Attribute analysis in biomedical text classification
| dc.contributor.author | Carrero García, Francisco Manuel | |
| dc.contributor.author | Puertas Sanz, Enrique | |
| dc.contributor.author | Gómez Hidalgo, José María | |
| dc.contributor.author | Maña López, Manuel J. | |
| dc.contributor.author | Mata López, Jacinto | |
| dc.date.accessioned | 2014-04-04T14:06:04Z | |
| dc.date.available | 2014-04-04T14:06:04Z | |
| dc.date.issued | 2007 | spa |
| dc.description.abstract | Text Classification tasks are becoming increasingly popular in the field of Information Access. Being approached as Machine Learning problems, the definition of suitable attributes for each task is approached in an ad-hoc way. We believe that a more principled framework is required, and we present initial insights on attribute engineering for Text Classification, along with a software library that allows experiment definition and fast prototyping of classification systems. The library is currently being used and evaluated in Information Access projects in the biomedical domain. | spa |
| dc.description.filiation | UEM | spa |
| dc.description.impact | No data (2007) | spa |
| dc.identifier.citation | García, F. C., Puertas, E., Hidalgo, J. M. G., Maña, M., & Mata, J. (2007). Attribute analysis in biomedical text classification. In Proceedings of the BioCreative II Workshop (pp. 113-118). Madrid, Spain: CNIO. | spa |
| dc.identifier.isbn | 8493325562 | spa |
| dc.identifier.uri | http://hdl.handle.net/11268/2615 | |
| dc.language.iso | eng | spa |
| dc.peerreviewed | Si | spa |
| dc.rights.accessRights | restricted access | en |
| dc.subject.other | Text classification | spa |
| dc.subject.other | Machine learning | spa |
| dc.subject.other | Attribute engineering | spa |
| dc.subject.unesco | Recuperación de información | spa |
| dc.subject.unesco | Sistema de información médica | spa |
| dc.title | Attribute analysis in biomedical text classification | spa |
| dc.type | conference output | spa |
| dspace.entity.type | Publication | |
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