Michael Groth

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  • 2024 | Book Chapter
    ​ ​Characteristics of Production Scheduling Problems in the Era of Industry 4.0 – A Review of Machine Learning Algorithms for Production Scheduling​
    Groth, M. ; Schumann, M.  & Nickerson, R. C. ​ (2024)
    In: Flexible Automation and Intelligent Manufacturing: Establishing Bridges for More Sustainable Manufacturing Systems pp. 119​-127. (Vol. 2).  DOI: https://doi.org/10.1007/978-3-031-38165-2_15 
    ​Details  DOI 
  • 2023 | Conference Paper
    ​ ​Design of a Reference Architecture for Production Scheduling Applications based on a Problem Representation including Practical Constraints​
    Groth, M.   & Schumann, M. ​ (2023)
    ​Australasian Conference on Information Systems​, Wellington.
    ​Details 
  • 2023 | Lecture
    ​ ​Design of a Reference Architecture for Production Scheduling Applications based on a Problem Representation including Practical Constraints​
    Groth, M. ​ (2023)
    Australasian Conference on Information Systems; 2023-12​, Wellington.
    ​Details 
  • 2023 | Lecture
    ​ ​​​Characteristics of Production Scheduling Problems in the Era of Industry 4.0 – A Review of Machine Learning Algorithms for Production Scheduling​​
    Groth, M. ​ (2023)
    FAIM 2023; 2023-06-20​, Porto.
    ​Details 
  • 2023 | Conference Paper
    ​ ​Enabling the Evaluation of Production Scheduling Algorithms in Complex Production Environments Using Individually Deployable Scheduling Services​
    Groth, M. ; Dippel, A. & Schumann, M. ​ (2023)
    ​Lecture Notes in Computer Science pp. 18​-32. (Vol. 13873). ​18th International Conference on Design Science Research in Information Systems and Technology​, Pretoria, South Africa. DOI: https://doi.org/10.1007/978-3-031-32808-4_2 
    ​Details  DOI 
  • 2023 | Conference Paper
    ​ ​Design and Implementation of Hierarchical Digital Twins in Industrial Production Environments​
    Finke, C. ; Groth, M. ; Schumann, M. ; Dewitz, P.; Gehrke, J. & Marahrens, T. ​ (2023)
    ​Proceedings of the 56th Hawaii International Conference on System Sciences pp. 1448​-1457. ​Hawaii International Conference on System Sciences 2023​, Maui.
    ​Details 
  • 2023 | Lecture
    ​ ​Enabling the Evaluation of Production Scheduling Algorithms in Complex Production Environments Using Individually Deployable Scheduling Services​
    Groth, M. ​ (2023)
    18th International Conference on Design Science Research in Information Systems and Technology; 2023-06-02​, Pretoria, South Africa.
    ​Details 
  • 2023 | Conference Paper
    ​ ​How Today’s AI Content Generators Outperform Average Novice Students in Information Systems Exams​
    Hobert, S. ; Groth, M. ; Nießner, T.   & Wilhelmi, L. ​ (2023)
    ​AMCIS 2023 Proceedings. ​Americas' Conference on Information Systems​, Panama City, Panama.
    ​Details 
  • 2021 | Conference Paper
    ​ ​Using Self-Play within Deep Q Learning to improve real-time Production Scheduling​
    Groth, M. ; Freier, P.   & Schumann, M. ​ (2021)
    ​AMCIS 2021 Proceedings pp. 1​-10. ​AMCIS 2021​, Montreal, Canada.
    Montreal, Canada​
    ​Details 
  • 2021 | Lecture
    ​ ​Using Self-Play within Deep Q Learning to improve real-time Production Scheduling​
    Groth, M. ​ (2021) 2021-09-11​, Montreal, Canada (Digital).
    ​Details 

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