Author:Dirk Söffker

Publications
Comparison of different hyperparameter optimization methods on driving behavior recognition Ruth David and Dirk Söffker In:Proceedings of Conference on Cognitive and Computational Aspects of Situation Management 2023
A modified Hidden Markov Model (HMM)-based state machine model for driving behavior recognition: Effectiveness of features using different sub-HMMs Ruth David and Dirk Söffker In:Proceedings of Conference on Cognitive and Computational Aspects of Situation Management 2023
Situated and sequential planning and prediction of human driving behavior as decision making support system Abderahman Bejaoui and Dirk Söffker In:Proceedings of Conference on Cognitive and Computational Aspects of Situation Management 2023

Keyphrases

Advanced Driving Assistance Systems², Bayesian optimization, decision-making support system, Driving behavior recognition², feature selection, Genetic Algorithm, Hidden Markov Model, neural network, Situated behavior planning and prediction, Situation-Operator-Modeling, state machine, state machines, Sub-Hidden Markov Model, Supervision of Human-Machine-interaction, Vehicle systems.