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1-4 of 4
Keywords: Artificial neural network
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Journal Articles
Research on automatic garment pattern generation method for women jackets integrating parametric design and artificial neural networks
Available to Purchase
International Journal of Clothing Science and Technology 1–24.
Published: 11 May 2026
...Chu Zhang; Lulu Du; Wantao Shang; Zihua Ye; Zheng Liu; Francesco Fioretto; Yunchu Yang Purpose The purpose of this paper is to propose an automatic generation method integrating parametric design and artificial neural networks for women's jackets patterns to improve the efficiency of personalized...
Journal Articles
Textile pattern reconstruction and innovation using artificial neural network
Available to Purchase
International Journal of Clothing Science and Technology (2019) 31 (1): 103–114.
Published: 18 February 2019
... be learnt by the artificial neural network (ANN). The outputs of the ANN are used for the reconstruction of the pattern and the innovation is performed by interceptors in the input/output layer. The ANN is carried out with one input layer, one output layer and several hidden layers, and the capacity...
Journal Articles
Artificial neural networks for prediction of local thermal insulation of clothing protecting against cold
Available to Purchase
International Journal of Clothing Science and Technology (2018) 30 (1): 82–100.
Published: 15 March 2018
...Anna Katarzyna Dabrowska Purpose The purpose of this paper is to develop artificial neural networks (ANNs) allowing us to simulate the local thermal insulation of clothing protecting against cold on a basis of the characteristics of materials and design solutions used. Design/methodology...
Journal Articles
Ring yarn quality prediction using hybrid artificial neural network: Fuzzy expert system model
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International Journal of Clothing Science and Technology (2015) 27 (6): 940–956.
Published: 02 November 2015
...Hanen Ghanmi; Adel Ghith; Tarek Benameur Purpose – The purpose of this paper is to predict a global quality index of a ring spun yarn whose count Ne is ranging between 7.8 (76.92 tex) and 22.2 (27 tex). To fulfill this goal, a hybrid model based on artificial neural network (ANN) and fuzzy logic...
