Classifying Biomedical Articles using Web Resources : application to KDD Cup 02

Publicação

dc.contributor.author	Couto, Francisco M.	por
dc.contributor.author	Martins, Bruno	por
dc.contributor.author	Silva, Mário J.	por
dc.contributor.author	Coutinho, Pedro M.	por
dc.date.accessioned	2009-02-10T13:12:00Z	por
dc.date.accessioned	2014-11-14T16:23:52Z
dc.date.available	2009-02-10T13:12:00Z	por
dc.date.available	2014-11-14T16:23:52Z
dc.date.issued	2003-07	por
dc.description.abstract	This paper presents a novel approach for text classification on biomedical literature, involving the use of information extracted from related web resources. Our method creates a representation of an article based on information extracted from public online databases, that is afterwards used by traditional statistical text classification algorithms. We validated this approach by implementing the proposed method, and testing it on the KDD2002 Cup challenge: bio-text task. Results show that our approach of searching for additional data on online databases can effectively improve efficiency on text classification systems for biomedical literature	por
dc.identifier.uri	http://hdl.handle.net/10451/14130	por
dc.identifier.uri	http://repositorio.ul.pt/handle/10455/3027	por
dc.language.iso	por	por
dc.publisher	Department of Informatics, University of Lisbon	por
dc.relation.ispartofseries	di-fcul-tr-03-24	por
dc.title	Classifying Biomedical Articles using Web Resources : application to KDD Cup 02	por
dc.type	report
dspace.entity.type	Publication
rcaap.rights	openAccess	por
rcaap.type	report	por

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