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Mining data to design value: A demonstrator in early design
7 references·6 citing·43 second hop
Mining data to design value: A demonstrator in early design (2017)Mining data to design value: A demonstrat…Value-driven product service systems development: Methods and industrial applications (2016)Value-driven product service …Model Based Decision Support for Value and Sustainability in Product Development (2015)Model Based Decision Support …Big data: The next frontier for innovation, competition, and productivity (2011)Big data: The next frontier f…Data-mining-based methodology for the design of product families (2004)Data-mining-based methodology…A Framework for Decision-Based Engineering Design (1998)A Framework for Decision-Base…Quality Function Deployment : Integrating Customer Requirements into Product Design (1990)Quality Function Deployment :…Participatory Action Research (1989)Participatory Action ResearchFOUR PATTERNS OF DATA-DRIVEN DESIGN ACTIVITIES IN NEW PRODUCT DEVELOPMENT (2023)FOUR PATTERNS OF DATA-DRIVEN …Correlation-based feature extraction from computer-aided design, case study on curtain airbags design (2022)Correlation-based feature ext…Deep and machine learning approaches for forecasting the residual value of heavy construction equipment: a management decision support model (2021)Deep and machine learning app…DATA-DRIVEN DESIGN AUTOMATION FOR PRODUCT-SERVICE SYSTEMS DESIGN: FRAMEWORK AND LESSONS LEARNED FROM EMPIRICAL STUDIES (2021)DATA-DRIVEN DESIGN AUTOMATION…A framework for data-driven design in a product innovation process: data analysis and visualisation for model-based decision making (2020)A framework for data-driven d…Modeling resale value of road compaction equipment: a data mining approach (2018)Modeling resale value of road…Product Variety and Manufacturing Performance: Evidence from the International Automotive Assembly Plant Study (1996)Modelling the Costs and Benefits of Delayed Product Differentiation (1997)Modularity in design of products and systems (1998)Data mining in design of products and production systems (2007)Optimising product configurations with a data-mining approach (2008)A GA-based optimisation model for big data analytics supporting anticipatory shipping in Retail 4.0 (2016)The Structure of Scientific Revolutions (1963)Research in Organizational Behavior (1984)The Structure of Scientific Revolutions (1984)Controlling action research projects (2001)Participatory Action Research (2008)Whom Does Service Learning Really Serve? Community-Based Organizations' Perspectives on Service Learning (2009)Case Study Research: Design and Methods (1984)Case Study Research: Design and Methods (1991)Towards a Methodology for Developing Evidence‐Informed Management Knowledge by Means of Systematic Review (2003)At the origins of Product Service Systems: Supporting the concept assessment with the Engineering Value Assessment method (2018)Capturing and enhancing provider value in product-service systems throughout the lifecycle: A systematic approach (2018)Product service-systems implementation: A customized framework to enhance sustainability and customer satisfaction (2018)Servitization of business: Adding value by adding services (1988)Toward a Theory of Situation Awareness in Dynamic Systems (1995)The Innovator's Dilemma: When New Technologies Cause Great Firms to Fail (2013)An evolutionary graph of product service system research topics based on bibliometric analysis and topic modelling (2024)Depreciation Patterns for Agricultural Machinery (1995)Linear regression analysis study (2018)Machine learning models for predicting the residual value of heavy construction equipment: An evaluation of modified decision tree, LightGBM, and XGBoost regression (2021)Forecasting Liquidated Damages via Machine Learning-Based Modified Regression Models for Highway Construction Projects (2022)Prediction Liquidated Damages via Ensemble Machine Learning Model: Towards Sustainable Highway Construction Projects (2022)A construction cost estimation framework using DNN and validation unit (2023)The International Journal of Production Research (2013)How Smart, Connected Products Are Transforming Competition (2015)D3 framework: An evidence-based data-driven design framework for new product service development (2024)Introducing Sustainability in Value Models to Support Design Decision Making: A Systematic Review (2017)PSS cost engineering: A model-based approach for concept design (2018)Role and Challenges of Data-Driven Design in the Product Innovation Process (2018)Beyond the hype: Big data concepts, methods, and analytics (2014)Big Data: A Survey (2014)Data-intensive applications, challenges, techniques and technologies: A survey on Big Data (2014)Product platform design and customization: Status and promise (2004)A comparative study of uncertainty propagation methods for black-box-type problems (2008)An analytical Kano model for customer need analysis (2008)Customer satisfaction, customer retention, and market share (1993)THE LAST PLANNER SYSTEM OF PRODUCTION CONTROL (2000)Quality function deployment: A literature review (2002)
this work references cited by second hop

References

  • 2011Big data: The next frontier for innovation, competition, and productivity5,202 cited
  • 1990Quality Function Deployment : Integrating Customer Requirements into Product Design1,680 cited
  • 1998A Framework for Decision-Based Engineering Design630 cited
  • 1989Participatory Action Research500 cited
  • 2004Data-mining-based methodology for the design of product families171 cited
  • 2016Value-driven product service systems development: Methods and industrial applications78 cited
  • 2015Model Based Decision Support for Value and Sustainability in Product Development31 cited

Cited by

  • 2021Deep and machine learning approaches for forecasting the residual value of heavy construction equipment: a management decision support model51 cited
  • 2023FOUR PATTERNS OF DATA-DRIVEN DESIGN ACTIVITIES IN NEW PRODUCT DEVELOPMENT14 cited
  • 2020A framework for data-driven design in a product innovation process: data analysis and visualisation for model-based decision making13 cited
  • 2018Modeling resale value of road compaction equipment: a data mining approach12 cited
  • 2021DATA-DRIVEN DESIGN AUTOMATION FOR PRODUCT-SERVICE SYSTEMS DESIGN: FRAMEWORK AND LESSONS LEARNED FROM EMPIRICAL STUDIES10 cited
  • 2022Correlation-based feature extraction from computer-aided design, case study on curtain airbags design9 cited

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