Goal-Oriented Machine Learning-Based Component Development Process

Jati H. Husen, Hnin Thandar Tun, Nobukazu Yoshioka, Hironori Washizaki, Yoshiaki Fukazawa

研究成果: Conference contribution

1 被引用数 (Scopus)

抄録

Along with the rising usage of machine learning-based (ML-based) solution, a significant amount of tools to train them has been proposed. However, there is little attention on aligning those tools with the overall goals of the development itself. We proposed a goal-oriented approach to align and rationalize the utilization of those tools with higher-level development goals. We demonstrated the proposed technique's capabilities through a case study to show the potential of our proposed method.

本文言語English
ホスト出版物のタイトルCompanion Proceedings - 24th International Conference on Model-Driven Engineering Languages and Systems, MODELS-C 2021
出版社Institute of Electrical and Electronics Engineers Inc.
ページ643-644
ページ数2
ISBN(電子版)9781665424844
DOI
出版ステータスPublished - 2021
イベント24th International Conference on Model-Driven Engineering Languages and Systems, MODELS-C 2021 - Virtual, Online, Japan
継続期間: 2021 10月 102021 10月 15

出版物シリーズ

名前Companion Proceedings - 24th International Conference on Model-Driven Engineering Languages and Systems, MODELS-C 2021

Conference

Conference24th International Conference on Model-Driven Engineering Languages and Systems, MODELS-C 2021
国/地域Japan
CityVirtual, Online
Period21/10/1021/10/15

ASJC Scopus subject areas

  • 組織的行動および人的資源管理
  • ハードウェアとアーキテクチャ
  • ソフトウェア
  • 工学(その他)
  • 安全性、リスク、信頼性、品質管理
  • モデリングとシミュレーション

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