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Data-Driven Decision Tree Classification for Product Portfolio Design Optimization
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References

  • 1987Discrete Choice Analysis: Theory and Application to Travel Demand.5,542 cited
  • 1988Discrete choice analysis: Theory and application to travel demand3,257 cited
  • 1994Estimating Discrete-Choice Models of Product Differentiation2,945 cited
  • 2001Thirty Years of Conjoint Analysis: Reflections and Prospects766 cited
  • 1966Experiments in induction697 cited
  • 1967Experiments in Induction659 cited
  • 2003Target Cascading in Optimal System Design622 cited
  • 2004Product architecture assessment: a tool to link product, process, and supply chain design decisions492 cited
  • 2001Product Differentiation and Commonality in Design: Balancing Revenue and Cost Drivers303 cited
  • 2004Linking Marketing and Engineering Product Design Decisions via Analytical Target Cascading*278 cited
  • 2003Analytical Target Cascading in Automotive Vehicle Design268 cited
  • 2003An Approach to Decision-Based Design With Discrete Choice Analysis for Demand Modeling251 cited
  • 2007THE PURE CHARACTERISTICS DEMAND MODEL*244 cited
  • 2007Flexible product platforms: framework and case study234 cited
  • 2000Customer-driven product development through quality function deployment in the u.s. and japan

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222 cited
  • 1999Using Conjoint Analysis to Help Design Product Platforms182 cited
  • Cited by

    • 2018Utilizing text mining and Kansei Engineering to support data-driven design automation at conceptual design stage105 cited
    • 2016Data-driven innovation to capture user-experience product design: An empirical study for notebook visual aesthetics design80 cited
    • 2018Data-Driven Platform Design: Patent Data and Function Network Analysis57 cited
    • 2011Trend Mining for Predictive Product Design55 cited
    • 2022Seven Decades of Project Portfolio Management Research (1950–2019) and Perspectives for the Future54 cited
    • 2014Demand Trend Mining for Predictive Life Cycle Design53 cited
    • 2021Improved assessment model for candidate design schemes with an interval rough integrated cloud model under uncertain group environment48 cited
    • 2013Product customization of tablet computers based on the information of online reviews by customers34 cited
    • 2022Data-driven engineering design: A systematic review using scientometric approach31 cited
    • 2021Operating data-driven inverse design optimization for product usage personalization with an application to wheel loaders31 cited
    • 2018A Bayesian Network Based Adaptability Design of Product Structures for Function Evolution25 cited
    • 2024Integration of data science with product design towards data-driven design17 cited
    • 2022Front-end issues in product family design: systematic literature review and meta-synthesis13 cited
    • 2018Using business critical design rules to frame new architecture introduction in multi-architecture portfolios13 cited
    • 2017Dynamic customer preference analysis for product portfolio identification using sequential pattern mining13 cited
    • 2023Evaluating the circularity and multi-lifecycle green profit of product family design9 cited