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Simon Knollmeyer

Observed name: Knollmeyer, Simon
ORCID: 0009-0002-1429-6992
Observed ORCID: 0009-0002-1429-6992
OpenAlex ID: A5093049266
Document GraphRAG: Knowledge Graph Enhanced Retrieval Augmented Generation for Document Question Answering Within the Manufacturing Domain
2025 · Simon Knollmeyer, Oğuz Caymazer, et al. · Electronics · 80
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Document Knowledge Graph to Enhance Question Answering with Retrieval Augmented Generation
2024 · Simon Knollmeyer, Muhammad Uzair Akmal, et al. · IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) · 16
Evaluating Retrieval Augmented Generation: A Comprehensive Review of Evaluation Dimensions, Question Types, and Application
2026 · Simon Knollmeyer, Oğuz Caymazer, et al. · SN Computer Science · 9
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Benchmarking of Retrieval Augmented Generation: A Comprehensive Systematic Literature Review on Evaluation Dimensions, Evaluation Metrics and Datasets
2024 · Simon Knollmeyer, Oğuz Caymazer, et al. · International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management · 7
Supervised Anomaly Detection for Production Line Images using Data Augmentation and Convolutional Neural Network
2024 · Saara Asif, Muhammad Uzair Akmal, et al. · IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) · 5
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
2024 · Leonid Koval, Simon Knollmeyer, et al. · IEEE Access · 5
Industrial Image Grouping Through Pre-Trained CNN Encoder-Based Feature Extraction and Sub-Clustering
2025 · Selvine Mathias, Saara Asif, et al. · International Conference on Agents and Artificial Intelligence (ICAART) · 3
Addressing the Complexity of AI Integration in Manufacturing: A Morphological Analysis
2024 · Leonid Koval, Muhammad Uzair Akmal, et al. · IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) · 2
Ontology based knowledge graph for information and knowledge management in factory planning
2023 · Simon Knollmeyer, Björn Mroß, et al. · IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) · 2
Hybrid Retrieval for Retrieval Augmented Generation in the German Language Production Domain
2025 · Simon Knollmeyer, Sebastian Pfaff, et al. · Journal of Advances in Information Technology · 1
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Pattern Identifications in Transformed Acoustic Signals Using Classification Models
2024 · Selvine G. Mathias, Muhammad Uzair Akmal, et al. · Procedia CIRP · 1
KI-gestütztes Wissensmanagement in der Fertigungsplanung
2026 · Knollmeyer, Simon · Repositorium der Technischen Hochschule Ingolstadt
Enhancing Process Planning in the Automotive Industry: Extracting Procedural Knowledge from Assembly Operation Descriptions using Large Language Models
2026 · Thomas Mayr, Simon Knollmeyer, et al. · Procedia CIRP
Enhancing Process Planning in the Automotive Industry: Extracting Procedural Knowledge from Assembly Operation Descriptions using Large Language Models
2026 · Mayr, Thomas, Knollmeyer, Simon, et al. · Fraunhofer-Publica (Fraunhofer-Gesellschaft)
Hybrid Transfer-Learning with Custom Centering (TLCC) Framework for Industrial Images Clustering
2026 · Selvine G. Mathias, Saara Asif, et al. · Lecture notes in computer science
Optuna-Guided Hyperparameter Tuning for Ensemble-Based Deep Learning Model Selection in Histopathology Image Classification
2026 · Saara Asif, Selvine G. Mathias, et al. · Lecture notes in networks and systems
Handling Anonymized Non-numerical Features in Data Using Transformations for Regression Models
2025 · Selvine G. Mathias, Muhammad Uzair Akmal, et al. · IFIP advances in information and communication technology
Optimizing AI-Driven Production in Industry 4.0: A Morphological Box and Taxonomy Approach
2025 · Leonid Koval, Muhammad Uzair Akmal, et al. · International Conference on Computer Technology Applications (ICCTA)
Layered Data-Centric AI to Streamline Data Quality Practices for Enhanced Automation
2025 · Muhammad Uzair Akmal, Saara Asif, et al. · Lecture notes in computer science
Humanizing AI: A Human-Centered Architecture to Developing Trustworthy Intelligent Systems
2025 · Muhammad Uzair Akmal, Selvine George Mathias, et al. · SSRN Electronic Journal
A Conceptual Framework for Addressing Class Imbalance in Image Data: Challenges and Strategies
2024 · Saara Asif, Muhammad Uzair Akmal, et al. · IEEE International Conference on Intelligent Systems
Works count: 21
Citation count: 131
H-index: 5
I10-index: 2
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