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Three Hybrid Classifiers for the Detection of Emotions in Suicide Notes

We describe our approach for creating a system able to detect emotions in suicide notes. Motivated by the sparse and imbalanced data as well as the complex annotation scheme, we have considered three hybrid approaches for distinguishing between the different categories. Each of the three approaches...

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Detalles Bibliográficos
Autores principales: Liakata, Maria, Kim, Jee-Hyub, Saha, Shyamasree, Hastings, Janna, Rebholz-Schuhmann, Dietrich
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Libertas Academica 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3409474/
https://www.ncbi.nlm.nih.gov/pubmed/22879774
http://dx.doi.org/10.4137/BII.S8967