| 2023 | AAAI | Safety Assurance with Ensemble-based Uncertainty Estimation and overlapping alternative Predictions in Reinforcement Learning. | Dirk Eilers, Simon Burton, Felippe Schmoeller da Roza, Karsten Roscher |
| 2021 | IJCAI | Domain Shifts in Reinforcement Learning: Identifying Disturbances in Environments. | Tom Haider, Felippe Schmoeller Roza, Dirk Eilers, Karsten Roscher, Stephan Gnnemann |
| 2014 | HPCC | Energy Consumption Estimation of Software Components Based on Program Flowcharts. | Patrick Heinrich, Hannes Bergler, Dirk Eilers |
| 2011 | SAC | An approach for providing dependable self-adaptation in distributed embedded systems. | Marc Zeller, Gereon Weiss, Dirk Eilers, Rudi Knorr |
| 2011 | TrustCom | Autonomous Parameter and Schedule Configuration for TDMA-Based Communication Protocols Such as FlexRay. | Patrick Heinrich, Dirk Eilers, Rudi Knorr, Markus Kniger, Bernd Niehoff |
| 2010 | EUC | Co-Simulation of Self-Adaptive Automotive Embedded Systems. | Marc Zeller, Gereon Weiss, Dirk Eilers, Rudi Knorr |
| 2009 | ATC | Towards Self-organization in Automotive Embedded Systems. | Gereon Weiss, Marc Zeller, Dirk Eilers, Rudi Knorr |
| 2009 | KI | Fault Detection in Discrete Event Based Distributed Systems by Forecasting Message Sequences with Neural Networks. | Falk Langer, Dirk Eilers, Rudi Knorr |
| 2004 | FCCM | Buffer Schemes for Runtime Reconfiguration of Function Variants in Communication Systems. | Dirk Eilers, Helmut Steckenbiller, Andreas Herkersdorf |
| 2000 | PDPTA | Implementation of an AAL for High Bit Rate Real-Time Data Transmission System over ATM Networks Using a RSE CODEC. | Dirk Eilers, Alfred Voglgsang, Arnold Plankl, Gerri Krner, Helmut Steckenbiller, Rudi Knorr |
| 2000 | RSP | A Prototype of an AAL for High Bit Rate Real-Time Data Transmission System over ATM Networks Using a RSE CODEC. | Dirk Eilers, Alfred Voglgsang, Arnold Plankl, Gerri Krner, Helmut Steckenbiller, Rudi Knorr |