Okayama Prefectural University · Department of Information Systems Engineering · 教授

Research keywords形式手法・モデル検査・プロセス代数・ソフトウェア工学・ソフトウェア・UML・専門分野: ディペンダブルシステム、ソフトウェア工学・形式的検証・ディペンダブルシステム

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• On Accuracy of ML-based Functional Size Approximation Models on Effort Estimation K. Yokogawa, S. Amasaki, H. Aman, and T. Yokogawa Proc. 28th ACIS International Winter Virtual Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD2024-Winter), 2024122024
• A Comparative Study on COSMIC FP Approximation with Deep Learning and Conventional Machine Learning K. Yokogawa, M. Hiroishi, S. Amasaki, H. Aman and T. Yokogawa The 22nd IEEE/ACIS International Conference on Software Engineering, Management and Applications (SERA 2024), pp.346-351, 2024052024
• A Quantitative Investigation of Trends in Confusing Variable Pairs Through Commits: Do Confusing Variable Pairs Survive? H. Aman, S. Amasaki, T. Yokogawa and M. Kawahara Proc. the 28th International Conference on Evaluation and Assessment in Software Engineering (EASE 2024), pp.90-99, 2024062024
• Distributed hierarchical AI architecture for meta-described local dynamic maps in autonomous driving H. Miyata, M. Saitoh, K. Arimoto, A. Hayami, H. Mizuno, Y . Shimazu and T. Yokogawa 9th International Conference on Social and Business Information Technology (SBIT 2024), pp.595-600, 2024072024

• エネルギーマッチングAIを用いるノ―マリーオフ型ローカル5G基地局の技術開発
• プロジェクトデータ資産を積極的に活用する工数見積もりモデルに関する研究
• 有界モデル検査による仕様検証手法を利用したソフトウェア開発コストの削減
• 開発者間で個人差の出やすい特徴がソースコード品質へ及ぼす影響に関する実証的研究

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