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Sparsity Is Better with Stability: Combining Accuracy and Stability for Model Selection in Brain Decoding

Structured sparse methods have received significant attention in neuroimaging. These methods allow the incorporation of domain knowledge through additional spatial and temporal constraints in the predictive model and carry the promise of being more interpretable than non-structured sparse methods, s...

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Detalles Bibliográficos
Autores principales: Baldassarre, Luca, Pontil, Massimiliano, Mourão-Miranda, Janaina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5313509/
https://www.ncbi.nlm.nih.gov/pubmed/28261042
http://dx.doi.org/10.3389/fnins.2017.00062