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Cognition‐Enhanced Machine Learning for Better Predictions with Limited Data

The fields of machine learning (ML) and cognitive science have developed complementary approaches to computationally modeling human behavior. ML's primary concern is maximizing prediction accuracy; cognitive science's primary concern is explaining the underlying mechanisms. Cross‐talk betw...

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Detalles Bibliográficos
Autores principales: Sense, Florian, Wood, Ryan, Collins, Michael G., Fiechter, Joshua, Wood, Aihua, Krusmark, Michael, Jastrzembski, Tiffany, Myers, Christopher W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9786646/
https://www.ncbi.nlm.nih.gov/pubmed/34529347
http://dx.doi.org/10.1111/tops.12574