M.Sc. in Mechanical Engineering/Mechatronics, Faculty of Engineering, University of Duisburg-Essen, Germany
B.Sc. in Transportation, School of Automotive Engineering, Harbin Institute of Technology, China
Veröffentlichungen / Publications
Tanshi, F.; Deng, Q.; Söffker, D.: Design of a lane change maneuver assistance system based on individualized online driver intention recognition: first steps. 1st IEEE International Conference on Human-Machine Systems, 2020, Rome, Italy, 2020, submitted.
Deng, Q.; Saleh, M.; Tanshi, F.; Söffker, D.: Online Intention Recognition Applied to Real Simulated Driving Maneuvers. IEEE Conference on Cognitive and Computational Aspects of Situation Management (CogSIMA 2020), British Columbia, Canada, 2020, submitted.
Deng, Q.; Wang, J.; Hillebrand, K.; Benjamin, C.R.; Söffker, D.: Prediction performance of lane changing behaviors: a study of combining environmental and eye-tracking data in a driving simulator. IEEE Transactions on Intelligent Transportation Systems (ITS), 2019, accepted.
Ameyaw, D. A.; Deng, Q.; Söffker, D.: Probability of Detection (POD)-based metric for evaluation of Classifiers used in Driving Behavior Prediction. Proceedings of the Annual Conference of the PHM Society, 11(1) , Scottsdale, Arizona, USA, September 21-26, 2019.
Deng, Q.; Söffker, D.: Multi-Level HMMs-based Cognitive modeling for Human Driving Intentions Recognition. 2019 KS Workshop, Duisburg, Germany, März 26-28, 2019.
Deng, Q.; Söffker, D.: Modeling and Prediction of Human Behaviors based on Driving Data using Multi-Layer HMMs. IEEE Transactions on Intelligent Transportation Systems Conference (ITSC 2019), Auckland, New Zealand, 2019, accepted.
Deng, Q.; Söffker, D.: Classifying Human Behaviors: Improving Training of Conventional Algorithms. IEEE Transactions on Intelligent Transportation Systems Conference (ITSC 2019), Auckland, New Zealand, 2019, accepted.
Deng, Q.; Wang, J.; Söffker, D.: Prediction of human driver behaviors based on an improved HMM approach. 2018 IEEE Intelligent Vehicles Symposium, Changshu, Suzhou, China, 2018, pp. 2066-2071.