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
Predicting City Poverty Using Satellite Imagery
In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops (2019)
Wearable Proximity Sensors for Monitoring a Mass Casualty Incident Exercise: Feasibility Study
Journal of Medical Internet Research 21 / 4 (2019)
Change points, memory and epidemic spreading in temporal networks
Scientific Reports 8 / 15511 (2018)
Analysis of the Bitcoin blockchain: socio-economic factors behind the adoption
EPJ Data Science 7(1), 38 (2018)
Estimating the outcome of spreading processes on networks with incomplete information: A dimensionality reduction approach
Physical Review E 98 / 1 (2018)
User-based representation of time-resolved multimodal public transportation networks
R. Soc. open sci. 3:160156 (2016)
Detecting Anomalies in Time-Varying Networks Using Tensor Decomposition
2015 IEEE International Conf. on Data Mining Workshop (ICDMW) (2015)
Anomaly Detection in Temporal Graph Data: An Iterative Tensor Decomposition and Masking Approach
Proceedings of AALTD 117 (2015)
Mining Concurrent Topical Activity in Microblog Streams
Proceedings of the 4th workshop on \'Making Sense of Microposts\', World Wide Web Conference 2014 (2014)
Activity clocks: spreading dynamics on temporal networks of human contact
Scientific Reports 3 Article number: 3099 (2013)
Modeling urban housing market dynamics : can the socio-spatial segregation preserve some social diversity
Journal of Economic Dynamics and Control 37 (2013)
Fingerprinting temporal networks of close-range human proximity
Proceedings of the International Workshop on the Impact of Human Mobility in Pervasive Systems and Applications (San Diego) (2013)