Interactive structured output prediction: application to chromosome classification
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| Campo DC | Valor | Idioma |
|---|---|---|
| dc.contributor | Reconocimiento de Formas e Inteligencia Artificial | en |
| dc.contributor.author | Oncina, Jose | - |
| dc.contributor.author | Vidal Ruiz, Enrique | - |
| dc.contributor.other | Universidad de Alicante. Departamento de Lenguajes y Sistemas Informáticos | en |
| dc.contributor.other | Universidad Politécnica de Valencia. Instituto Tecnológico de Informática | en |
| dc.date.accessioned | 2011-07-27T06:53:21Z | - |
| dc.date.available | 2011-07-27T06:53:21Z | - |
| dc.date.issued | 2011 | - |
| dc.identifier.citation | ONCINA, Jose; VIDAL, Enrique. "Interactive structured output prediction: application to chromosome classification". En: Pattern Recognition and Image Analysis : 5th Iberian Conference, IbPRIA 2011, Las Palmas de Gran Canaria, Spain, June 8-10, 2011 : proceedings / Jordi Vitrià, João Miguel Sanches, Mario Hernández (Eds.). Berlin : Springer, 2011. (Lecture Notes in Computer Science; 6669). ISBN 978-3-642-21256-7, pp. 256-264 | en |
| dc.identifier.isbn | 978-3-642-21256-7 | - |
| dc.identifier.issn | 0302-9743 (Print) | - |
| dc.identifier.issn | 1611-3349 (Online) | - |
| dc.identifier.uri | http://hdl.handle.net/10045/18323 | - |
| dc.description.abstract | Interactive Pattern Recognition concepts and techniques are applied to problems with structured output; i.e., problems in which the result is not just a simple class label, but a suitable structure of labels. For illustration purposes (a simplification of) the problem of Human Karyotyping is considered. Results show that a) taking into account label dependencies in a karyogram significantly reduces the classical (non-interactive) chromosome label prediction error rate and b) they are further improved when interactive processing is adopted. | en |
| dc.description.sponsorship | Work supported by the MIPRCV Spanish MICINN “Consolider Ingenio 2010” program (CSD2007-00018). Work supported by the Spanish CICyT through project TIN2009-14205-C04-01. This work was supported in part by the IST Programme of the European Community, under the PASCAL2 Network of Excellence, IST-2007-216886. | en |
| dc.language | eng | en |
| dc.publisher | Springer Berlin / Heidelberg | en |
| dc.rights | The original publication is available at www.springerlink.com | en |
| dc.subject | Interactive pattern recognition | en |
| dc.subject | Machine learning | en |
| dc.subject | Structured output prediction | en |
| dc.subject | Chromosome classification | en |
| dc.subject | Karyotype recognition | en |
| dc.subject.other | Lenguajes y Sistemas Informáticos | en |
| dc.title | Interactive structured output prediction: application to chromosome classification | en |
| dc.type | info:eu-repo/semantics/conferenceObject | en |
| dc.peerreviewed | si | en |
| dc.identifier.doi | 10.1007/978-3-642-21257-4_32 | - |
| dc.relation.publisherversion | http://dx.doi.org/10.1007/978-3-642-21257-4_32 | en |
| dc.rights.accessRights | info:eu-repo/semantics/restrictedAccess | en |
| dc.relation.projectID | info:eu-repo/grantAgreement/EC/FP7/216886 | en |
| Aparece en las colecciones: | INV - GRFIA - Comunicaciones a Congresos, Conferencias, etc. Investigaciones financiadas por la UE | |
Archivos en este ítem:
| Archivo | Descripción | Tamaño | Formato | |
|---|---|---|---|---|
 karyo.pdf | Versión revisada (acceso libre) | 115,83 kB | Adobe PDF | Abrir Vista previa |
 karyo_final.pdf | Versión final (acceso restringido) | 168,94 kB | Adobe PDF | Abrir Solicitar una copia |
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