IISE Transactions, Volume 56, Issue 10 (2024)

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IISE Transactions, Volume 56, Issue 10 (2024)

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Special Issue on AI and Machine Learning for Manufacturing (II)

Research Article

Article
Multimodal regression and mode recognition via an integrated deep neural network
Di Wang, Changyue Song & Xi Zhang
Pages: 1021-1037
Published online: 11 Aug 2023
AbstractforMultimodal regression and mode recognition via an integrated deep neural network | Full Text | References | PDF (3.3 MB) | EPUB | Supplemental
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Article
Applications and prospects of machine learning for aerosol jet printing: A review
Shenghan Guo, Hyunwoong Ko & Andi Wang
Pages: 1038-1057
Published online: 04 Aug 2023
AbstractforApplications and prospects of machine learning for aerosol jet printing: A review | Full Text | References | PDF (2.9 MB) | EPUB | Supplemental
  • 550 Views
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Article
MMP Net: A feedforward neural network model with sequential inputs for representing continuous multistage manufacturing processes without intermediate outputs
Hojin Cho, Kyeongbin Kim, Kihyuk Yoon, Jaewook Chun, Jaeyong Kim, Kyeongmin Lee, Junghye Lee & Chiehyeon Lim
Pages: 1058-1069
Published online: 06 Sep 2023
AbstractforMMP Net: A feedforward neural network model with sequential inputs for representing continuous multistage manufacturing processes without intermediate outputs | Full Text | References | PDF (2.4 MB) | EPUB | Supplemental
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Open Access
Article
In-situ monitoring of image texturing via random forests and clustering with applications to additive manufacturing
Fabio Caltanissetta, Luisa Bertoli & Bianca Maria Colosimo
Pages: 1070-1084
Published online: 12 Oct 2023
AbstractforIn-situ monitoring of image texturing via random forests and clustering with applications to additive manufacturing | Full Text | References | PDF (3 MB) | EPUB | Supplemental
  • 178 Views
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Article
Ontology-guided attribute learning to accelerate certification for developing new printing processes
Tsegai O. Yhdego, Hui Wang, Zhibin Yu & Hongmei Chi
Pages: 1085-1098
Published online: 07 Nov 2023
AbstractforOntology-guided attribute learning to accelerate certification for developing new printing processes | Full Text | References | PDF (2.8 MB) | EPUB | Supplemental
  • 147 Views
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Article
Mutual-cognition for proactive human–robot collaboration: A mixed reality-enabled visual reasoning-based method
Shufei Li, Yingchao You, Pai Zheng, Xi Vincent Wang & Lihui Wang
Pages: 1099-1111
Published online: 11 Mar 2024
AbstractforMutual-cognition for proactive human–robot collaboration: A mixed reality-enabled visual reasoning-based method | Full Text | References | PDF (3 MB) | EPUB | Supplemental
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Open Access
Article
Image-based novel fault detection with deep learning classifiers using hierarchical labels
Nurettin Dorukhan Sergin, Jiayu Huang, Tzyy-Shuh Chang & Hao Yan
Pages: 1112-1130
Published online: 02 May 2024
AbstractforImage-based novel fault detection with deep learning classifiers using hierarchical labels | Full Text | References | PDF (3.2 MB) | EPUB | Supplemental
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