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Data, Models, Information, Decisions

DMID

The raison d'être of the DMID department is to link complex phenomena and systems, the data derived from them, and decision making, using model-driven and data-driven approaches.

To be more precise, the department's researchers will first of all study these natural phenomena, dynamic systems, or sociotechnical systems, all of which generate data. A little more concretely, one can imagine behind these terms the study of the seabed, the functioning of robots, large industrial systems, human behavior, etc....

DMID's researchers use mathematical and statisticalmodels to represent and model these phenomena, and what is interesting is that these models themselves become scientific objects, whose properties can be studied.

Then, from the data generated from these phenomena and systems, or models, information is extracted using data mining or machine learning algorithms.

This information can in itself represent an answer to the problem posed, or it can serve as an entry point for a decision-maker to make informed or optimal decisions. To guide the decision-maker, we will use operational research or decision aiding techniques. 

These decisions can then again influence the underlying phenomena, closing this loop. 

Orientations scientifiques 1
 

 

Teams
DECIDE
From data to decision

35 Researchers

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MATRIX
Models and AlgoriThms for pRocessIng and eXtracting information

20 Researchers

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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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