| 2026 | CogSIMA | Integrating Situation Awareness into Intelligent Recommender Systems. | Luca Aliberti, Giuseppe D'Aniello, Matteo Gaeta, Davide Perfetto, Dirk Sffker |
| 2025 | CogSIMA | Performing Best: Organizing Suitable Human-AI Teaming for Improved Performance - An Experimental Study on Human Recognition Processes Under Time Pressure. | Olena Shyshova, Audrey Kamdoum Mayouche, Mithilesh Seesunkur, Dirk Sffker |
| 2025 | CogSIMA | Improved Situation Awareness with User Intention-Based Lane Change Assistant. | Foghor Tanshi, Dirk Sffker |
| 2025 | ETFA | Bumpless Transfer Control Strategy for Event-Based Cloud Control System. | Alvin Immanuel Surjana, Elmar Ahle, Dirk Sffker |
| 2024 | CogSIMA | Preparation Times: An Experimental-Based Discussion About Limits for Takeover in Highly Automated Systems. | Olena Shyshova, Pooja Gadhavi, Matthias Tenzer, Dirk Sffker |
| 2024 | FUSION | Incorporating Navigation Context into Inland Vessel Trajectory Prediction: A Gaussian Mixture Model and Transformer Approach. | Kathrin Donandt, Dirk Sffker |
| 2023 | ETFA | Development of a Modular Automation Framework for Data-Driven Modeling and Optimization of Coating Formulations. | Dominik Polke, Alvin Surjana, Florian Diepers, Elmar Ahle, Dirk Sffker |
| 2023 | SMC | Quantification of Reliable Detection Range Using Lidar-Based Object Detection Approaches and Varying Process Parameters. | Waldemar Boschmann, Dirk Sffker |
| 2023 | SMC | Spatial and Social Situation-Aware Transformer-Based Trajectory Prediction of Autonomous Systems. | Kathrin Donandt, Dirk Sffker |
| 2022 | CogSIMA | Effect of environmental and eye-tracking information: An Artificial Neural Network-based state machine approach for human driver intention recognition. | Ruth David, Dirk Sffker |
| 2021 | CogSIMA | Human reliability estimation based on fuzzy logic-modified CREAM approach. | Chao He, Yuan Yao Lum, Kar Yen Lee, Dirk Sffker |
| 2020 | CogSIMA | Online intention recognition applied to real simulated driving maneuvers. | Qi Deng, Maryam Saleh, Foghor Tanshi, Dirk Sffker |
| 2020 | CogSIMA | Human online reliability estimation applied to real driving maneuvers. | Chao He, Foghor Tanshi, Dirk Sffker |
| 2019 | CogSIMA | Modeling Drivers' Takeover Behavior Depending on the Criticality of Driving Situations and the Complexity of Secondary Tasks. | Foghor Tanshi, Dirk Sffker |
| 2017 | CogSIMA | Online learning for an individualized lane-change situation recognition system applied to driving assistance. | Arezoo Sarkheyli-Hgele, Dirk Sffker |
| 2016 | CogSIMA | Feature selection for situation recognition in Fuzzy SOM-based Case-based Reasoning. | Arezoo Sarkheyli, Dirk Sffker |
| 2016 | FUSION | Comparison of different information fusion methods using ensemble selection considering Benchmark data. | Sandra Rothe, Dirk Sffker |
| 2016 | SMC | Strictly Formalized Situation-Operator-Modeling technique for fall-back layer modeling for autonomous or semi-autonomous systems requiring software-based fail-safe behavior. | Georg Hgele, Dirk Sffker |
| 2016 | SMC | Fall-back layer concept for autonomous or semi-autonomous systems and processes: Requirements, concepts, and first tests. | Georg Hgele, Dirk Sffker |
| 2016 | SMC | Automatic selection of relevant features using Rough Set Theory for real-time situation recognition based on fuzzy SOM-based CBR. | Arezoo Sarkheyli, Dirk Sffker |
| 2016 | SMC | Improving driving efficiency for hybrid electric vehicle with suitable interface. | Jiao Wang, Dirk Sffker |
| 2014 | CSCWD | Modeling for cooperation and coordination within structured and complex situations like unknown emergency situations. | Dirk Sffker, Olga Muthig, Xingguang Fu |
| 2014 | SMC | Towards a driver supervision and assistance system: intention detecting and option providing. | Jiao Wang, Dirk Sffker |
| 2013 | CogSIMA | User assistance by situational, task- and model-based process information filtering in interactive, semi-automated human-automation systems. | Marcel Langer, Dirk Sffker |
| 2013 | CSCWD | Toward a modeling of human-centered, rule-based cooperative teamwork. | Xingguang Fu, Marcel Langer, Dirk Sffker |
| 2012 | CSCWD | Modeling of cooperative Human-Machine-Human Systems based on Game Theory. | Dirk Sffker, Marcel Langer, Andreas Hasselberg, Gregor Flesch |
| 2012 | ICARCV | Variable gain control of elastic crane using vision sensor data. | Mustafa Turki Hussein, Dirk Sffker |
| 2012 | IROS | Towards learning of safety knowledge from human demonstrations. | Philipp Ertle, Michel Tokic, Richard Cubek, Holger Voos, Dirk Sffker |
| 2012 | SMC | Toward a human-centered intelligent supervision and assistance for complex technical systems. | Xingguang Fu, Dirk Sffker |
| 2012 | SMC | Situation-based process guiding and supervision assistance system for semi-automated manufacturing processes. | Marcel Langer, Dirk Sffker |
| 2011 | CSCWD | Concept for SOM-based computer supported cooperative work. | Xingguang Fu, Dirk Sffker |
| 2010 | SMC | Action planning for autonomous systems with respect to safety aspects. | Philipp Ertle, Dennis Gamrad, Holger Voos, Dirk Sffker |
| 2010 | SMC | Learning from conflicts in real world environments for the realization of Cognitive Technical Systems. | Dennis Gamrad, Dirk Sffker |
| 2009 | SMC | Reduction of Complexity for the Analysis of Human-Machine-Interaction. | Dennis Gamrad, Dirk Sffker |
| 2009 | SMC | Simulation of Learning and Planning by a Novel Architecture for Cognitive Technical Systems. | Dennis Gamrad, Dirk Sffker |
| 2007 | SMC | Supervision of open systems using a situation-operator-modeling approach and higher petri net formalisms. | Dennis Gamrad, Hendrik Oberheid, Dirk Sffker |
| 2007 | SMC | Designing for cooperation - mechanisms and procedures for air-ground integrated arrival management. | Hendrik Oberheid, Dirk Sffker |
| 2006 | SMC | A Cognitive-Oriented Architecture to Realize Autonomous Behavior - Part I: Theoretical Background. | Elmar Ahle, Dirk Sffker |
| 2006 | SMC | A Cognitive-Oriented Architecture to Realize Autonomous Behavior - Part II: Application to Mobile Robotics. | Elmar Ahle, Dirk Sffker |
| 2005 | SMC | A concept for a cognitive-oriented approach to build autonomous systems. | Elmar Ahle, Dirk Sffker |
| 2004 | SMC | Learning from interaction with the environment using a situation-operator calculus with application to mobile robots. | Elmar Ahle, Dirk Sffker |
| 2001 | SMC | Modeling of the knowledge-based 'intelligent system'-environment interaction: description application to human-machine interaction and system-theoretic aspects leading to a new type of autonomous systems. | Dirk Sffker |