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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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Detalhes bibliográficos
Publicado no:Front Neurosci
Main Authors: Baldassarre, Luca, Pontil, Massimiliano, Mourão-Miranda, Janaina
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5313509/
https://ncbi.nlm.nih.gov/pubmed/28261042
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2017.00062
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