IID axis (formerly DataSense)

IID axis (formerly DataSense)

IID : Intelligence, Interaction, Data

Contact : Céline Hudelot CentraleSupelec, Pierre Dragicevic, Inria

The data is everywhere. They are omnipresent in our daily lives and yet so invisible. They are highly coveted and are sometimes the subject of priceless financial overbidding. One of the main objective of Labex DigiCosme is to help better understand these data. This research is structured around 3 mains themes:

  • 1 – Scalable, expressive and secure tools for large-scale data
  • 2 – Machine Learning
  • 3 – Interaction and Visualization

All these themes have been doing in the various projects funded by Labex DigiCosme.

1 – Emerging Projects

  • MetaTracts – 2017
    • Coordination : Pietro Gori – Telecom ParisTech, LTCI
    • Theme : Parsimonious multi-resolution representations for modeling,visualizing and statistically analyzing brain tractograms
  • IoTA – 2016
    • Coordination : Albert Bifet – Telecom ParisTech, LTCI
    • Theme : Internet of Things
  • SEDA – 2014
    • Coordination : Fabian Suchanek – Telecom ParisTech, LTCI
    • Theme : Information Extraction, knowledge linking, knowledge mining

2 – Working Groups

3 – PhD

  • HiDimStat – Statistical control of sparse models in high dimension – 2017
  • iDIAB – Internet des Objets pour le suivi et la modélisation de la glycémie de patients diabétiques – 2017
    • Thesis supervisor : Mehdi Ammi
    • PhD : Maxime De Bois
    • Institution : CNRS
  • AlCoMol Algorithmique de graphes pour l’aide à la décision dans la construction moléculaire : – 2016
  • OPALE – Opérateurs monotones aléatoires et applications à l’optimisation stochastique – 2015
  • COT – Coréférence événementielle cross-document dans les dossiers électroniques patient – 2015
  • YAGO – Extending the YAGO Knowledge Base – 2015
  • SensoMotor-CVE – compositional controller synthesis for hybrid systems – 2015
  • BIPIMA – BIPolarité de l’Information Multimédia pour l’Annotation sémantique d’images dans un contexte de médias sociaux – 2014

4 – Post-Doc – Engineer

5 – Guest Scientists

5 – Doctoral Development Project