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Dirk Söffker
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Publications
- 2022
- [j27]Daniel Adofo Ameyaw, Qi Deng, Dirk Söffker:
Evaluating Machine Learning-Based Classification Approaches: A New Method for Comparing Classifiers Applied to Human Driver Prediction Intentions. IEEE Access 10: 62429-62439 (2022) - [j25]Qi Deng, Dirk Söffker:
A Review of HMM-Based Approaches of Driving Behaviors Recognition and Prediction. IEEE Trans. Intell. Veh. 7(1): 21-31 (2022) - 2021
- [c65]Chao He, Yuan Yao Lum, Kar Yen Lee, Dirk Söffker:
Human reliability estimation based on fuzzy logic-modified CREAM approach. CogSIMA 2021: 45-50 - [c64]Chao He, Dirk Söffker:
Human reliability analysis in situated driving context considering human experience using a fuzzy-based clustering approach. ICHMS 2021: 1-6 - 2020
- [j21]Qi Deng, Jiao Wang, Kevin Hillebrand, Christoper Ragenold Benjamin, Dirk Söffker:
Prediction Performance of Lane Changing Behaviors: A Study of Combining Environmental and Eye-Tracking Data in a Driving Simulator. IEEE Trans. Intell. Transp. Syst. 21(8): 3561-3570 (2020) - [c62]Qi Deng, Maryam Saleh, Foghor Tanshi, Dirk Söffker:
Online intention recognition applied to real simulated driving maneuvers. CogSIMA 2020: 1-6 - [c61]Chao He, Foghor Tanshi, Dirk Söffker:
Human online reliability estimation applied to real driving maneuvers. CogSIMA 2020: 149-154 - [c57]Chao He, Dirk Söffker:
Establishing a modified CREAM approach for reliability evaluation. ICHMS 2020: 1-6 - 2019
- [j17]Jiao Wang, Dirk Söffker:
Bridging Gaps Among Human, Assisted, and Automated Driving With DVIs: A Conceptional Experimental Study. IEEE Trans. Intell. Transp. Syst. 20(6): 2096-2108 (2019) - [c56]Foghor Tanshi, Dirk Söffker:
Modeling Drivers' Takeover Behavior Depending on the Criticality of Driving Situations and the Complexity of Secondary Tasks. CogSIMA 2019: 67-73 - [c54]Qi Deng, Dirk Söffker:
Classifying Human Behaviors: Improving Training of Conventional Algorithms. ITSC 2019: 1060-1065 - [c53]Qi Deng, Dirk Söffker:
Modeling and Prediction of Human Behaviors based on Driving Data using Multi-Layer HMMs. ITSC 2019: 2014-2019 - [c52]Foghor Tanshi, Dirk Söffker:
Modeling of takeover variables with respect to driver situation awareness and workload for intelligent driver assistance. IV 2019: 1667-1672 - 2018
- [c50]Qi Deng, Dirk Söffker:
Improved Driving Behaviors Prediction Based on Fuzzy Logic-Hidden Markov Model (FL-HMM). Intelligent Vehicles Symposium 2018: 2003-2008 - [c49]Qi Deng, Jiao Wang, Dirk Söffker:
Prediction of human driver behaviors based on an improved HMM approach. Intelligent Vehicles Symposium 2018: 2066-2071 - 2016
- [c37]Jiao Wang, Dirk Söffker:
Improving driving efficiency for hybrid electric vehicle with suitable interface. SMC 2016: 928-933 - 2015
- [j9]Andreas Hasselberg, Dirk Söffker:
Petri-Net-Based Modeling of Human Operator's Planning for the Evaluation of Task Performance Using the Example of Air Traffic Control. IEEE Trans. Hum. Mach. Syst. 45(6): 676-685 (2015) - 2014
- [c33]Dirk Söffker, Olga Muthig, Xingguang Fu:
Modeling for cooperation and coordination within structured and complex situations like unknown emergency situations. CSCWD 2014: 146-152 - [c32]Jiao Wang, Dirk Söffker:
Towards a driver supervision and assistance system: intention detecting and option providing. SMC 2014: 3966-3971 - 2013
- [c31]Marcel Langer, Dirk Söffker:
User assistance by situational, task- and model-based process information filtering in interactive, semi-automated human-automation systems. CogSIMA 2013: 106-113 - [c30]Xingguang Fu, Marcel Langer, Dirk Söffker:
Toward a modeling of human-centered, rule-based cooperative teamwork. CSCWD 2013: 471-476 - [c29]Dirk Söffker, Jiao Wang, Sandra Schiffer, Matthias Marx, Xingguang Fu:
Know Your Options - Interfacing Consequences and Forecasted Performance Analysis: A Concept for the Novel Type of Information System KYO-ICPA. IFAC HMS 2013: 218-225 - [c28]Andreas Hasselberg, Dirk Söffker:
A Human Cognitive Performance Measure Based on Available Options for Adaptive Aiding. IFAC HMS 2013: 442-449 - 2012
- [j6]Dirk Söffker, Xingguang Fu, Andreas Hasselberg, Marcel Langer:
Modeling of Complex Human-Process Interaction as Framework for Assistance and Supervisory Control of Technical Processes. Int. J. Inf. Technol. Web Eng. 7(1): 46-66 (2012) - [c27]Dirk Söffker, Marcel Langer, Andreas Hasselberg, Gregor Flesch:
Modeling of cooperative Human-Machine-Human Systems based on Game Theory. CSCWD 2012: 274-281 - [c22]Marcel Langer, Dirk Söffker:
Situation-based process guiding and supervision assistance system for semi-automated manufacturing processes. SMC 2012: 820-825 - [c21]Xingguang Fu, Dirk Söffker:
Toward a human-centered intelligent supervision and assistance for complex technical systems. SMC 2012: 1536-1541 - 2011
- [c19]Xingguang Fu, Dirk Söffker:
Concept for SOM-based computer supported cooperative work. CSCWD 2011: 261-267 - 2010
- [j4]Dirk Söffker, Markus Özbek, Matthias Marx:
Powermanagement eines hybridelektrischen Antriebs - Auslegung, Optimierung und Leistungsregelung (Powermanagement of a Hybrid Electric Powertrain - Design Aspects, Optimization Targets and Power Flow Control). Autom. 58(10): 580-589 (2010) - [c18]Xingguang Fu, Dirk Söffker:
System theoretic modeling of human interaction with respect to rule-based driving interactions. IFAC HMS 2010: 99-104
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