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An interpretable machine learning approach for engineering change management decision support in automotive industry
8 references·1 citing·36 second hop
An interpretable machine learning approach for engineering change management decision support in automotive industry (2022)An interpretable machine learning approac…Product Lifecycle Management for a Global Market (2014)Product Lifecycle Management …Complexity in engineering design and manufacturing (2012)Complexity in engineering des…Change Propagation Analysis in Complex Technical Systems (2009)Change Propagation Analysis i…Predicting Change Propagation in Complex Design (2004)Predicting Change Propagation…Reasons for Cost and Schedule Increase for Engineering Design Projects (2002)Reasons for Cost and Schedule…Decision Support Systems: Concepts and Resources for Managers (2002)Decision Support Systems: Con…Managing the Process of Engineering Change Orders: The Case of the Climate Control System in Automobile Development (1999)Managing the Process of Engin…Distributional Structure (1954)Distributional StructureSpec guidance for engineering design based on data mining and neural networks (2022)Spec guidance for engineering…A model-based method for organizing tasks in product development (1994)Applying the design structure matrix to system decomposition and integration problems: a review and new directions (2001)Change and customisation in complex engineering domains (2004)A conceptual framework for tackling knowable unknown unknowns in project management (2014)Design Structure Matrix Extensions and Innovations: A Survey and New Opportunities (2015)The Bullwhip Effect In Supply Chains 1 (1997)Supply networks and complex adaptive systems: control versus emergence (2001)Product variety management (2013)Design and management of manufacturing systems for production quality (2014)Learning factories for future oriented research and education in manufacturing (2017)PRODUCT DESIGN AND DEVELOPMENT (2018)Reengineering the corporation: A manifesto for business revolution (1993)The role of product architecture in the manufacturing firm (1995)Measuring the Effectiveness of Overlapping Development Activities (1999)Managing project uncertainty: from variation to chaos (2002)A Survey of Activity Network‐Based Process Models for Managing Product Development Projects (2007)Concurrent Delays in Construction Projects (1987)Building Theories from Case Study Research (1989)Critical Success Factors for Construction Projects (1992)Factors Affecting Construction Cost in Mara Large Construction Project: Perspective of Project Management Consultant (2010)Three-Stage Least-Squares Analysis of Time and Cost Overruns in Construction Contracts (2010)Preliminary Study on Causative Factors Leading to Construction Cost Overrun (2011)The Choice Theory Approach to Market Research (1986)Discrete choice analysis: Theory and application to travel demand (1988)The Effect of Word of Mouth on Sales: Online Book Reviews (2006)Analysis of Brand Effects in Data-Driven Design Based on Online Reviews (2023)Extracting product design guidance from online reviews: An explainable neural network-based approach (2023)Model-driven decision support systems: Concepts and research directions (2005)Reflections on societal and business model transformation arising from digitization and big data analytics: A research agenda (2015)Strategic opportunities (and challenges) of algorithmic decision-making: A call for action on the long-term societal effects of ‘datification’ (2015)A simulation-based risk network model for decision support in project risk management (2011)A method to assess the effects of engineering change propagation (2012)Enabling Flexibility in Engineering Systems: A Taxonomy of Procedures and a Design Framework (2013)Theories of Lexical Semantics (2009)Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change (2016)Measuring Corporate Culture Using Machine Learning (2020)
this work references cited by second hop

References

  • 1954Distributional Structure4,806 cited
  • 2002Decision Support Systems: Concepts and Resources for Managers691 cited
  • 2012Complexity in engineering design and manufacturing651 cited
  • 2004Predicting Change Propagation in Complex Design641 cited
  • 2009Change Propagation Analysis in Complex Technical Systems271 cited
  • 1999Managing the Process of Engineering Change Orders: The Case of the Climate Control System in Automobile Development238 cited
  • 2002Reasons for Cost and Schedule Increase for Engineering Design Projects133 cited
  • 2014Product Lifecycle Management for a Global Market29 cited

Cited by

  • 2022Spec guidance for engineering design based on data mining and neural networks18 cited

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