Obiettivo
DEMETRA' s objective is to produce software for toxicity prediction of pesticides and related compounds, for evaluation within the Dossier for pesticide registration. We will involve end-users from government and industry and ecotoxicologists to get a sound basis. Suitable data sets will be defined, with pesticides and their toxicity values in 5 organisms. We will calculate chemical descriptors of pesticides. We will develop many models using advanced computational tools, like multivariate analysis, neural networks, fuzzy logic, machine learning, genetic algorithms, etc. We will combine the most successful models within a hybrid system. This process will be done in parallel for the 5 endpoints. The so obtained 5 hybrid systems will be put on the web for free access. Further dissemination will be obtained within a workshop.
Campo scientifico
- natural sciencescomputer and information sciencessoftware
- agricultural sciencesagriculture, forestry, and fisheriesagriculture
- natural sciencescomputer and information sciencesartificial intelligencemachine learning
- natural sciencescomputer and information sciencesartificial intelligencecomputational intelligence
Invito a presentare proposte
Data not availableMeccanismo di finanziamento
CSC - Cost-sharing contractsCoordinatore
20157 MILANO
Italia