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dc.contributor.author | Ferrer, Miquel | - |
dc.contributor.author | Karatzas, D. | - |
dc.contributor.author | Valveny, Ernest | - |
dc.contributor.author | Bunke, Horst | - |
dc.date.accessioned | 2010-12-16T08:45:00Z | - |
dc.date.available | 2010-12-16T08:45:00Z | - |
dc.date.issued | 2009 | - |
dc.identifier.citation | Graph-Based Representations in Pattern Recognition: 113-123 (2009) | - |
dc.identifier.isbn | 978-3-642-02123-7 | - |
dc.identifier.uri | http://hdl.handle.net/10261/30131 | - |
dc.description | Trabajo presentado al 7th GbRPR celebrado en Venecia del 26 al 28 de mayo de 2009. | - |
dc.description.abstract | The median graph has been shown to be a good choice to infer a representative of a set of graphs. It has been successfully applied to graph-based classification and clustering. Nevertheless, its computation is extremely complex. Several approaches have been presented up to now based on different strategies. In this paper We present a new approximate recursive algorithm for median graph computation based on graph embedding into vector spaces. Preliminary experiments oil three databases show that this new approach is able to obtain better medians than the previous existing approaches. | - |
dc.description.sponsorship | This work was supported by the project 'CONSOLIDER-INGENIO 2010 Multimodal interaction in pattern recognition and computer vision' (V-00069). This work has been supported by the Spanish research programmes Consolider Ingenio 2010 CSD2007-00018, TIN2006-15694-C02-02 and TIN2008-04998, the fellowship 2006 BP-B1 00046 and the Swiss National Science Foundation Project 200021-113198/1. | - |
dc.language.iso | eng | - |
dc.publisher | Springer Nature | - |
dc.relation.ispartofseries | Lecture Notes in Computer Science 5534 | - |
dc.relation.isversionof | Postprint | - |
dc.rights | openAccess | - |
dc.subject | Pattern recognition | - |
dc.subject | Pattern recognition systems | - |
dc.title | A recursive embedding approach to median graph computation | - |
dc.type | comunicación de congreso | - |
dc.identifier.doi | 10.1007/978-3-642-02124-4_12 | - |
dc.description.peerreviewed | Peer Reviewed | - |
dc.relation.publisherversion | http://dx.doi.org/10.1007/978-3-642-02124-4_12 | - |
dc.type.coar | http://purl.org/coar/resource_type/c_5794 | es_ES |
item.openairetype | comunicación de congreso | - |
item.openairecristype | http://purl.org/coar/resource_type/c_18cf | - |
item.grantfulltext | open | - |
item.fulltext | With Fulltext | - |
item.languageiso639-1 | en | - |
item.cerifentitytype | Publications | - |
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