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ORCIDSelvine G. Mathias
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2020 – today
- 2024
[j6]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)- [c16]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 - [c15]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 - [c14]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 - [c13]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
- [j5]Selvine G. Mathias, Daniel Grossmann:
Use Cases of Data Reduction to Time Series Data in Sensor Monitoring. J. Ubiquitous Syst. Pervasive Networks 16(2): 87-92 (2022) - 2021
- [j4]Sebastian Schmied, Selvine G. Mathias, Daniel Großmann, Ralph Klaus Müller, Ulrich Jumar:
Information modelling with focus on existing manufacturing systems. Annu. Rev. Control. 51: 392-400 (2021) - [j3]Selvine G. Mathias, Sebastian Schmied, Daniel Grossmann:
A framework for monitoring multiple databases in industries using OPC UA. J. Ambient Intell. Humaniz. Comput. 12(1): 47-56 (2021) - [j2]Sebastian Schmied, Daniel Grossmann, Selvine G. Mathias, Ralph Klaus Müller:
Integration of Manufacturing Information via Dynamic Information Model Aggregation. Vietnam. J. Comput. Sci. 8(2): 245-262 (2021) - [c12]Selvine G. Mathias, Daniel Grossmann, Tapanta Bhanja:
Exploring Distance Based Approaches for Reducing Sensor Data in Defect Related Prognosis. ANT/EDI40 2021: 614-621 - [c11]Ralph Klaus Müller, Daniel Großmann, Sebastian Schmied, Selvine G. Mathias:
Architecture of a Model in the Middle approach for virtual commissioning and integration of production entities. ETFA 2021: 1-4 - [c10]Sebastian Schmied, Daniel Großmann, Selvine G. Mathias, Ralph Klaus Müller:
A concept towards the evolution and versioning of aggregated information models. ETFA 2021: 1-4 - [c9]Selvine G. Mathias, Mathew John Mancha, Daniel Grossmann, Bernd Kujat, Kay Schiebold:
Investigations on Numerical Techniques for Detecting Variations in Acoustic Emissions. IECON 2021: 1-6 - [c8]Selvine G. Mathias, Daniel Grossmann:
Efficacy of Statistical Formulations on Acoustic Emission Signals for Tool Wear Predictions. IN4PL 2021: 108-115 - 2020
- [j1]Sebastian Schmied, Daniel Großmann, Ralph Klaus Müller, Selvine G. Mathias, Ulrich Jumar:
Erstellung und Management von Informationsmodellen für bestehende Produktionssysteme. Autom. 68(5): 325-336 (2020) - [c7]Sebastian Schmied, Daniel Großmann, Selvine G. Mathias, Suprateek Banerjee:
Vertical Integration via Dynamic Aggregation of Information in OPC UA. ACIIDS (Companion) 2020: 204-215 - [c6]Selvine G. Mathias, Sebastian Schmied, Daniel Grossmann:
An Investigation on Database Connections in OPC UA Applications. ANT/EDI40 2020: 602-609 - [c5]Selvine G. Mathias, Sebastian Schmied, Daniel Grossmann, Ralph Klaus Müller, Björn Mroß:
A Compliance Testing Structure for Implementation of Industry Standards through OPC UA. ETFA 2020: 1091-1094 - [c4]Sebastian Schmied, Daniel Großmann, Selvine G. Mathias, Ralph Klaus Müller:
An approach for aggregation and historicization of production entities in the graph. ETFA 2020: 1107-1110 - [c3]Ralph Klaus Müller, Daniel Großmann, Sebastian Schmied, Selvine G. Mathias:
Validation of dynamic interoperability and virtual commissioning of production equipment in early development stages. ETFA 2020: 1159-1162 - [c2]Sebastian Schmied, Daniel Großmann, Selvine G. Mathias, Ralph Klaus Müller:
An approach for an industrial information model management. ICPS 2020: 402-405 - [c1]Selvine G. Mathias, Sebastian Schmied, Daniel Grossmann:
Monitoring of Discrete Electrical Signals from Welding Processes using Data Mining and IIoT Approaches. ICTAI 2020: 911-916
Coauthor Index
aka: Daniel Großmann
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