Interpretability, Reproducibility, and Replicability

Registro completo de metadados
MetadadosDescriçãoIdioma
Autor(es): dc.contributorUniversity of Maryland-
Autor(es): dc.contributorUniversidade Estadual Paulista (UNESP)-
Autor(es): dc.contributorSenior Artificial Intelligence Scientist-
Autor(es): dc.contributorComputer Science-
Autor(es): dc.contributorMedical Biophysics-
Autor(es): dc.creatorAdali, Tulay-
Autor(es): dc.creatorGuido, Rodrigo Capobianco-
Autor(es): dc.creatorHo, Tin Kam-
Autor(es): dc.creatorMuller, Klaus-Robert-
Autor(es): dc.creatorStrother, Stephen-
Data de aceite: dc.date.accessioned2025-08-21T21:38:35Z-
Data de disponibilização: dc.date.available2025-08-21T21:38:35Z-
Data de envio: dc.date.issued2023-03-02-
Data de envio: dc.date.issued2023-03-02-
Data de envio: dc.date.issued2022-07-01-
Fonte completa do material: dc.identifierhttp://dx.doi.org/10.1109/MSP.2022.3170665-
Fonte completa do material: dc.identifierhttp://hdl.handle.net/11449/242024-
Fonte: dc.identifier.urihttp://educapes.capes.gov.br/handle/11449/242024-
Descrição: dc.descriptionMost of the work we do in signal processing these days is data driven. The shift from the more traditional and model-driven approaches to those that are data driven has also underlined the importance of explainability of our solutions. Because most traditional signal processing approaches start with a number of modeling assumptions, they are comprehensible by the very nature of their construction. However, this is not necessarily the case when we choose to rely more heavily on the data and minimize modeling assumptions.-
Descrição: dc.descriptionUniversity of Maryland Department of Computer Science and Electrical Engineering, Baltimore County-
Descrição: dc.descriptionSão Paulo State University (UNESP), São Paulo-
Descrição: dc.descriptionIbm Watson Health Senior Artificial Intelligence Scientist, Yorktown Heights-
Descrição: dc.descriptionTu Berlin Computer Science-
Descrição: dc.descriptionUniversity of Toronto Medical Biophysics-
Descrição: dc.descriptionSão Paulo State University (UNESP), São Paulo-
Formato: dc.format5-7-
Idioma: dc.languageen-
Relação: dc.relationIEEE Signal Processing Magazine-
???dc.source???: dc.sourceScopus-
Título: dc.titleInterpretability, Reproducibility, and Replicability-
Tipo de arquivo: dc.typetexto-
Aparece nas coleções:Repositório Institucional - Unesp

Não existem arquivos associados a este item.