Entrepôts, Représentation et Ingénierie des Connaissances


Julien Jacques

Presentation of the team

The mission of the DMD team is to imagine and design new systems, new models and new algorithms for Complex Data Mining and Decision Support Systems. Complex Data are structured (e.g. graphs), heterogeneous (attribute-value pairs, texts, images etc.), dynamic (data that evolves over time), imprecise and of high dimensionality. To deal with this kind of data, our team mainly uses statistical methods and methods inspired from the field of artificial intelligence.

Research topics

Four research topics are pursued by the DMD team:

  • Machine Learning for Data Mining;
  • Knowledge Modeling, Knowledge Representation, Graph Mining;
  • Modeling for Decision Support Systems;
  • Complex Data Analysis and Opinion Mining.

Team members

Here is the complete list of DMD team members.