Objective 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. Fields of science natural sciencescomputer and information sciencessoftwareagricultural sciencesagriculture, forestry, and fisheriesagriculturenatural sciencescomputer and information sciencesartificial intelligencemachine learningnatural sciencescomputer and information sciencesartificial intelligencecomputational intelligence Programme(s) FP5-LIFE QUALITY - Specific Programme for research, technological development and demonstration on "Quality of life and management of living resources", 1998-2002 Topic(s) 1.1.1.-5. - Key action Sustainable Agriculture, Fisheries and Forestry Call for proposal Data not available Funding Scheme CSC - Cost-sharing contracts Coordinator MARIO NEGRI INSTITUTE FOR PHARMACOLOGICAL RESEARCH EU contribution No data Address 62,Via Eritrea 62 20157 MILANO Italy See on map Total cost No data Participants (5) Sort alphabetically Sort by EU Contribution Expand all Collapse all BIOCHEMICS CONSULTING SAS France EU contribution No data Address Innovation Center - Rue Leonoard de Vinci, 16 45074 ORLEANS See on map Total cost No data DEPARTMENT FOR ENVIRONMENT, FOOD AND RURAL AFFAIRS United Kingdom EU contribution No data Address Nobel House, Smith Square 17 SW1P 36JR LONDON See on map Total cost No data POLYTECHNIC OF MILAN Italy EU contribution No data Address Piazza Leonardo da Vinci 32 20133 MILANO See on map Total cost No data SYNGENTA CROP PROTECTION AG Switzerland EU contribution No data Address 4002 BASEL See on map Total cost No data UNIVERSITY 'DUNAREA DE JOS' OF GALATI Romania EU contribution No data Address Domneasca 111 6200 GALATI See on map Total cost No data