Predicting Emotion with Biosignals: A Comparison of Classification and Regression Models for Estimating Valence and Arousal Level Using Wearable Sensors

This study aims to predict emotions using biosignals collected via wrist-worn sensor and evaluate the performance of different prediction models. Two dimensions of emotions were considered: valence and arousal. The data collected by the sensor were used in conjunction with target values obtained fro...

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Detalles Bibliográficos
Autores principales: Siirtola, Pekka, Tamminen, Satu, Chandra, Gunjan, Ihalapathirana, Anusha, Röning, Juha
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9920941/
https://www.ncbi.nlm.nih.gov/pubmed/36772638
http://dx.doi.org/10.3390/s23031598

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9920941/
https://www.ncbi.nlm.nih.gov/pubmed/36772638
http://dx.doi.org/10.3390/s23031598

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