Preliminary literature review of machine learning system development practices

Yasuhiro Watanabe, Hironori Washizaki*, Kazunori Sakamoto, Daisuke Saito, Kiyoshi Honda, Naohiko Tsuda, Yoshiaki Fukazawa, Nobukazu Yoshioka

*この研究の対応する著者

研究成果: Conference contribution

抄録

To guide practitioners and researchers to design and research Machine Learning (ML) system development processes, we conduct a preliminary literature review on ML system development practices. We identified seven papers and two other papers determined in an ad-hoc review. Our findings include emphasized phases in ML system developments, frequently described ML-specific practices, and tailored traditional practices.

本文言語English
ホスト出版物のタイトルProceedings - 2021 IEEE 45th Annual Computers, Software, and Applications Conference, COMPSAC 2021
編集者W. K. Chan, Bill Claycomb, Hiroki Takakura, Ji-Jiang Yang, Yuuichi Teranishi, Dave Towey, Sergio Segura, Hossain Shahriar, Sorel Reisman, Sheikh Iqbal Ahamed
出版社Institute of Electrical and Electronics Engineers Inc.
ページ1407-1408
ページ数2
ISBN(電子版)9781665424639
DOI
出版ステータスPublished - 2021 7月
イベント45th IEEE Annual Computers, Software, and Applications Conference, COMPSAC 2021 - Virtual, Online, Spain
継続期間: 2021 7月 122021 7月 16

出版物シリーズ

名前Proceedings - 2021 IEEE 45th Annual Computers, Software, and Applications Conference, COMPSAC 2021

Conference

Conference45th IEEE Annual Computers, Software, and Applications Conference, COMPSAC 2021
国/地域Spain
CityVirtual, Online
Period21/7/1221/7/16

ASJC Scopus subject areas

  • 人工知能
  • コンピュータ サイエンスの応用
  • ソフトウェア

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