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An Investigation of Various Machine and Deep Learning Techniques Applied in Automatic Fear Level Detection and Acrophobia Virtual Therapy

In this paper, we investigate various machine learning classifiers used in our Virtual Reality (VR) system for treating acrophobia. The system automatically estimates fear level based on multimodal sensory data and a self-reported emotion assessment. There are two modalities of expressing fear ratin...

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Detalles Bibliográficos
Autores principales: Bălan, Oana, Moise, Gabriela, Moldoveanu, Alin, Leordeanu, Marius, Moldoveanu, Florica
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7013944/
https://www.ncbi.nlm.nih.gov/pubmed/31952289
http://dx.doi.org/10.3390/s20020496