Leonid Koval

13 papers C 3Misc 1Journal 3Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
Handling Anonymized Non-numerical Features in Data Using Transformations for Regression Models.
AIAI (3)
Selvine G. Mathias, Muhammad Uzair Akmal, Saara Asif, Simon Knollmeyer, Leonid Koval, Daniel Grossmann
2025 — conf
Industrial Image Grouping Through Pre-Trained CNN Encoder-Based Feature Extraction and Sub-Clustering.
ICAART (2)
Selvine G. Mathias, Saara Asif, Muhammad Uzair Akmal, Simon Knollmeyer, Leonid Koval, Daniel Grossmann
2024 — conf
A Conceptual Framework for Addressing Class Imbalance in Image Data: Challenges and Strategies.
IS
Saara Asif, Muhammad Uzair Akmal, Leonid Koval, Selvine G. Mathias, Simon Knollmeyer, Daniel Grossmann
2024 C conf
Addressing the Complexity of AI Integration in Manufacturing: A Morphological Analysis.
ETFA
Leonid Koval, Muhammad Uzair Akmal, Saara Asif, Selvine G. Mathias, Simon Knollmeyer, Daniel Grossmann
2024 J jnl
Automatized End Mill Wear Inspection Using a Novel Illumination Unit and Convolutional Neural Network.
IEEE Access
Mühenad Bilal, Ranadheer Podishetti, Leonid Koval, Mahmoud A. Gaafar, Daniel Grossmann, Markus Bregulla
2024 — conf
Benchmarking of Retrieval Augmented Generation: A Comprehensive Systematic Literature Review on Evaluation Dimensions, Evaluation Metrics and Datasets.
KMIS
Simon Knollmeyer, Oguz Caymazer, Leonid Koval, Muhammad Uzair Akmal, Saara Asif, Selvine G. Mathias, Daniel Großmann
2024 C conf
Document Knowledge Graph to Enhance Question Answering with Retrieval Augmented Generation.
ETFA
Simon Knollmeyer, Muhammad Uzair Akmal, Leonid Koval, Saara Asif, Selvine G. Mathias, Daniel Großmann
2024 Misc conf
Layered Data-Centric AI to Streamline Data Quality Practices for Enhanced Automation.
AIMSA
Muhammad Uzair Akmal, Saara Asif, Leonid Koval, Selvine G. Mathias, Simon Knollmeyer, Daniel Grossmann
2024 C conf
Supervised Anomaly Detection for Production Line Images using Data Augmentation and Convolutional Neural Network.
ETFA
Saara Asif, Muhammad Uzair Akmal, Leonid Koval, Simon Knollmeyer, Selvine G. Mathias, Daniel Grossmann
2024 J jnl
The Effect of Annotation Quality on Wear Semantic Segmentation by CNN.
Sensors
Mühenad Bilal, Ranadheer Podishetti, Leonid Koval, Mahmoud A. Gaafar, Daniel Grossmann, Markus Bregulla
2024 J jnl
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
Leonid Koval, Simon Knollmeyer, Selvine G. Mathias, Saara Asif, Muhammad Uzair Akmal, Daniel Grossmann, Markus Bregulla
2022 — conf
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)
Mühenad Bilal, Sunil Kancharana, Christian Mayer, Daniel Pfaller, Leonid Koval, Markus Bregulla, Rafal Cupek, Adam Ziebinski
2021 — conf
An Analysis of Convolutional Neural Network Models for Classifying Machine Tools.
ICCCI (CCIS Volume)
Leonid Koval, Daniel Pfaller, Mühenad Bilal, Markus Bregulla, Rafal Cupek