Simone Camberg, M.Sc.

Research Focus

Simone is an external research assistant to the KIML group. She is interested in solving multi-class classification problems in the field of driver monitoring systems.

Publications

• Simone Dari, Eyke Hüllermeier (2020)
  Reliable Driver Gaze Classification based on Conformal Prediction
  30. Workshop Computational Intelligence, 26. – 27. November 2020, Berlin, Germany
• Simone Dari, Nico Epple, Valentin Protschky (2020)
  Unsupervised blink detection and driver drowsiness metrics on naturalistic driving data
  2020 IEEE 23rd International Conference on Intelligent Transportation
• Nico Epple, Simone Dari, Andreas Riener (2020)
  Probabilistic Time-To-Collision: Correlation of Driver Gaze and Surrounding Objects
  2020 IEEE 92nd Vehicular Technology Conference (VTC2020-Fall), 1-6
• Simone Dari, Nikolay Kadrileev, Eyke Hüllermeier (2020)
  A Neural Network-Based Driver Gaze Classification System with Vehicle Signals
  2020 International Joint Conference on Neural Networks (IJCNN), 19-24 July 2020, Glasgow, UK
• Nico Epple, Simone Dari, Ludwig Drees, Valentin Protschky, Andreas Riener (2019)
  Influence of cruise control on driver guidance-a comparison between system generations and countries
  2019 IEEE Intelligent Vehicles Symposium (IV), 614-619