Fredrik Heintz

Fredrik Heintz is a professor at Linköping University's Department of Computer and Information Science within the Faculty of Science & Engineering. His research bridges artificial intelligence, education, and healthcare, focusing on AI literacy, synthetic data generation, and autonomous systems.

• Key affiliations: Linköping University (Faculty of Science & Engineering, Department of Computer and Information Science)

Research Interests: Heintz's work spans multiple domains:

• Developing frameworks for AI literacy in K-12 education
• Creating fair synthetic healthcare data using GANs and bias-transforming techniques
• Advancing autonomous 3D exploration algorithms for dynamic environments
• Benchmarking tools for fairness, utility, and explainability in AI models
• Stream reasoning for real-time data analytics and knowledge extraction
• Evaluating ethical implications of AI in teacher education

Scientific Contributions: His publications highlight collaborations with international researchers and significant grants from the Swedish Research Council, Knut and Alice Wallenberg Foundation, and VINNOVA. Notable projects include TransFusion for time-series generation, Bt-GAN for fair healthcare data, and DAEP for dynamic exploration planning.

• Funded by Wallenberg AI, Autonomous Systems and Software Program (WASP)
• ELLIIT Excellence Center at Linköping-Lund
• Mistra Geopolitics research program