientific Reports, v. 3, p. 3099, 2013. DOI
A. Panisson, L. Gauvin, A. Barrat, C. Cattuto. Fingerprinting temporal networks of close-range human proximity. Intl. Workshop on the Impact of Human Mobility in Pervasive Systems and Applications (PerMoby 2013), March 18 2013, San Diego, CA. DOI
L. Gauvin, A. Vignes, J. P. Nadal. Modeling urban housing market dynamics: can the socio-spatial segregation preserve some social diversity? . Journal of Economic Dynamics and Control, 37(7), 1300-1321.
L. Gauvin, J. P. Nadal, J. Vannimenus. Schelling segregation in an open city: a kinetically constrained Blume-Emery-Griffiths spin-1 system. Phys. Rev. E 81 , 066120 (2010).
L. Gauvin, J. Vannimenus, J. P. Nadal. Phase diagram of a Schelling segregation model. Eur. Phys. J. B 70 , 293--304 Gauvin, L., Vannimenus, J., & Nadal, J. P. (2009).
June 2022 – French Conference on Complex Systems, Paris.
June 2022 – Towards greener and sustainable cities The Alan Turing Institute , Exeter.
December 2021 – Spatial analytics + Data panel, Alan Turing Institute (online).
October 2021 – ATI/UAP-ITINERANT workshop on Mobility Data in Urban Science, London (online) .
May 2021 – Scuola di Politiche, Corso Impact, Italy .
May 2021 – Data Science Institute, Facultad de Ingeniería , Universidad del Desarrollo (online) .
Talks at conferences26 September 2018 – Extracting and analysing networks from spatio-temporal data satellite at CCS’18 , Urban Mobility from a Gendered Perspective through Mobile Phone Data, Thessaloniki.
10-14 September 2018 – Tensors workshop , Tensor-based method for temporal networks.
11 June 2018 – BlockNet 2018, NetSci satellite, , Analysis of the Bitcoin blockchain: Socio-economic factors behind the adoption, Paris.
18-22 June 2018 – RESCOM summer school on Data science, Network Science and Machine Learning , Network Science introduction, Porquerolles.
14 November 2017 – IMERA lecture , data science for network analysis, Marseille.
June 2017 – International School and Conference on Network Science (NetSci) , Indianapolis, USA
Sep. 2016 – Conference on Complex Systems , Amsterdam, Netherlands
June 2016 – International School and Conference on Network Science (NetSci) , Seoul, Korea
Sep. 2015 – Conference on Complex Systems , Tempe, USA
Jan. 2015 – Network Science Conference , NetSci-X, Rio, Brasil
Sep. 2014 – European Conference on Complex Systems , Lucca, Italy
June 2014 – International School and Conference on Network Science (NetSci) , Berkeley, USA
Sep. 2013 – Social Systems, Economics and Finance track, European Conference on Complex Systems, Barcelona, Spain
Sep. 2013 – Satellite Temporal Networks in Human Dynamics , European Conference on Complex Systems, Barcelona, Spain
Sep. 2013 – Satellite Dynamics On and Of Complex Networks, European Conference on Complex Systems, Barcelona, Spain
July 2013 – Colloquium Understanding Urban Conflicts, Université de Paris Panthéon-Sorbonne, France June 2013 – Symposium Complexity in social systems : from data to models, Université de Cergy-Pontoise, France June 2013 – International School and Conference on Network Science (NetSci), Copenhaguen, Denmark Sep. 2012 – European Conference on Complex Systems - Université Libre de Bruxelles, Belgium Sep. 2011 – European Conference on Complex Systems - University of Vienna, Austria July 2011– International Conference on Complex Systems - Boston, USA May 2011 – Colloquium Mathematical Sciences to the proof of Human & Social Sciences - University Paris Panthéon-Sorbonne Sep. 2010 – European Conference on Complex Systems - ISCTE – Lisbon University Institute, Portugal Sep. 2010 – Optimal transport and Kinetics Applied to Socio-Economics conference- 2010 University Toulouse 1, Toulouse Sep. 2009 - European Conference on Complex Systems - University of Warwick, United Kingdom Déc. 2013 - Team Statistique, Analyse, Modélisation Multidisciplinaire - University Paris 1 Panthéon-Sorbonne, Paris May 2013 - IXXI (Institut des Systèmes Complexes de la région Rhône-Alpes), Lyon, France March 2013 - Team Statistique, Analyse, Modélisation Multidisciplinaire - University Paris 1 Panthéon-Sorbonne, Paris, France Sep. 2011 - Centre de Physique Théorique - Université Aix-Marseille II, Marseille, France May 2011 - Institute for Scientific Interchange - Turin, Italy Feb. 2011 - ERMES, Equipe de Recherche sur les Marchés, l’Emploi et la Simu-lation - University Panthéon-Assas, Paris, France Apr. 2010 - Laboratoire Mathématiques et Applications, Physique Mathématique- Orléans University, France Jan. 2010 - Journées de Physique Statistique - ESPCI, Paris, France Jan. 2010 - Laboratoire de Physique Théorique - University Paris XI, Orsay,France Sep. 2011 - European Conference on Complex Systems - University of Vienna, Austria Sep. 2009 - European Conference on Complex Systems - University of Warwick, United Kingdom July 2009 - Congrès Général de la Société Française de Physique - école Polytechnique, Palaiseau, France
Mobility behaviour
Transportation networks
Temporal and structural patterns
