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International Journal of Computer Integrated Manufacturing Volume 33, 2020 - Issue 10-11: Application of Artificial Intelligence in Advanced Manufacturing
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Articles

Contextual classification for smart machining based on unsupervised machine learning by Gaussian mixture model

Zhiqiang Wanga Laboratory of Digital Sciences of Nantes (LS2N, UMR CNRS 6004), University of Nantes, Nantes, FranceView further author information
,
Mathieu Ritoua Laboratory of Digital Sciences of Nantes (LS2N, UMR CNRS 6004), University of Nantes, Nantes, FranceCorrespondence[email protected]
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,
Catherine Da Cunhab Laboratory of Digital Sciences of Nantes (LS2N, UMR CNRS 6004), Centrale Nantes, Nantes, FranceView further author information
&
Benoît Fureta Laboratory of Digital Sciences of Nantes (LS2N, UMR CNRS 6004), University of Nantes, Nantes, FranceView further author information
Pages 1042-1054 | Received 12 Aug 2019, Accepted 17 May 2020, Published online: 02 Jul 2020

Citations (8)

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Read on this site (3)

Bruno Lavisse, Xavier Tardif, Dmitry Bondarenko, Mathieu Ritou & Guénaël Germain. (2023) In process temperature and tool wear for the machining of aeronautic aluminum under different lubrication conditions. Machining Science and Technology 27:5, pages 556-576.
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Chao Liu, Pai Zheng & Xun Xu. (2023) Digitalisation and servitisation of machine tools in the era of Industry 4.0: a review. International Journal of Production Research 61:12, pages 4069-4101.
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Z. Yahouni, A. Ladj, F. Belkadi, O. Meski & M. Ritou. (2021) A smart reporting framework as an application of multi-agent system in machining industry. International Journal of Computer Integrated Manufacturing 34:5, pages 470-486.
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Articles from other publishers (5)

Zhiqiang Wang, Kenneth Ezukwoke, Anis Hoayek, Mireille Batton-Hubert & Xavier Boucher. (2023) Nature language processing (NLP) and association rules (AR)-based knowledge extraction for intelligent fault analysis: a case study in semiconductor industry. Journal of Intelligent Manufacturing.
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Caizhi Zhang, Weifeng Huang, Tong Niu, Zhitao Liu, Guofa Li & Dongpu Cao. (2023) Review of Clustering Technology and Its Application in Coordinating Vehicle Subsystems. Automotive Innovation.
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Zhiqiang Wang, Mathieu Ritou, Catherine Da Cunha & Benoît Furet. (2023) Contextual classification of chatter based on unsupervised machine learning. Procedia CIRP 117, pages 390-395.
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Yutian Ren & Guann-Pyng Li. (2022) A contextual sensor system for non-intrusive machine status and energy monitoring. Journal of Manufacturing Systems 62, pages 87-101.
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Asma Ladj, Zhiqiang Wang, Oussama Meski, Farouk Belkadi, Mathieu Ritou & Catherine Da Cunha. (2021) A knowledge-based Digital Shadow for machining industry in a Digital Twin perspective. Journal of Manufacturing Systems 58, pages 168-179.
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