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.
| Publicado en: | Computer (00189162) Vol. 55; no. 3; pp. 30 - 40 |
|---|---|
| Autores principales: | , , , , , , |
| Formato: | Artículo |
| Publicado: |
IEEE
Mar2022
|
| Materias: | |
| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=hlh&AN=155866982&site=ehost-live header: @attributes: shortDbName: hlh uiTerm: 155866982 longDbName: Humanities International Complete uiTag: AN controlInfo: bkinfo: jinfo: jid: 00189162 PUT jtl: Computer (00189162) issn: 00189162 maglogo: N pubinfo: dt: Mar2022 vid: 55 iid: 3 pid: 13605 pub: IEEE artinfo: ui: 155866982 10.1109/MC.2021.3137227 ppf: 30 ppct: 10 formats: tig: atl: Software-Engineering Design Patterns for Machine Learning Applications. aug: au: Washizaki, Hironori Khomh, Foutse Gueheneuc, Yann-Gael Takeuchi, Hironori Natori, Naotake Doi, Takuo Okuda, Satoshi affil: Waseda University, NII, SYSTEM INFORMATION, and eXmotion Polytechnique Montréal Concordia University Musashi University Aisin Corporation Lifematics Inc. Japan Advanced Institute of Science and Technology su: Machine design Machine learning Software engineering sug: subj: Machine design Machine learning Software engineering keyword: Bibliographies Computer applications ab: 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. pubtype: Academic Journal doctype: Article src: R language: English refInfo: copyright: @attributes: flag: Y dt: @attributes: year: 2022 holdings: @attributes: islocal: N |
|---|