Matthieu CANAUD
Data scientist - Statistician: Applied Mathematics and Statistics PhD
41 years old
Driving License
Lyon Area France
Professional Status
Employed
Unavailable
About Me
Sportsman who like data and figures
- Machine learning
- Deep learning
- Text and web mining
- Big Data
- IoT
- ECOSTAND: Coordination Action for creating a common assessment methodology and joint research agenda with Japan and the USA on ITS applications focusing on energy efficiency and CO2 reduction
- QUATTRO: Quality Assessment of Travel Times for Traffic Operation and Information Services
- OPTIMUM: Optimised ITS-based Tools for Intelligent Urban Mobility Project
- SATIE: Supporting European large scale actions for transport-ICT
- NEARCTIS: A Network of Excellence for Advanced Road Cooperative traffic management in the Information Society
- COST Action TU0702: Real-Time Monitoring, Surveillance and Control of Road Networks under Adverse Weather Conditions. 2008-2012
- ISpace&Time: A 4D City-GIS on the web - A convergence between mapping, sensor web, immersive reality, animation and simulation technologies
- Co-Drive: Co-pilot for an Intelligent Road and Communicating vehicles
- INTRALYS: Traffic state estimation from taxi fleet in Lyon
- ARCHIPEL: A web server application for data assimilation and fusion from traffic data multiple sources
- OS: Unix, Windows, Linux
- Programming: C/C++, Fortran, Java and Visual Basic, SQL
- Scientific tools: Matlab, Scilab, R, SAS, Statgraph, Visual, Comsol, AMESim, PostgreSQL and Quantum GIS
- Soft: Good skills in Microsoft Office, OpenOffice and Latex
- M.S and B.S students supervision and teaching in ENTPE
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French: Mother tongue
Expert
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English: Fluent
Advanced
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Italian: Fluent
Intermediate
- Stastical analysis of traffic data
- Sensitivity analysis of models
- Data quality and associated metrics
- Kinetic approach for emission estimation
- Data fusion
- Data assimilation porcess fro traffic state estimation: particle filtering, PHD filtering
- Travel Time prediction and reliability
- Dynamic OD matrix estimation
