Obiettivo One of the key open questions of artificial intelligence concerns "probabilistic logic learning", i.e.the integration of probabilistic reasoning, with first order logic representations and machine learning. The overall goal of the APrIL II project is therefore to develop a sound theoretical understanding of "probabilistic logic learning" that enables one to develop effective probabilistic logic learning systems and to apply them on significant real-life applications. To realize this aim, the APrIL II consortium will (1) develop a number of significant "show-case" applications of "probabilistic logic learning" in the area of bio-informatics, more specifically, concerning protein folding, metabolic pathways, and genetics.(2) develop the needed theory, probabilistic representations, learning algorithms and systems for learning interesting probabilistic logic models in real-life applications on the basis of data. The methodology applied is that of the field of inductive logic programming, which explains the title of the project. Campo scientifico natural sciencesbiological sciencesgeneticsnatural sciencesbiological sciencesbiochemistrybiomoleculesproteinsprotein foldingnatural sciencescomputer and information sciencesartificial intelligencemachine learning Programma(i) FP6-IST - Information Society Technologies: thematic priority under the specific programme "Integrating and strengthening the European research area" (2002-2006). Argomento(i) IST-2002-2.3.4.1 - FET - Open Invito a presentare proposte Data not available Meccanismo di finanziamento STREP - Specific Targeted Research Project Coordinatore ALBERT-LUDWIGS-UNIVERSITAET FREIBURG Contributo UE Nessun dato Indirizzo Georges-Koehler-Allee, Building 079 79110 Freiburg Germania Mostra sulla mappa Costo totale Nessun dato Partecipanti (4) Classifica in ordine alfabetico Classifica per Contributo UE Espandi tutto Riduci tutto IMPERIAL COLLEGE OF SCIENCE, TECHNOLOGY AND MEDICINE Regno Unito Contributo UE Nessun dato Indirizzo 180 Queen's Gate SW7 2BZ London Mostra sulla mappa Costo totale Nessun dato INSTITUT NATIONAL DE RECHERCHE EN INFORMATIQUE ET EN AUTOMATIQUE Francia Contributo UE Nessun dato Indirizzo Domaine de Voluceau 78153 Le Chesnay Mostra sulla mappa Costo totale Nessun dato UNIVERSITA DEGLI STUDI DI FIRENZE Italia Contributo UE Nessun dato Indirizzo Via di Santa Marta 3 50139 Firenze Mostra sulla mappa Costo totale Nessun dato UNIVERSITY OF HELSINKI Finlandia Contributo UE Nessun dato Indirizzo Teollisuuskatu 23 00014 Helsinki Mostra sulla mappa Costo totale Nessun dato