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Comparing non-parametric ensemble methods for document clustering
| dc.contributor.author | González Pellicer, Edgar |
| dc.contributor.author | Turmo Borras, Jorge |
| dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Llenguatges i Sistemes Informàtics |
| dc.date.accessioned | 2010-10-01T11:44:20Z |
| dc.date.available | 2010-10-01T11:44:20Z |
| dc.date.created | 2008 |
| dc.date.issued | 2008 |
| dc.identifier.citation | González, E.; Turmo, J. Comparing non-parametric ensemble methods for document clustering. A: International Conference on Applications of Natural Language to Information Systems. "International Conference on Applications of Natural Language to Information Systems". Londres: Springer Verlag, 2008, p. 245-256. |
| dc.identifier.isbn | 978-3-540-69857-9 |
| dc.identifier.uri | http://hdl.handle.net/2117/9239 |
| dc.description.abstract | The biases of individual algorithms for non-parametric document clustering can lead to non-optimal solutions. Ensemble clustering methods may overcome this limitation, but have not been applied to document collections. This paper presents a comparison of strategies for non-parametric document ensemble clustering. |
| dc.format.extent | 12 p. |
| dc.language.iso | eng |
| dc.publisher | Springer Verlag |
| dc.subject | Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Processament del senyal::Processament de la parla i del senyal acústic |
| dc.subject.lcsh | Natural language processing (Computer science) |
| dc.subject.lcsh | Information systems |
| dc.title | Comparing non-parametric ensemble methods for document clustering |
| dc.type | Conference report |
| dc.subject.lemac | Llenguatge natural (Informàtica) -- Processament |
| dc.subject.lemac | Sistemes d'informació |
| dc.contributor.group | Universitat Politècnica de Catalunya. GPLN - Grup de Processament del Llenguatge Natural |
| dc.identifier.doi | 10.1007/978-3-540-69858-6_25 |
| dc.description.peerreviewed | Peer Reviewed |
| dc.relation.publisherversion | http://www.springerlink.com/content/c8h1973018v1054v/fulltext.pdf |
| dc.rights.access | Restricted access - publisher's policy |
| local.identifier.drac | 3093842 |
| dc.description.version | Postprint (published version) |
| local.citation.author | González, E.; Turmo, J. |
| local.citation.contributor | International Conference on Applications of Natural Language to Information Systems |
| local.citation.pubplace | Londres |
| local.citation.publicationName | International Conference on Applications of Natural Language to Information Systems |
| local.citation.startingPage | 245 |
| local.citation.endingPage | 256 |