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Satoshi Okuda
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Software-engineering design patterns for machine learning applications
H Washizaki, F Khomh, YG Guéhéneuc, H Takeuchi, N Natori, T Doi, ...
Computer 55 (3), 30-39, 2022
392022
Software engineering patterns for machine learning applications (sep4mla) part 2
H Washizaki, F Khomh, YG Guéhéneuc, H Takeuchi, S Okuda, N Natori, ...
Proceedings of the 27th conference on pattern languages of programs, 1-10, 2020
232020
Practitioners’ insights on machine-learning software engineering design patterns: a preliminary study
H Washizaki, H Takeuchi, F Khomh, N Natori, T Doi, S Okuda
2020 IEEE International Conference on Software Maintenance and Evolution …, 2020
152020
Enterprise architecture based representation of architecture and design patterns for machine learning systems
H Takeuchi, T Doi, H Washizaki, S Okuda, N Yoshioka
2021 IEEE 25th International Enterprise Distributed Object Computing …, 2021
42021
Exploitation pattern for machine learning systems
S Okuda, G Nemoto, T Mori, N Ishitani, K Nishimura, N Uchihira
2021 36th International Technical Conference on Circuits/Systems, Computers …, 2021
22021
Exploitation Process for Machine Learning Systems
S Okuda, N Uchihira
International Journal of Innovation and Technology Management, 2024
2024
Digital Transformation Classification Types and Evolution Process for Established Companies
S Okuda, N Uchihira
The Human Side of Service Engineering 108 (108), 2023
2023
中小ものづくり企業の生き残り戦略―株式会社浜野製作所の産学連携応用と両利きの経営の実現事例―
奥田聡, 更田誠, 大江建
日本ベンチャー学会誌 37, 41-55, 2021
2021
Exploitation Patterns and systematization of issues for Machine Learning Systems
S Okuda, N Ishitani, T Mori, G Nemoto, K Nishimura, N Uchihira
IEICE Technical Report; IEICE Tech. Rep. 120 (170), 19-24, 2020
2020
機械学習応用システムの深化パターンと課題体系
奥田聡, 石谷規彦, 森俊樹, 根本学, 西村一彦, 内平直志
電子情報通信学会技術研究報告; 信学技報 120 (170), 19-24, 2020
2020
Software Engineering Patterns for Machine Learning Applications (SEP4MLA)-Part 2
F KHOMH, YG GUÉHÉNEUC, S OKUDA, N NATORI, A Seiki, N SHIOURA
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