Oliver Gallitz

According to our database, Oliver Gallitz authored at least 5 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Validation of Machine Learning Algorithms by Design with Applications for Automated Driving.

Oliver Gallitz

PhD thesis, 2023

2021

Interpretable Early Prediction of Lane Changes Using a Constrained Neural Network Architecture.

Oliver Gallitz, Oliver De Candido, Michael Botsch, Wolfgang Utschick

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

2020

Towards Feature Validation in Time to Lane Change Classification using Deep Neural Networks.

Oliver De Candido, Michael Koller, Oliver Gallitz, Ron Melz, Michael Botsch, Wolfgang Utschick

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Interpretable Machine Learning Structure for an Early Prediction of Lane Changes.

Oliver Gallitz, Oliver De Candido, Michael Botsch, Ron Melz, Wolfgang Utschick

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020

2019

Interpretable Feature Generation using Deep Neural Networks and its Application to Lane Change Detection.

Oliver Gallitz, Oliver De Candido, Michael Botsch, Wolfgang Utschick

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019