Selvine G. Mathias

26 papers B 1C 9Misc 1Journal 6Unranked 9
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 — 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
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 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 C conf
A concept towards the evolution and versioning of aggregated information models.
ETFA
Sebastian Schmied, Daniel Großmann, Selvine G. Mathias, Ralph Klaus Müller
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 C conf
Architecture of a Model in the Middle approach for virtual commissioning and integration of production entities.
ETFA
Ralph Klaus Müller, Daniel Großmann, Sebastian Schmied, Selvine G. Mathias
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
Information modelling with focus on existing manufacturing systems.
Annu. Rev. Control.
Sebastian Schmied, Selvine G. Mathias, Daniel Großmann, Ralph Klaus Müller, Ulrich Jumar
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 C conf
An approach for aggregation and historicization of production entities in the graph.
ETFA
Sebastian Schmied, Daniel Großmann, Selvine G. Mathias, Ralph Klaus Müller
2020 — conf
An approach for an industrial information model management.
ICPS
Sebastian Schmied, Daniel Großmann, Selvine G. Mathias, Ralph Klaus Müller
2020 J jnl
Erstellung und Management von Informationsmodellen für bestehende Produktionssysteme.
Autom.
Sebastian Schmied, Daniel Großmann, Ralph Klaus Müller, Selvine G. Mathias, Ulrich Jumar
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
2020 C conf
Validation of dynamic interoperability and virtual commissioning of production equipment in early development stages.
ETFA
Ralph Klaus Müller, Daniel Großmann, Sebastian Schmied, Selvine G. Mathias
2020 — conf
Vertical Integration via Dynamic Aggregation of Information in OPC UA.
ACIIDS (Companion)
Sebastian Schmied, Daniel Großmann, Selvine G. Mathias, Suprateek Banerjee