Simon Knollmeyer

Orcid: 0009-0002-1429-6992

According to our database1, Simon Knollmeyer authored at least 7 papers between 2023 and 2024.

Collaborative distances:
  • Dijkstra number2 of six.
  • Erdős number3 of five.

Timeline

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PhD thesis 
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Links

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Bibliography

2024
Unlocking the Potential of Information Modeling for Root Cause Analysis in a Production Environment: A Comprehensive State-of-the-Art Review Using the Kitchenham Methodology.
IEEE Access, 2024

A Conceptual Framework for Addressing Class Imbalance in Image Data: Challenges and Strategies.
Proceedings of the 12th IEEE International Conference on Intelligent Systems, 2024

Benchmarking of Retrieval Augmented Generation: A Comprehensive Systematic Literature Review on Evaluation Dimensions, Evaluation Metrics and Datasets.
Proceedings of the 16th International Joint Conference on Knowledge Discovery, 2024

Addressing the Complexity of AI Integration in Manufacturing: A Morphological Analysis.
Proceedings of the 29th IEEE International Conference on Emerging Technologies and Factory Automation, 2024

Document Knowledge Graph to Enhance Question Answering with Retrieval Augmented Generation.
Proceedings of the 29th IEEE International Conference on Emerging Technologies and Factory Automation, 2024

Supervised Anomaly Detection for Production Line Images using Data Augmentation and Convolutional Neural Network.
Proceedings of the 29th IEEE International Conference on Emerging Technologies and Factory Automation, 2024

2023
Ontology based knowledge graph for information and knowledge management in factory planning.
Proceedings of the 28th IEEE International Conference on Emerging Technologies and Factory Automation, 2023


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