M. Pierre BEAUSEROY

POSITION

FULL PROFESSOR 

Deputy Director EUT+ (European alliance)

COURSES

Computer science

      • Algoritmic, Finite state Machines and Grammars
      • Datawarehouse, Data mining

Statistics

Machine learning - Artificial intelligence

International

Computer science lectures at Shanghai University (China)
Machine learning lectures at Universidad Tecnologica Nacional (Argentina)
 

RESEARCH

LEARNING METHODS

    System monitoring
    Detection/Location rules trained with data
    Learning with performance constraints
    Adaptive monitoring systems
    Structured data and decision

DATA ANALYSIS

    Selection of variables
    Non-linear correlation measurements

APPLICATIONS

    Detection of atypical sequence of events
    Non-destructive testing
    Detection of operating anomalies
    Urban noise analysis
    Biological data analysis (DNA, Proteomic data, Peptide conformations...)

SOME PROJECTS

with industrial and academic partners
    • DARSE (CNRS - CEA&CRAN)
    • VIRTUALIS (SYSTEMATIC ESCAPE - THALES)
    • VENTEEA (ADEME - BPI - ENEDIS)
    • ESAVIEILLI (Région - UMR MEDyC)
    • SCALA (ANR)
    • Flight data analysis (CIFRE - SAGEM)
    • Monitoring and diagnosis of the start-up cycle of a turbojet engine (CIFRE - SAFRAN)
    • Real-Time estimation of the tire/road grip potential (CIFRE - Renault)
    • Quality control of agricultural products based on imaging system (CIFRE - EUROCELP)