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2020 – today
- 2024
[j3]Leonid Koval
, Simon Knollmeyer, Selvine G. Mathias, Saara Asif, Muhammad Uzair Akmal, Daniel Grossmann, Markus Bregulla:
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 12: 80266-80282 (2024)- [j2]Mühenad Bilal, Ranadheer Podishetti, Leonid Koval, Mahmoud A. Gaafar, Daniel Grossmann, Markus Bregulla:
Automatized End Mill Wear Inspection Using a Novel Illumination Unit and Convolutional Neural Network. IEEE Access 12: 124282-124297 (2024) - [j1]Mühenad Bilal, Ranadheer Podishetti, Leonid Koval, Mahmoud A. Gaafar, Daniel Grossmann, Markus Bregulla:
The Effect of Annotation Quality on Wear Semantic Segmentation by CNN. Sensors 24(15): 4777 (2024) - [c6]Saara Asif, Muhammad Uzair Akmal, Leonid Koval, Simon Knollmeyer, Selvine G. Mathias, Daniel Grossmann:
Supervised Anomaly Detection for Production Line Images using Data Augmentation and Convolutional Neural Network. ETFA 2024: 1-8 - [c5]Simon Knollmeyer, Muhammad Uzair Akmal, Leonid Koval, Saara Asif, Selvine G. Mathias, Daniel Großamann:
Document Knowledge Graph to Enhance Question Answering with Retrieval Augmented Generation. ETFA 2024: 1-4 - [c4]Leonid Koval, Muhammad Uzair Akmal, Saara Asif, Selvine G. Mathias, Simon Knollmeyer, Daniel Grossmann:
Addressing the Complexity of AI Integration in Manufacturing: A Morphological Analysis. ETFA 2024: 1-8 - [c3]Saara Asif, Muhammad Uzair Akmal, Leonid Koval, Selvine G. Mathias, Simon Knollmeyer, Daniel Grossmann:
A Conceptual Framework for Addressing Class Imbalance in Image Data: Challenges and Strategies. IS 2024: 1-9 - 2022
- [c2]Mühenad Bilal, Sunil Kancharana, Christian Mayer, Daniel Pfaller, Leonid Koval, Markus Bregulla, Rafal Cupek, Adam Ziebinski:
High Resolution Mask R-CNN-based Damage Detection on Titanium Nitride Coated Milling Tools for Condition Monitoring by using a New Illumination Technique. VISIGRAPP (5: VISAPP) 2022: 305-314 - 2021
- [c1]Leonid Koval, Daniel Pfaller, Mühenad Bilal, Markus Bregulla, Rafal Cupek:
An Analysis of Convolutional Neural Network Models for Classifying Machine Tools. ICCCI (CCIS Volume) 2021: 461-473
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