People

Laetitia Emilie Gauvin

Research Leader

Fields of study:
Modelling of socio-economic systems, statistical physics, complex systems, machine learning

Home page: laetitiagauvin.github.io

Publications

Change points, memory and epidemic spreading in temporal networks

T. D. P. Peixoto, L. E. Gauvin

Scientific Reports 8 / 15511 (2018)

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

A. Sapienza, A. Barrat, C. Cattuto, L. E. Gauvin

Physical Review E 98 / 1 (2018)

User-based representation of time-resolved multimodal public transportation networks

L. Alessandretti, M. Karsai, L. E. Gauvin

R. Soc. open sci. 3:160156 (2016)

Complex Systems, Network Science

Detecting Anomalies in Time-Varying Networks Using Tensor Decomposition

A. Sapienza, A. Panisson, J. Wu, L. E. Gauvin, C. Cattuto

2015 IEEE International Conf. on Data Mining Workshop (ICDMW) (2015)

Anomaly Detection in Temporal Graph Data: An Iterative Tensor Decomposition and Masking Approach

A. Sapienza, A. Panisson, J. Wu, L. E. Gauvin, C. Cattuto

Proceedings of AALTD 117 (2015)

Mining Concurrent Topical Activity in Microblog Streams

A. Panisson, L. E. Gauvin, M. Quaggiotto, C. 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

L. E. Gauvin, A. Panisson, C. Cattuto

PLoS ONE 9(1) (2014)

Activity clocks: spreading dynamics on temporal networks of human contact

L. E. Gauvin, A. Panisson, C. Cattuto, A. Barrat

Scientific Reports 3 Article number: 3099 (2013)

Complex Systems, Statistical Physics and Computational Systems Biology

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

A. Vignes, L. E. Gauvin, J. Nadal

Journal of Economic Dynamics and Control 37 (2013)

Fingerprinting temporal networks of close-range human proximity

A. Panisson, L. E. Gauvin, A. Barrat, C. Cattuto

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

Network Science