selected publications

• academic article

  • Encouraging Validatable Features in Machine Learning-Based Highly Automated Driving Functions.  IEEE transactions on intelligent vehicles.  8:1837-1851. 2023
  • Novelty Detection and Analysis of Traffic Scenario Infrastructures in the Latent Space of a Vision Transformer-Based Triplet Autoencoder..  IV.  1304-1311. 2021

• conference paper

  • Interpretable Early Prediction of Lane Changes Using a Constrained Neural Network Architecture.  . 2021
  • Novelty Detection and Analysis of Traffic Scenario Infrastructures in the Latent Space of a Vision Transformer-Based Triplet Autoencoder.  . 2021