LAROUI , Sarah

Phytopathogenic fungus are the cause of significant economic losses. Among them, botrytis cinerea is particularly destructive. Therefore, anti-fungal molecules are developed for crop protection. They are classified according to their Mode of Action, whose understanding is necessary to infer how the active compounds block the metabolic functions...

Beyond growth inhibition, fungicides can also trigger specific morphological modifications visualized under transmitted light microscopy. These morphological changes result from the activity of a given compound via the inhibition of a molecular target, commonly named as its mode of action (MoA). We are hence able to classify different molecules...

In supervised classification, the learning process typically trains a classifier to optimize the accuracy of classifying data into the classes that appear in the learning set, and only them. While this framework fits many use cases, there are situations where the learning process is knowingly performed using a learning set that only represents...