Projects
Publications
- Unsupervised Learning and Process Analysis for Sensor Data Validation in the IIoT
- Positioning LLM-Enabled Agents as Legal Compliance Aides for Data Pipelines
- Sustainable LLM Inference for Edge AI: Evaluating Quantized LLMs for Energy Efficiency, Output Accuracy, and Inference Latency Read the publication
- Detecting Technical Debt in Source Code Changes Using Large Language Models
- 3D-DaVa: Enhancing 3D Point Cloud Data Reliability for Industrial Applications Read the publication
- Data Quality as a Service Framework for AI-Enabled Industrial Internet of Things
- Engineering Carbon Emission-aware Machine Learning Pipelines Read the publication
- Edge-based Data Profiling and Repair as a Service for IoT Read the publication
- Automated Behavior Labeling for IIoT Data Read the publication
- REPTILE: a Tool for Replay-driven Continual Learning in IIoT Read the publication
Other
- LexAlign: Automated Compliance Verification with AI and Regulatory Decision Trees Creators
- Toward Sustainable AI Hardware: Addressing Environmental Impacts Across the Lifecycle
- Grønn KI for kreative prosseser
- When AI Meets IT-OT Integration: Motivations, Challenges, and Applications
- 24 People to Follow in 2024 for Responsible Artificial Intelligence in Norway
- Editorial: Special Issue on Software Engineering and AI for Data Quality
- Towards Community-Driven Generative AI
- Trusting the Digital Pulse: Enhancing Sensor Reliability in the Age of Industry 4.0
- Hvordan gjøre maskinlæring forklarbar?
- Proceedings of the 2nd International Workshop on Software Engineering and AI for Data Quality in Cyber-Physical Systems/Internet of Things (SEA4DQ 2022)