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  • The Inria's Research Teams produce an annual Activity Report presenting their activities and their results of the year. These reports include the team members, the scientific program, the software developed by the team and the new results of the year. The report also describes the grants, contracts and the activities of dissemination and teaching. Finally, the report gives the list of publications of the year.

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2018 Project-Team Activity Report
MAGNET
Machine Learning in Information Networks
Research centre: Lille - Nord Europe
In partnership with: CNRS, Université Charles de Gaulle (Lille 3)

In collaboration with: Centre de Recherche en Informatique, Signal et Automatique de Lille



Field: Perception, Cognition and Interaction

Theme: Data and Knowledge Representation and Processing
Keywords:
Computer Science and Digital Science:
  • A3.1. - Data
  • A3.1.3. - Distributed data
  • A3.1.4. - Uncertain data
  • A3.4. - Machine learning and statistics
  • A3.4.1. - Supervised learning
  • A3.4.2. - Unsupervised learning
  • A3.4.4. - Optimization and learning
  • A3.5. - Social networks
  • A3.5.1. - Analysis of large graphs
  • A3.5.2. - Recommendation systems
  • A4.8. - Privacy-enhancing technologies
  • A9.4. - Natural language processing
Other Research Topics and Application Domains:
  • B1. - Life sciences
  • B1.1.10. - Systems and synthetic biology
  • B2. - Health
  • B2.2.4. - Infectious diseases, Virology
  • B2.3. - Epidemiology
  • B2.4.1. - Pharmaco kinetics and dynamics
  • B2.4.2. - Drug resistance
  • B5.10. - Biotechnology
  • B6.3. - Network functions
  • B7.1.2. - Road traffic
  • B8.3. - Urbanism and urban planning
  • B9.5.1. - Computer science
  • B9.5.4. - Chemistry
  • B9.5.6. - Data science
  • B9.6.8. - Linguistics
  • B9.6.10. - Digital humanities
  • B9.10. - Privacy