Past research themes, listed with their approximate active period.
This work aims to develop new methods of data exploration and analysis using immersion techniques in 3D environments. We are particularly interested here in the development of graph visualization techniques to allow: an intuitive visualization of the centrality of nodes the ability to navigate between several levels of detail
View theme →This work aims to use techniques from the analysis of social networks and machine learning to produce Learning Analytics (LA) that will support learners and teachers in changing their practices. We are particularly interested in how the analysis of social interactions allows us to obtain insights into the dynamics of learning strategies.
View theme →The purpose of this work on pedagogy in higher education is to take a step back on the various pedagogical innovations implemented in my teaching activities at IMT Atlantique. Several topics are covered: student motivation and autonomy skill assessment peer review the management of heterogeneous populations
View theme →According to the World Health Organization, starting from 2010, cancer will become the leading cause of death worldwide. Prevention of major cancer localizations through a quantified assessment of risk factors is a major concern in order to decrease their impact in our society. In this project our objective was to find and to evaluate modeling methods easily readable by a physician.
View theme →Early PhD-era work on integrating expert domain knowledge into data mining processes, using ontologies to improve pattern extraction and interpretation.
View theme →