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International Journal of Computer Integrated Manufacturing Volume 33, 2020 - Issue 7: Recent advances in Design Analytics
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Affective design using machine learning: a survey and its prospect of conjoining big data

Kit Yan Chana School of Electrical Engineering, Computing and Mathematical Sciences, Curtin University, Perth, AustraliaCorrespondence[email protected]
,
C.K. Kwongb Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hong Kong
,
Pornpit Wongthongthamf Curtin University Sustainability Policy Institute, Curtin University, Perth, Australia
,
Huimin Jiangb Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hong Kong
,
Chris K.Y. Fungb Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hong Kong
,
Bilal Abu-Salihc School of Information Systems, Curtin University, Perth, Australia
,
Zhixin Liud Institute of Electrical Engineering, Yanshan University, Qinhuangdao, China
,
T.C. Wonge Department of Design, Manufacture, and Engineering Management, University of Strathclyde, UK
&
Pratima Jainc School of Information Systems, Curtin University, Perth, Australia
 show all
Pages 645-669 | Received 01 Dec 2017, Accepted 28 Aug 2018, Published online: 04 Oct 2018

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Meiling He, Matthew Petering, Phillip LaCasse, Wilkistar Otieno & Francisco Maturana. (2023) Learning with supervised data for anomaly detection in smart manufacturing. International Journal of Computer Integrated Manufacturing 36:9, pages 1331-1344.
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Pasquale Del Vecchio, Gioconda Mele, Giuseppina Passiante & Donata Serra. (2023) Knowledge generation from Big Data for new product development: a structured literature review. Knowledge Management Research & Practice 21:4, pages 892-907.
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Fu Guo, Xiaohui Tian, Mingcai Hu & Zeyu Zhang. (2023) Affective Design of Smart TV Navigation Interface Considering the Diversity of User Needs. International Journal of Human–Computer Interaction 0:0, pages 1-20.
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Xiong Li, Jianning Su, Zhipeng Zhang & Ruisheng Bai. (2021) Product innovation concept generation based on deep learning and Kansei engineering. Journal of Engineering Design 32:10, pages 559-589.
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Dominik Kozjek, Rok Vrabič, Borut Rihtaršič, Nada Lavrač & Peter Butala. (2020) Advancing manufacturing systems with big-data analytics: A conceptual framework. International Journal of Computer Integrated Manufacturing 33:2, pages 169-188.
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Paulo H.P. Setti & Osiris Canciglieri Junior. 2022. Product Design - A Manufacturing Perspective [Working Title]. Product Design - A Manufacturing Perspective [Working Title].
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Pratima Jain & Kit Yan Chan. (2020) A Social Media Analytical Framework Incorporating Fuzzy Regression for Affective Design. A Social Media Analytical Framework Incorporating Fuzzy Regression for Affective Design.
Seyed Sina Shabestari, Michael Herzog & Beate Bender. (2019) A Survey on the Applications of Machine Learning in the Early Phases of Product Development. Proceedings of the Design Society: International Conference on Engineering Design 1:1, pages 2437-2446.
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