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A data-driven intelligent decision support system that combines predictive and ...

Ribeiro, Rui; Pilastri, Andre; Moura, Carla; Morgado, Jose; Cortez, Paulo

In this paper, we propose an Intelligent Decision Support System (IDSS) for the design of new textile fabrics. The IDSS uses predictive analytics to estimate fabric properties (e.g., elasticity) and composition values (% cotton) and then prescriptive techniques to optimize the fabric design inputs that feed the predictive models (e.g., types of yarns used). Using thousands of data records from a Portuguese text...

Date: 2023   |   Origin: RepositóriUM - Universidade do Minho
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