-
Weitao Pan,
Hironori Washizaki,
Nobukazu Yoshioka,
Yoshiaki Fukazawa,
Foutse Khomh,
and Yann-Gaël Guéhéneuc.
A Machine Learning Based Approach to Detect Machine Learning Design Patterns.
In Joo-yong Yi and Gary T. Leavens, editors,
Proceedings of the 30th Asia-Pacific Software Engineering Conference (APSEC),
pages 574--578,
December 2023.
IEEE CS Press.
Note: 5 pages. Early Research Achievements Track. [Text
] [Slides
] Keyword(s): Topic: Design patterns,
Venue: APSEC.
-
Hironori Washizaki,
Foutse Khomh,
Yann-Gaël Guéhéneuc,
Hironori Takeuchi,
Satoshi Okuda,
and Naotake Natori.
Software Engineering Patterns for Machine Learning Applications (SEP4MLA) - Part 5 - Explainable Proxy Model.
In Valentino Vranić and Kyle Brown, editors,
Proceedings of the 30th Conference on Pattern Languages of Programs (PLoP),
pages 1--10,
October 2023.
ACM Press.
Note: 10 pages. [Text
] Keyword(s): Topic: Design patterns,
Venue: PLoP.
-
Hironori Washizaki,
Foutse Khomh,
and Yann-Gaël Guéhéneuc.
Software Engineering Patterns for Machine Learning Applications (SEP4MLA) - Part 4 - ML Gateway Routing Architecture.
In Mary Lynn Manns and Eduardo Guerra, editors,
Proceedings of the 29th Conference on Pattern Languages of Programs (PLoP),
pages 1--10,
October 2022.
ACM Press.
Note: 10 pages. [Text
] Keyword(s): Topic: Design patterns,
Venue: PLoP.
-
Jomphon Runpakprakun,
Sien Reeve Ordonez Peralta,
Hironori Washizaki,
Foutse Khomh,
Yann-Gaël Guéhéneuc,
Nobukazu Yoshioka,
and Yoshiaki Fukazawa.
Software Engineering Patterns for Machine Learning Applications (SEP4MLA) - Part 3 - Data Processing Architectures.
In Ademar Aguiar, editor,
Proceedings of the 28th Conference on Pattern Languages of Programs (PLoP),
pages 1--10,
October 2021.
ACM Press.
Note: 10 pages. [Text
] Keyword(s): Topic: Design patterns,
Venue: PLoP.
-
Devansh Tiwari,
Hironori Washizaki,
Yoshiaki Fukazawa,
Tomoyuki Fukuoka,
Junji Tamaki,
Nobuhiro Hosotani,
Munetaka Kohama,
Yann-Gaël Guéhéneuc,
and Foutse Khomh.
Commit-Defect and Architectural Metrics based Quality Assessment of C Language.
In Raian Ali and Hermann Kaindl, editors,
Proceedings of the 15th International Conference on Evaluation of Novel Approaches to Software Engineering (ENASE),
pages 579--586,
May 2020.
ScitePress.
Note: 8 pages. [Text
] [Slides
] Keyword(s): Topic: Program comprehension,
Venue: ENASE.
-
Hironori Washizaki,
Foutse Khomh,
and Yann-Gaël Guéhéneuc.
Software Engineering Patterns for Machine Learning Applications (SEP4MLA).
In Yung-Pin Cheng,
Takashi Iba,
and Wen-Chun Ni, editors,
Proceedings of the 9th Asian Conference on Pattern Languages of Programs (AsianPLoP),
September 2020.
ACM Press.
Note: 10 pages. [Text
] Keyword(s): Topic: Design patterns,
Venue: PLoP.
-
Hironori Washizaki,
Foutse Khomh,
Yann-Gaël Guéhéneuc,
Hironori Takeuchi,
Satoshi Okuda,
Naotake Natori,
and Naohisa Shioura.
Software Engineering Patterns for Machine Learning Applications (SEP4MLA) - Part 2.
In Rebecca Wirfs-Brock, editor,
Proceedings of the 27th Conference on Pattern Languages of Programs (PLoP),
pages 1--10,
October 2020.
ACM Press.
Note: 10 pages. [Text
] Keyword(s): Topic: Design patterns,
Venue: PLoP.
-
Hironori Washizaki,
Hiromu Uchida,
Foutse Khomh,
and Yann-Gaël Guéhéneuc.
Studying Software Engineering Patterns for Designing Machine Learning Systems.
In Akinori Ihara and Marco Aurélio Gerosa, editors,
Proceedings of the 10th International Workshop on Empirical Software Engineering in Practice (IWESEP),
pages 49--54,
December 2019.
IEEE CS Society.
Note: 6 pages. [Text
] [Slides
] Keyword(s): Topic: Code and design smells,
Venue: IWESEP.
-
Hironori Washizaki,
Yann-Gaël Guéhéneuc,
and Foutse Khomh.
A Taxonomy for Program Metamodels in Program Reverse Engineering.
In Bram Adams and Denys Poshyvanyk, editors,
Proceedings of the 32nd International Conference on Software Maintenance and Evolution (ICSME),
pages 44--55,
October 2016.
IEEE CS Press.
Note: 10 pages. [Text
] [Slides
] Keyword(s): Topic: Design patterns,
Venue: ICSM,
Venue: ICSME.
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