Data Mining Definitions and Applications for the Management of Production Complexity

• Framework for the Identification of Fields of Innovation in the Product Environment Via Text Mining and Semantic Networks

  2023 Lecture notes in production engineering book-chapter Computer Science Open Source Software Innovations

  1

  citations
• Systematization of Technological Capabilities for Connected Adaptive Production

  2023 Lecture notes in production engineering book-chapter Engineering Flexible and Reconfigurable Manufacturing Systems Open access

  0

  citations
• Method for the Semantic Modelling of the Product Context Using Text Mining for the Derivation of Innovation Potentials

  2022 2022 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) conference-paper Computer Science Semantic Web and Ontologies

  4

  citations
• Data-based Approach for Reducing Process Complexity in Parts Manufacturing

  2022 2022 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) conference-paper Business, Management and Accounting Product Development and Customization

  0

  citations
• Increasing Labor Productivity in Intelligent Manufacturing Enterprises : An Approach to Identify Relevant Capability Bundles

  2022 2022 Portland International Conference on Management of Engineering and Technology (PICMET) conference-paper Engineering Digital Transformation in Industry

  1

  citations
• Concept for the identification of product innovation potentials by the application of text mining

  2022 Procedia CIRP article Computer Science Open Source Software Innovations Open access

  8

  citations
• Creating Transparency on Product Variety Through Data-driven Similarity Analysis

  2021 2021 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) conference-paper Business, Management and Accounting Product Development and Customization

  5

  citations
• Applying the Random Forest Algorithm to Predict Engineering Change Effort

  2021 conference-paper Business, Management and Accounting Product Development and Customization

  5

  citations
• Derivation of Constituent Problem Characteristics for the Application of Machine Learning Systems

  2021 conference-paper Business, Management and Accounting Big Data and Business Intelligence

  0

  citations
• Identification and Characterization of Challenges in the Future of Manufacturing for the Application of Machine Learning

  2020 conference-paper Engineering Digital Transformation in Industry

  8

  citations
• DERIVATION OF DESCRIPTION FEATURES FOR ENGINEERING CHANGE REQUEST BY AID OF LATENT DIRICHLET ALLOCATION

  2020 Proceedings of the Design Society DESIGN Conference conference-paper Engineering Manufacturing Process and Optimization Open access

  5

  citations
• Databased prediction and planning of order-specific transition times

  2020 Procedia CIRP article Engineering Flexible and Reconfigurable Manufacturing Systems Open access

  10

  citations
• Identification of evaluation criteria for algorithms used within the context of product development

  2020 Procedia CIRP article Business, Management and Accounting Big Data and Business Intelligence Open access

  9

  citations

13 results