Scholar
Fredrik Heintz
Google Scholar ID: -KCWO_IAAAAJ
Professor of Computer Science, Linköping University
Artificial intelligence
Trustworthy AI
autonomous systems
multi agent systems
computational thinking
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Citations & Impact
All-time
Citations
4,919
H-index
27
i10-index
56
Publications
20
Co-authors
26
list available
Contact
Email
fredrik.heintz@liu.se
Publications
8 items
Multi UAVs Preflight Planning in a Shared and Dynamic Airspace
2026
Cited
0
International AI Safety Report 2025: Second Key Update: Technical Safeguards and Risk Management
2025
Cited
0
International AI Safety Report 2025: First Key Update: Capabilities and Risk Implications
2025
Cited
0
Learning Temporal Saliency for Time Series Forecasting with Cross-Scale Attention
2025
Cited
0
Enhancing Time Series Forecasting with Fuzzy Attention-Integrated Transformers
2025
Cited
0
Integrating Quantum-Classical Attention in Patch Transformers for Enhanced Time Series Forecasting
2025
Cited
0
International AI Safety Report
2025
Cited
0
LMS-AutoTSF: Learnable Multi-Scale Decomposition and Integrated Autocorrelation for Time Series Forecasting
2024
Cited
0
Resume (English only)
Research Experience
Coordinator of TAILOR, the H2020-ICT-48 Network of AI Research Excellence Centers for Trustworthy AI
Director of the Wallenberg AI and Transformative Technologies Education Development Program (WASP-ED)
Director of the Graduate School for the Wallenberg AI, Autonomous Systems and Software Program (WASP), overseeing over 120 PhD students
President of the Swedish AI Society (SAIS)
Member of the European Commission High-Level Expert Group on AI
Local Arrangements Chair for IJCAI-ECAI-18 in Stockholm
Background
Professor of Computer Science at Linköping University, Sweden
Leads the Reasoning and Learning lab within the Division of Artificial Intelligence and Integrated Systems (AIICS)
Research focuses on Trustworthy AI, autonomous systems, stream reasoning, and the intersection of knowledge representation and machine learning
Actively involved in promoting computer science and computational thinking in both university and primary/secondary education
Designed and established the 5-year engineering program in computer science and software engineering (Civilingenjör Mjukvaruteknik)
Co-authors
26 total
Co-author 1
Co-author 2
Co-author 3
Co-author 4
Co-author 5
Co-author 6
Co-author 7
Oliver Obst
Associate Professor in Data Science, Western Sydney University