Data intelligence

Data intelligence

 

Data intelligence is about interacting with data in rich, semantically meaningful ways, going beyond search to create the path from data to knowledge

The Data Intelligence team of the Hubert-Curien Lab explores three main aspects of Data Intelligence: Machine Learning (from a statistical theory point of view), Data Mining and Information Retrieval.

More specifically, the team focuses on the following machine learning topics:

  • Metric Learning,

  • Transfer Learning and Domain Adaptation

  • Machine Learning for Fraud and Anomaly Detection

  • Machine Learning for Computer Vision Applications

  • Machine Learning for Natural Language Processing

In data mining and information retrieval, the focus is on:

  • Developing methods to efficiently mine structured data: documents, graphs, social networks, etc.,

  • Modeling heterogeneous structured documents for information retrieval,

  • Data Mining for Image and Video Analysis