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Data-Driven Decision Tree Classification for Product Portfolio Design Optimization
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The formulation of a product portfolio requires extensive knowledge about the product market space and also the technical limitations of a company’s engineering design and manufacturing processes. ...
Trend Mining for Predictive Product Design
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The Preference Trend Mining (PTM) algorithm that is proposed in this work aims to address some fundamental challenges of current demand modeling techniques being employed in the product design ...
Optimal Product Portfolio Formulation by Merging Predictive Data Mining With Multilevel Optimization
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This paper addresses two important fundamental areas in product family formulation that have recently begun to receive great attention. First is the incorporation of market demand that we address ...