Colloquium J. Morgenstern - Anne Siegel (CNRS) - 7 février 2019 à 11h - Inria - Sophia Antipolis

Inria, site de Sophia Antipolis
Amphithéâtre - Bâtiment Kahn

Anne Siegel(CNRS)
Reasoning over large-scale biological systems with heterogeneous and incomplete data

Résumé / Abstract :

Data produced by the domain of life sciences in the next decade are expected to be highly challenging. In addition to scalability issues which are shared with other applications domains, data produced in life sciences have very specific characteristics: multi-scale, incomplete, heterogeneous but somehow interdependent. This makes data-mining methods less efficient than expected to assist knowledge discovery. An example of such limitations is the study of biological systems in molecular and cellular biology, which cannot be uniquely identified with the data at hand.