Software-Engineering Design Patterns for Machine Learning Applications.

In this study, a multivocal literature review identified 15 software-engineering design patterns for machine learning applications. Findings suggest that there are opportunities to increase the patterns' adoption in practice by raising awareness of such patterns within the community.

Detalles Bibliográficos
Publicado en:	Computer (00189162) Vol. 55; no. 3; pp. 30 - 40
Autores principales:	Washizaki, Hironori, Khomh, Foutse, Gueheneuc, Yann-Gael, Takeuchi, Hironori, Natori, Naotake, Doi, Takuo, Okuda, Satoshi
Formato:	Artículo
Publicado:	IEEE Mar2022
Materias:	Machine design Machine learning Software engineering
Acceso en línea:	Ver este registro en EBSCOhost

Descripción
Sumario:	In this study, a multivocal literature review identified 15 software-engineering design patterns for machine learning applications. Findings suggest that there are opportunities to increase the patterns' adoption in practice by raising awareness of such patterns within the community.