selected publications academic article Open-World Learning for Traffic Scenarios Categorisation. IEEE transactions on intelligent vehicles. 8:3506-3521. 2023 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