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Multi-objective evolutionary optimization for dimensionality reduction of texts represented by synsets

Despite new developments in machine learning classification techniques, improving the accuracy of spam filtering is a difficult task due to linguistic phenomena that limit its effectiveness. In particular, we highlight polysemy, synonymy, the usage of hypernyms/hyponyms, and the presence of irreleva...

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Detalles Bibliográficos
Autores principales: Vélez de Mendizabal, Iñaki, Basto-Fernandes, Vitor, Ezpeleta, Enaitz, Méndez, José R., Gómez-Meire, Silvana, Zurutuza, Urko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10280406/
https://www.ncbi.nlm.nih.gov/pubmed/37346554
http://dx.doi.org/10.7717/peerj-cs.1240

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