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HORUS - Horn Representations of Uncertain Systems

Project information
Description

The project aims to develop algorithms and techniques that can be useful to learn statistical relational representations from large databases. The output of this work will a set of freely available datasets: preferred domains are in Biology and in Social Networks; a methodology for ILP-based learning in these algorithms; a set of learning modules for SRL systems; and the systematic evaluation of all these techniques in the chosen datasets plus other well-known datasets.

Ongoing since January 2010, concludes in December 2012.

Project

Participating entity: INESC Porto.

Principal researcher: Vitor Santos-Costa.

Funding

Funding entity: Fundação Ciência e Tecnologia (MCTES).

Reference: PTDC/EIA-EIA/100897/2008

Funding: 92812.

CENTRIA

Principal researcher: Salvador Abreu.

Funding: 17448.


Centre for Artificial Intelligence of UNL
Departamento de Informática, FCT/UNL
Quinta da Torre 2829-516 CAPARICA - Portugal
Tel. (+351) 21 294 8536 FAX (+351) 21 294 8541

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