SENSE
Semantics-based Explanation of Cyber-physical Systems
Publications
2024
- Majlinda Llugiqi, Fajar J. Ekaputra, Marta Sabou. “Leveraging Knowledge Graphs for Enhancing Machine Learning-based Heart Disease Prediction.” AIRoV 2024.
- Juliana Kainz, Alfred Einfalt, Gerhard Engelbrecht, Albin Frischenschlager, Christian Wolloner. “Application of Operating Envelopes to increase hosting capacity for smart charging facilities in urban distribution grids.” CIRED WS2024.
- Tobias Schwarzinger, Gernot Steindl, Thomas Frühwirth, Konrad Diwold. “Semi-Automated Event Specification for Knowledge-Based Event Detection.” ETFA 2024. [ACCEPTED]
- Katrin Schreiberhuber. “Semantics-enabled System Transparency: Towards User-centered Explanations in Cyber-physical Systems.” ISWC 2024 (DC). [ACCEPTED]
- Katrin Schreiberhuber, Fajar Ekaputra, Marta Sabou, Daniel Hauer, Konrad Diwold, Thomas Frühwirth, Gernot Steindl, Tobias Schwarzinger. “Event Explanations in Cyber-Physical Systems – A Causal Exploration Algorithm.” DACH+ Energy Informatics. [ACCEPTED]
- Majlinda Llugiqi, Fajar Ekaputra, Marta Sabou. “Enhancing Machine Learning Predictions through Knowledge Graph Embeddings.” NESY 2024. [ACCEPTED]
2023
- Katrin Schreiberhuber, Marta Sabou, Fajar J. Ekaputra, Peter Knees, Peb Ruswono Aryan, Alfred Einfalt, Ralf Mosshammer. “Causality Prediction with Neural-Symbolic Systems: A Case Study in Smart Grids.” NESY 2023.
- Matthias Bittner, Daniel Hauer, Christian Stippel, Katharina Scheucher, Robin Sudhoff, Axel Jantsch. “Forecasting Critical Overloads Based on Heterogeneous Smart Grid Simulation.” ICMLA 2023.