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Data Computation and Analysis of Socio-Spatial Urban Mobility and Segregation Processes
Machine learning and statistical physics for modelling socio-economic urban systems
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CSS5-IRD
:
GAUVIN, Laetitia
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Data Computation and Analysis of Socio-Spatial Urban Mobility and Segregation Processes
Competencies of
GAUVIN, Laetitia
,
senior scientist
UMR PRODIG
Pôle de Recherche pour l'Organisation et la Diffusion de l'Information Géographique (Res. Cent. for Geog. Inf. Organ. Dissemin.)
 citations DBLP
 citations Google scholar
 citations ORCID
 citations ResearchGate
 data portal OpenMobility
 Personal home page
 PhD thesis report
 software bike safety
 UMR PRODIG
 web-link A.Turing Inst.
 web-link CSS-France
 _get in touch
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The current project is entitled: "Mapping of Inequalities in Human Mobility Behavior"
- data portal Open Mobility : extensive archive of public transit data around the World
- PhD thesis report (2010, in french): Modeling socio-economic systems using statistical physics tools
- software bike safety: an interface designed to show a plan of investment to extend the bicycle network in different cities optimizing safety.
- A.Turing Inst.: The UK’s national institute for data science and artificial intelligence
- CSS-France : The french local chapter of the Complex Systems Society
Below: competencies in black when any are unique to
L. Gauvin's profile in the current state of the database
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artificial intelligence
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artificial neural network
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big data
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classification - typology
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collective behaviour
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complex system
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Complexity Science
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Computational Sociology
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computer science
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connectivity
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data (georeferenced)
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data (missing data)
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data (multimodal)
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data (multisource)
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data (personal)
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data analysis
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data collection
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data discovery
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data driven approach
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data fusion
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data glitch detection (fr: détection d'anomalies)
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data heterogeneity
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data interoperability
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data mining
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data processing
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DATA SCIENCE
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epidemic spread
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gender
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machine - deep learning
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mobility (urban)
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model (Schelling segregation)
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MODELLING
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modelling (bayesian)
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modelling (behaviour)
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modelling (complex system)
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modelling (epidemics)
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modelling (mathematical)
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modelling (statistical)
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multidimensional scaling
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MULTIDISCIPLINARY
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pattern recognition
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Physics
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public health
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road safety
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road traffic
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SARS-CoV-2 (Covid-19)
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SDG 05 (Sust. Devel. Goal - Gender equality)
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SDG 10 (Sust. Devel. Goal - World equity)
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SDG 11 (Sust. Devel. Goal - Cities)
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SDG 16 (Sust. Devel. Goal - Society)
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social network analysis
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social representation
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socio-economic system
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spatial analysis
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spatial dynamics
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statistical physics
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statistics
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sustainability (cities)
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teaching in computer science
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training (fr: formation)
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UMR PRODIG (Res. Cent. for Geog. Inf. Organ. Dissemin.)
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urban computing
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web scraping
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Last update : 2024-10-18
(id:
79
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Navigation suggestion: Territories in Transition and Viability of Systems
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