Evgeny Kusmenko

30 papers A 3B 4C 5Journal 5Unranked 12
YearRankTypeTitle / Venue / Authors
2023 A conf
Leveraging Natural Language Processing for a Consistency Checking Toolchain of Automotive Requirements.
RE
Vincent Bertram, Hendrik Kausch, Evgeny Kusmenko, Haron Nqiri, Bernhard Rumpe, Constantin Venhoff
2023 — conf
MontiSim: Agent-Based Simulation for Reinforcement Learning of Autonomous Driving.
ITSC
Tristan Höfer, Mattis Hoppe, Evgeny Kusmenko, Bernhard Rumpe
2022 B conf
A Model-Driven Generative Self Play-Based Toolchain for Developing Games and Players.
GPCE
Evgeny Kusmenko, Maximilian Münker, Matthias Nadenau, Bernhard Rumpe
2022 C conf
Agent-Based Autonomous Vehicle Simulation with Hardware Emulation in the Loop.
IV
Mattis Hoppe, Jörg Christian Kirchhof, Evgeny Kusmenko, Chan Yong Lee, Bernhard Rumpe
2022 — conf
Dynamic data management for continuous retraining.
MoDELS (Companion)
Nils Baumann, Evgeny Kusmenko, Jonas Ritz, Bernhard Rumpe, Moritz Benedikt Weber
2022 J jnl
MDE for Machine Learning-Enabled Software Systems: A Case Study and Comparison of MontiAnna & ML-Quadrat.
CoRR
Jörg Christian Kirchhof, Evgeny Kusmenko, Jonas Ritz, Bernhard Rumpe, Armin Moin, Atta Badii, Stephan Günnemann, Moharram Challenger
2022 — conf
MDE for machine learning-enabled software systems: a case study and comparison of MontiAnna & ML-Quadrat.
MoDELS (Companion)
Jörg Christian Kirchhof, Evgeny Kusmenko, Jonas Ritz, Bernhard Rumpe, Armin Moin, Atta Badii, Stephan Günnemann, Moharram Challenger
2022 J jnl
Model-Driven Development Methodology and DomainSpecific Languages for the Design of Artificial Intelligence in Cyber-Physical Systems.
Softwaretechnik-Trends
Evgeny Kusmenko
2022 B conf
Neural Language Models and Few Shot Learning for Systematic Requirements Processing in MDSE.
SLE
Vincent Bertram, Miriam Boß, Evgeny Kusmenko, Imke Helene Nachmann, Bernhard Rumpe, Danilo Trotta, Louis Wachtmeister
2022 J jnl
Technical Report on Neural Language Models and Few-Shot Learning for Systematic Requirements Processing in MDSE.
CoRR
Vincent Bertram, Miriam Boß, Evgeny Kusmenko, Imke Helene Nachmann, Bernhard Rumpe, Danilo Trotta, Louis Wachtmeister
2021 B conf
Artifact and reference models for generative machine learning frameworks and build systems.
GPCE
Abdallah Atouani, Jörg Christian Kirchhof, Evgeny Kusmenko, Bernhard Rumpe
2021 — —
Model-Driven Development Methodology and Domain-Specific Languages for the Design of Artificial Intelligence in Cyber-Physical Systems.
Evgeny Kusmenko
2021 — conf
Synchronous Execution Semantics for Component & Connector Models.
MoDELS (Companion)
Malte Heithoff, Evgeny Kusmenko, Bernhard Rumpe
2019 C conf
Component-based Integration of Interconnected Vehicle Architectures.
IV
Alexander David Hellwig, Stefan Kriebel, Evgeny Kusmenko, Bernhard Rumpe
2019 C conf
Learning Error Patterns from Diagnosis Trouble Codes.
IV
Stefan Kriebel, Evgeny Kusmenko, Bernhard Rumpe, Igor Shumeiko
2019 — conf
Modeling Deep Reinforcement Learning Based Architectures for Cyber-Physical Systems.
MoDELS (Companion)
Nicola Gatto, Evgeny Kusmenko, Bernhard Rumpe
2019 J jnl
Modeling Dynamic Architectures of Self-Adaptive Cooperative Systems.
J. Object Technol.
Nils Kaminski, Evgeny Kusmenko, Bernhard Rumpe
2019 A conf
Modeling and Training of Neural Processing Systems.
MoDELS
Evgeny Kusmenko, Sebastian Nickels, Svetlana Pavlitskaya, Bernhard Rumpe, Thomas Timmermanns
2019 — conf
On the Engineering of AI-Powered Systems.
ASE Workshops
Evgeny Kusmenko, Svetlana Pavlitskaya, Bernhard Rumpe, Sebastian Stüber
2019 J jnl
SMArDT modeling for automotive software testing.
Softw. Pract. Exp.
Imke Drave, Steffen Hillemacher, Timo Greifenberg, Stefan Kriebel, Evgeny Kusmenko, Matthias Markthaler, Philipp Orth, Karin Samira Salman, Johannes Richenhagen, Bernhard Rumpe, Christoph Schulze, Michael von Wenckstern, Andreas Wortmann
2019 — conf
Simulation as a Service for Cooperative Vehicles.
MoDELS (Companion)
Jörg Christian Kirchhof, Evgeny Kusmenko, Bernhard Rumpe, Hengwen Zhang
2019 — conf
Simulation of Model Execution for Embedded Systems.
MoDELS (Companion)
Jörg Christian Kirchhof, Evgeny Kusmenko, Jean Meurice, Bernhard Rumpe
2018 — conf
Distributed Simulation of Cooperatively Interacting Vehicles.
ITSC
Christian Frohn, Petyo Ilov, Stefan Kriebel, Evgeny Kusmenko, Bernhard Rumpe, Alexander Ryndin
2018 — conf
EmbeddedMontiArc: Textual modeling alternative to Simulink (Tool Demonstration).
MoDELS (Workshops)
Evgeny Kusmenko, Jean-Marc Ronck, Bernhard Rumpe, Michael von Wenckstern
2018 C conf
Fast Simulation Preorder Algorithm.
MODELSWARD
Evgeny Kusmenko, Igor Shumeiko, Bernhard Rumpe, Michael von Wenckstern
2018 A conf
Highly-Optimizing and Multi-Target Compiler for Embedded System Models: C++ Compiler Toolchain for the Component and Connector Language EmbeddedMontiArc.
MoDELS
Evgeny Kusmenko, Bernhard Rumpe, Sascha Schneiders, Michael von Wenckstern
2018 C conf
Model-Based Development of Self-Adaptive Autonomous Vehicles using the SMARDT Methodology.
MODELSWARD
Steffen Hillemacher, Stefan Kriebel, Evgeny Kusmenko, Mike Lorang, Bernhard Rumpe, Albi Sema, Georg Strobl, Michael von Wenckstern
2018 — conf
Teaching Playground for C&C Language EmbeddedMontiArc.
MoDELS (Workshops)
Evgeny Kusmenko, Bernhard Rumpe, Ievgen Strepkov, Michael von Wenckstern
2017 B conf
Modeling Architectures of Cyber-Physical Systems.
ECMFA
Evgeny Kusmenko, Alexander Roth, Bernhard Rumpe, Michael von Wenckstern
2017 — conf
Simulation Framework for Executing Component and Connector Models of Self-Driving Vehicles.
MoDELS (Satellite Events)
Filippo Grazioli, Evgeny Kusmenko, Alexander Roth, Bernhard Rumpe, Michael von Wenckstern