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DECIDE

From data to decision

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Research directions

The DECIDE team intends to provide decision support solutions for decision makers facing heterogeneous and complex data. These data - text, signals, images, sensors streams, social networks interactions, decision making contexts, preferences of the decision makers, spatial, or even previous decisions - are the starting point of DECIDES's research activities.

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Challenges

In order to facilitate the decision making act, DECIDE's ambition is to propose the decision makers solutions that allow them to:

  • Identify, model, and understand the information extracted from data.
  • Make reliable and robust decisions based on the extracted information.
  • Justify decision recommendations to demonstrate their quality.
  • Provide coherent recommendations according to the decision makers' needs.
  • Model the different stages of the decision support process to guarantee that recommendations are both readable and traceable.
  • Identify potentially uncertain preferences.
  • Reach a compromise whenever decision makers have conflicting preferences.

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Team structure

To tackle these scientific challenges, the DECIDE team works along 3 research axis : data, decision and information. The figure below summarizes this structure. The techniques used through the 3 axis are mainly data mining, machine learning, graph theory, optimization, data fusion. The decision makers are central to the activites of DECIDE, as it is shown on the figure.

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Actualités
Les dernieres infos

Machine learning on massive bathymetric data for the optimization of hydrographic survey systems

DECIDE  

Julian Le Deunf brilliantly defended his thesis "Machine learning on massive bathymetric data for the optimization of hydrographic survey systems" on Monday December 12, 2022. This work was carried out within the LUSSI department of IMT Atlantique an…

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PhD Defense Mohadese Basirati

DECIDE  

We are pleased to announce the defense of Mohadese Basirati's thesis, which will take place on 02/12/2022 at 10:00 am at IMT Atlantique, Campus de Brest, Petit Amphi DF. The thesis is entitled "Zoning management in marine spatial planning: agent-base…

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Workshop on cyber-protection and cyber-defense in 5G/6G networks

P4S   DECIDE   MATRIX   2AI   SI3   IRIS   MATHS & NET  

The Lab-STICC laboratory organizes the “1st International Workshop on “Cyber-protection and cyber-defense in 5G/6G networks”. This workshop will be held in conjunction with the 25th Conference on Innovation in Clouds, Internet and Networks (ICIN 2022…

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