• Topics: machine learning, data mining
  • Application domains 2021 : fraud detection, XAI, time series, weakly supervised learning

  • Research Activity
  • Collaborations

  • Research project manager: I also manage a research project on “data analytics” (in the research domain “Data and Knowledge” (DAK) of Orange Labs Research. The budget of this project corresponds to the management of research team of 12 people (including 4-5 PhD students). The decision-making supports and data analytics are crucial for the operators of telecoms. The project recovers a set of techniques allowing: to classify, to discover or to learn from the data, and thus to help in the decision; to analyze the behavior of a network or a customer; to exploit more and more important data...

    Note: A Research project manager is responsible for leading research projects to satisfy scientific objectives. To support this goal, a research project manager decides on the methodology and techniques for conducting the research. He is responsible for reviewing the conducted research. He report to the manager of the research domain and the research director of Orange. He also has the role to explain and disseminate the research results in the Orange Group.

  • Development:
  • Expertise:
  • Influence: I give regularly [courses...] to data miners, data scientist of the Orange Group (in France and others countries). The courses are also the opportunity to share good practices and advices.