Daniel Grossmann

26 papers B 1C 10Misc 1Journal 7Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Benchmarking CNN Architectures for Tool Classification: Evaluating CNN Performance on a Unique Dataset Generated by Novel Image Acquisition System.
IEEE Access
Mühenad Bilal, Ranadheer Podishetti, Daniel Grossmann, Markus Bregulla
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 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
2023 C conf
Half&Half: Intra-Flow Load Balancing and High Availability for Edge Cloud-enabled Manufacturing.
ETFA
Thomas Kampa, Daniel Grossmann
2023 C conf
High Availability for virtualized Programmable Logic Controllers with Hard Real-Time Requirements on Cloud Infrastructures.
INDIN
Thomas Kampa, Amer El-Ankah, Daniel Grossmann
2022 J jnl
Use Cases of Data Reduction to Time Series Data in Sensor Monitoring.
J. Ubiquitous Syst. Pervasive Networks
Selvine G. Mathias, Daniel Grossmann
2021 J jnl
A framework for monitoring multiple databases in industries using OPC UA.
J. Ambient Intell. Humaniz. Comput.
Selvine G. Mathias, Sebastian Schmied, Daniel Grossmann
2021 — conf
Efficacy of Statistical Formulations on Acoustic Emission Signals for Tool Wear Predictions.
IN4PL
Selvine G. Mathias, Daniel Grossmann
2021 — conf
Exploring Distance Based Approaches for Reducing Sensor Data in Defect Related Prognosis.
ANT/EDI40
Selvine G. Mathias, Daniel Grossmann, Tapanta Bhanja
2021 J jnl
Integration of Manufacturing Information via Dynamic Information Model Aggregation.
Vietnam. J. Comput. Sci.
Sebastian Schmied, Daniel Grossmann, Selvine G. Mathias, Ralph Klaus Müller
2021 C conf
Investigations on Numerical Techniques for Detecting Variations in Acoustic Emissions.
IECON
Selvine G. Mathias, Mathew John Mancha, Daniel Grossmann, Bernd Kujat, Kay Schiebold
2020 C conf
A Compliance Testing Structure for Implementation of Industry Standards through OPC UA.
ETFA
Selvine G. Mathias, Sebastian Schmied, Daniel Grossmann, Ralph Klaus Müller, Björn Mroß
2020 — conf
An Investigation on Database Connections in OPC UA Applications.
ANT/EDI40
Selvine G. Mathias, Sebastian Schmied, Daniel Grossmann
2020 B conf
Monitoring of Discrete Electrical Signals from Welding Processes using Data Mining and IIoT Approaches.
ICTAI
Selvine G. Mathias, Sebastian Schmied, Daniel Grossmann
2019 C conf
A systematic top-down information modelling approach for workshop-type manufacturing systems.
ETFA
Sebastian Schmied, Daniel Grossmann, Bastian Denk
2017 C conf
Analysis of OPC unified architecture for healthcare applications.
ETFA
Jorge Miranda, Jorge Cabral, Suprateek Banerjee, Daniel Grossmann, Christian Fischer Pedersen, Stefan Rahr Wagner
2016 C conf
An Electronic Device Description Language based approach for communication with dbms and file system in an industrial automation scenario.
ETFA
Suprateek Banerjee, Daniel Grossmann
2014 C conf
OPC UA server aggregation - The foundation for an internet of portals.
ETFA
Daniel Grossmann, Markus Bregulla, Suprateek Banerjee, Dirk Schulz, Roland Braun
2014 — —
Offene Integrationsplattform für das Feldgeräte-Management (Open Integration Platform for Device Management)
Daniel Grossmann