Adapting Ontology-based Data Access for Data Spaces
Authors: Medina Andresel, Veronika Siska1, Robert David, Sven Schlarb and Axel Weißenfeld
Presented at the 2nd International Workshop on Semantics in Dataspaces, May 2024, Crete (Greece). Read more
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MOXAI – Manufacturing Optimization through Model-Agnostic Explainable AI and Data-Driven Process TuningAuthors: Clemens Heistracher, Anahid Wachsenegger, Axel Weißenfeld, and Pedro Casas
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Raising the Role of Vocabulary Hubs for Semantic Data Interoperability in Dataspaces
Authors: Robert David, Petar Ivanov, Vladimir Alexiev
Presented at the 3rd Workshop on Semantic Interoperability in data spaces, Oct 1st, 2024. Read more
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Proactive Fault Detection in Wind Turbine Generators using SCADA Measurements
Authors: A. Weissenfeld, J. Vanerio, A. Wachsenegger, A. Graser, A. Garos, S. Visvardi, A. Ntafalias, P. Casas
Presented at 15th Prognostics and System Health Management Conference (PHM 2025) in June in Bruges, Belgium. Event
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Predictive Maintenance for Wind Turbines: Leveraging Sensor Data with Traditional and Novel Machine Learning Techniques
Authors: Juan Vanerio, Pedro Casas, Axel Weissenfel
Accepted at 6th Interdisciplinary Data Science Conference. Event
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Six-Month Monitoring Dataset from a 10-Turbine Onshore Wind Farm in Greece (SMD10TOWFGR)
Authors: Aristotelis Ntafalias , Axel Weissenfeld, Sofia Visvardi, Sotiris Tsakanikas, Panagiotis Papadopoulos (SMIEEE)
Published in: IEEE Data Descriptions (Volume: 2)
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Semantically-Enabled Data Spaces for Intelligent Data Asset Discovery
Authors: Nakos, Harry; Dalamagas, Theodore; Sartzetakis, Stelios; Kapetanas, Nikos; Pla Karidi, Danae; Stavrakas, Yannis
21st International Conference on Semantic Systems (SEMANTiCS 25), Vienna, 3-5 September 2025
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Semantic Representation Challenges in AAS, ECLASS and SAMM
Authors: Vladimir Alexiev, Ken Wenzel, Hossein Rimaz
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Semantic Problems in Dataspaces
Author: Vladimir Alexiev
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Semantic Metadata Interoperability for data discovery and analytics in the UNDERPIN Data Space
Authors: Vladimir Alexiev, Petar Ivanov
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Federated Vocabulary Hubs as a Foundation for Semantic Layers in Data Spaces
Authors: Robert David, Vladimir Alexiev, Petar Ivanov, Wouter van den Berg,  Jan Pieter Wijbenga and Michiel Stornebrink
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Using LLM to Generate In-Depth Column Descriptors in the UNDERPIN Manufacturing/Maintenance Dataspace
Author: Vladimir Alexiev
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Explainable AI for Industrial Predictive Maintenance in the UNDERPIN Manufacturing Dataspace
Authors: Nikos Kapetanas, Axel Weissenfeld2, Harry Nakos1, Yannis Stavrakas1, Stelios Sartzetakis, Vasilis Gkolemis and Theodore Dalamagas
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