Evgeny Kusmenko

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 29

Top Topics

Reference Models

Software Testing

Machine Learning

Top Venues

MoDELS (Companion)

MoDELS (Workshops)

Publications

Tristan Höfer, Mattis Hoppe, Evgeny Kusmenko, Bernhard Rumpe
MontiSim: Agent-Based Simulation for Reinforcement Learning of Autonomous Driving. ITSC (2023)
Vincent Bertram, Hendrik Kausch, Evgeny Kusmenko, Haron Nqiri, Bernhard Rumpe, Constantin Venhoff
Leveraging Natural Language Processing for a Consistency Checking Toolchain of Automotive Requirements. RE (2023)
Jörg Christian Kirchhof, Evgeny Kusmenko, Jonas Ritz, Bernhard Rumpe, Armin Moin, Atta Badii, Stephan Günnemann, Moharram Challenger
MDE for Machine Learning-Enabled Software Systems: A Case Study and Comparison of MontiAnna & ML-Quadrat. CoRR (2022)
Jörg Christian Kirchhof, Evgeny Kusmenko, Jonas Ritz, Bernhard Rumpe, Armin Moin, Atta Badii, Stephan Günnemann, Moharram Challenger
MDE for machine learning-enabled software systems: a case study and comparison of MontiAnna & ML-Quadrat. MoDELS (Companion) (2022)
Evgeny Kusmenko, Maximilian Münker, Matthias Nadenau, Bernhard Rumpe
A Model-Driven Generative Self Play-Based Toolchain for Developing Games and Players. GPCE (2022)
Nils Baumann, Evgeny Kusmenko, Jonas Ritz, Bernhard Rumpe, Moritz Benedikt Weber
Dynamic data management for continuous retraining. MoDELS (Companion) (2022)
Evgeny Kusmenko
Model-Driven Development Methodology and DomainSpecific Languages for the Design of Artificial Intelligence in Cyber-Physical Systems. Softwaretechnik-Trends 42 (2) (2022)
Vincent Bertram, Miriam Boß, Evgeny Kusmenko, Imke Helene Nachmann, Bernhard Rumpe, Danilo Trotta, Louis Wachtmeister
Technical Report on Neural Language Models and Few-Shot Learning for Systematic Requirements Processing in MDSE. CoRR (2022)
Mattis Hoppe, Jörg Christian Kirchhof, Evgeny Kusmenko, Chan Yong Lee, Bernhard Rumpe
Agent-Based Autonomous Vehicle Simulation with Hardware Emulation in the Loop. IV (2022)
Vincent Bertram, Miriam Boß, Evgeny Kusmenko, Imke Helene Nachmann, Bernhard Rumpe, Danilo Trotta, Louis Wachtmeister
Neural Language Models and Few Shot Learning for Systematic Requirements Processing in MDSE. SLE (2022)
Malte Heithoff, Evgeny Kusmenko, Bernhard Rumpe
Synchronous Execution Semantics for Component & Connector Models. MoDELS (Companion) (2021)
Abdallah Atouani, Jörg Christian Kirchhof, Evgeny Kusmenko, Bernhard Rumpe
Artifact and reference models for generative machine learning frameworks and build systems. GPCE (2021)
Nicola Gatto, Evgeny Kusmenko, Bernhard Rumpe
Modeling Deep Reinforcement Learning Based Architectures for Cyber-Physical Systems. MoDELS (Companion) (2019)
Alexander David Hellwig, Stefan Kriebel, Evgeny Kusmenko, Bernhard Rumpe
Component-based Integration of Interconnected Vehicle Architectures. IV (2019)
Evgeny Kusmenko, Sebastian Nickels, Svetlana Pavlitskaya, Bernhard Rumpe, Thomas Timmermanns
Modeling and Training of Neural Processing Systems. MoDELS (2019)
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
SMArDT modeling for automotive software testing. Softw. Pract. Exp. 49 (2) (2019)
Nils Kaminski, Evgeny Kusmenko, Bernhard Rumpe
Modeling Dynamic Architectures of Self-Adaptive Cooperative Systems. J. Object Technol. 18 (2) (2019)
Evgeny Kusmenko, Svetlana Pavlitskaya, Bernhard Rumpe, Sebastian Stüber
On the Engineering of AI-Powered Systems. ASE Workshops (2019)
Jörg Christian Kirchhof, Evgeny Kusmenko, Jean Meurice, Bernhard Rumpe
Simulation of Model Execution for Embedded Systems. MoDELS (Companion) (2019)
Stefan Kriebel, Evgeny Kusmenko, Bernhard Rumpe, Igor Shumeiko
Learning Error Patterns from Diagnosis Trouble Codes. IV (2019)
Jörg Christian Kirchhof, Evgeny Kusmenko, Bernhard Rumpe, Hengwen Zhang
Simulation as a Service for Cooperative Vehicles. MoDELS (Companion) (2019)
Evgeny Kusmenko, Jean-Marc Ronck, Bernhard Rumpe, Michael von Wenckstern
EmbeddedMontiArc: Textual modeling alternative to Simulink (Tool Demonstration). MoDELS (Workshops) (2018)
Christian Frohn, Petyo Ilov, Stefan Kriebel, Evgeny Kusmenko, Bernhard Rumpe, Alexander Ryndin
Distributed Simulation of Cooperatively Interacting Vehicles. ITSC (2018)
Steffen Hillemacher, Stefan Kriebel, Evgeny Kusmenko, Mike Lorang, Bernhard Rumpe, Albi Sema, Georg Strobl, Michael von Wenckstern
Model-Based Development of Self-Adaptive Autonomous Vehicles using the SMARDT Methodology. MODELSWARD (2018)
Evgeny Kusmenko, Igor Shumeiko, Bernhard Rumpe, Michael von Wenckstern
Fast Simulation Preorder Algorithm. MODELSWARD (2018)
Evgeny Kusmenko, Bernhard Rumpe, Sascha Schneiders, Michael von Wenckstern
Highly-Optimizing and Multi-Target Compiler for Embedded System Models: C++ Compiler Toolchain for the Component and Connector Language EmbeddedMontiArc. MoDELS (2018)
Evgeny Kusmenko, Bernhard Rumpe, Ievgen Strepkov, Michael von Wenckstern
Teaching Playground for C&C Language EmbeddedMontiArc. MoDELS (Workshops) (2018)
Filippo Grazioli, Evgeny Kusmenko, Alexander Roth, Bernhard Rumpe, Michael von Wenckstern
Simulation Framework for Executing Component and Connector Models of Self-Driving Vehicles. MoDELS (Satellite Events) (2017)
Evgeny Kusmenko, Alexander Roth, Bernhard Rumpe, Michael von Wenckstern
Modeling Architectures of Cyber-Physical Systems. ECMFA (2017)