Scientific contributions and publications from KI Wissen are listed below:
Dominik Grundt, Sorin Liviu Jurj: Verification of Sigmoidal Artificial Neural Networks using iSAT. Präsentiert auf dem 7th International Workshop on Symbolic-Numeric Methods for Reasoning about CPS and IoT.
Gesina Schwalbe, Bettina Finzel: XAI Method Properties: A (Meta-)study. In: Data Mining and Knowledge Discovery, Special Issue on Explainable and Interpretable Machine Learning and Data Mining.
- Sorin Liviu Jurj, Dominik Grundt, Tino Werner, Philipp Borchers, Eike Möhlmann: Increasing the Safety of Adaptive Cruise Control using Physics-guided Reinforcement Learning. In: Energies, Special Issue "Advances in Automated Driving Systems". https://doi.org/10.3390/en14227572
- Gesina Schwalbe: Concept Embedding Analysis: A Review. In: Artificial Intelligence Review, März 2022.
- Daniel Bogdoll, Moritz Nekolla, Tim Joseph, J. Marius Zöllner: Quantification of Actual Road User Behavior on the Basis of Given Traffic Rules. In: 33rd IEEE Intelligent Vehicles Symposium, 05.-09.06.2022.
- Jörg Reichardt: Trajectories as Markov States for Long Term Traffic Scene Prediction. UniDAS FAS Workshop, 09.05.2022.