Article | REF: SE2034 V1

IA Regulation. ST: Methodological Approach and Case Studies

Authors: Nicolas DUFOUR, Matthieu BARRIER

Publication date: January 10, 2026 | Lire en français

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    6. Glossary

    Decision trees

    It is an algorithm that makes decisions like a multiple-choice questionnaire (example: If age > 30 → then look at purchase history to suggest a product).

    Deep Learning

    Based on how the brain works, these networks are composed of "layers" of artificial neurons. They enable the analysis of highly complex data (images, voices, texts, etc.) and automatically learn the right criteria (e.g., recognizing a face in a photo or automatically translating a sentence).

    Random forest

    A set of several decision trees that vote for the best answer. The advantage of the forest is that it is more robust and generates fewer errors than a single tree.

    Low-risk AI

    An AI system described as "low risk" is one that does not...

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