Evgeny Kusmenko

According to our database, Evgeny Kusmenko authored at least 29 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Leveraging Natural Language Processing for a Consistency Checking Toolchain of Automotive Requirements.

Vincent Bertram, Hendrik Kausch, Evgeny Kusmenko, Haron Nqiri, Bernhard Rumpe, Constantin Venhoff

Proceedings of the 31st IEEE International Requirements Engineering Conference, 2023

MontiSim: Agent-Based Simulation for Reinforcement Learning of Autonomous Driving.

Tristan Höfer, Mattis Hoppe, Evgeny Kusmenko, Bernhard Rumpe

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

2022

Model-Driven Development Methodology and DomainSpecific Languages for the Design of Artificial Intelligence in Cyber-Physical Systems.

Evgeny Kusmenko

Softwaretechnik-Trends, 2022

Technical Report on Neural Language Models and Few-Shot Learning for Systematic Requirements Processing in MDSE.

Vincent Bertram, Miriam Boß, Evgeny Kusmenko, Imke Helene Nachmann, Bernhard Rumpe, Danilo Trotta, Louis Wachtmeister

CoRR, 2022

Neural Language Models and Few Shot Learning for Systematic Requirements Processing in MDSE.

Vincent Bertram, Miriam Boß, Evgeny Kusmenko, Imke Helene Nachmann, Bernhard Rumpe, Danilo Trotta, Louis Wachtmeister

Proceedings of the 15th ACM SIGPLAN International Conference on Software Language Engineering, 2022

MDE for machine learning-enabled software systems: a case study and comparison of MontiAnna & ML-Quadrat.

Jörg Christian Kirchhof, Evgeny Kusmenko, Jonas Ritz, Bernhard Rumpe, Armin Moin, Atta Badii, Stephan Günnemann, Moharram Challenger

Proceedings of the 25th International Conference on Model Driven Engineering Languages and Systems: Companion Proceedings, 2022

Dynamic data management for continuous retraining.

Nils Baumann, Evgeny Kusmenko, Jonas Ritz, Bernhard Rumpe, Moritz Benedikt Weber

Proceedings of the 25th International Conference on Model Driven Engineering Languages and Systems: Companion Proceedings, 2022

Agent-Based Autonomous Vehicle Simulation with Hardware Emulation in the Loop.

Mattis Hoppe, Jörg Christian Kirchhof, Evgeny Kusmenko, Chan Yong Lee, Bernhard Rumpe

Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022

A Model-Driven Generative Self Play-Based Toolchain for Developing Games and Players.

Evgeny Kusmenko, Maximilian Münker, Matthias Nadenau, Bernhard Rumpe

Proceedings of the 21st ACM SIGPLAN International Conference on Generative Programming: Concepts and Experiences, 2022

2021

Model-Driven Development Methodology and Domain-Specific Languages for the Design of Artificial Intelligence in Cyber-Physical Systems.

Evgeny Kusmenko

PhD thesis, 2021

Synchronous Execution Semantics for Component & Connector Models.

Malte Heithoff, Evgeny Kusmenko, Bernhard Rumpe

Proceedings of the ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion, 2021

Artifact and reference models for generative machine learning frameworks and build systems.

Abdallah Atouani, Jörg Christian Kirchhof, Evgeny Kusmenko, Bernhard Rumpe

Proceedings of the GPCE '21: Concepts and Experiences, Chicago, IL, USA, October 17, 2021

2019

SMArDT modeling for automotive software testing.

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

Softw. Pract. Exp., 2019

Modeling Dynamic Architectures of Self-Adaptive Cooperative Systems.

Nils Kaminski, Evgeny Kusmenko, Bernhard Rumpe

J. Object Technol., 2019

Modeling and Training of Neural Processing Systems.

Evgeny Kusmenko, Sebastian Nickels, Svetlana Pavlitskaya, Bernhard Rumpe, Thomas Timmermanns

Proceedings of the 22nd ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, 2019

Simulation as a Service for Cooperative Vehicles.

Jörg Christian Kirchhof, Evgeny Kusmenko, Bernhard Rumpe, Hengwen Zhang

Proceedings of the 22nd ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion, 2019

Simulation of Model Execution for Embedded Systems.

Jörg Christian Kirchhof, Evgeny Kusmenko, Jean Meurice, Bernhard Rumpe

Proceedings of the 22nd ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion, 2019

Modeling Deep Reinforcement Learning Based Architectures for Cyber-Physical Systems.

Nicola Gatto, Evgeny Kusmenko, Bernhard Rumpe

Proceedings of the 22nd ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion, 2019

On the Engineering of AI-Powered Systems.

Evgeny Kusmenko, Svetlana Pavlitskaya, Bernhard Rumpe, Sebastian Stüber

Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering Workshops, 2019

Learning Error Patterns from Diagnosis Trouble Codes.

Stefan Kriebel, Evgeny Kusmenko, Bernhard Rumpe, Igor Shumeiko

Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Component-based Integration of Interconnected Vehicle Architectures.

Alexander David Hellwig, Stefan Kriebel, Evgeny Kusmenko, Bernhard Rumpe

Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

2018

Fast Simulation Preorder Algorithm.

Evgeny Kusmenko, Igor Shumeiko, Bernhard Rumpe, Michael von Wenckstern

Proceedings of the 6th International Conference on Model-Driven Engineering and Software Development, 2018

Model-Based Development of Self-Adaptive Autonomous Vehicles using the SMARDT Methodology.

Steffen Hillemacher, Stefan Kriebel, Evgeny Kusmenko, Mike Lorang, Bernhard Rumpe, Albi Sema, Georg Strobl, Michael von Wenckstern

Proceedings of the 6th International Conference on Model-Driven Engineering and Software Development, 2018

Teaching Playground for C&C Language EmbeddedMontiArc.

Evgeny Kusmenko, Bernhard Rumpe, Ievgen Strepkov, Michael von Wenckstern

Proceedings of MODELS 2018 Workshops: ModComp, 2018

Highly-Optimizing and Multi-Target Compiler for Embedded System Models: C++ Compiler Toolchain for the Component and Connector Language EmbeddedMontiArc.

Evgeny Kusmenko, Bernhard Rumpe, Sascha Schneiders, Michael von Wenckstern

Proceedings of the 21th ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, 2018

EmbeddedMontiArc: Textual modeling alternative to Simulink (Tool Demonstration).

Evgeny Kusmenko, Jean-Marc Ronck, Bernhard Rumpe, Michael von Wenckstern

Proceedings of MODELS 2018 Workshops: ModComp, 2018

Distributed Simulation of Cooperatively Interacting Vehicles.

Christian Frohn, Petyo Ilov, Stefan Kriebel, Evgeny Kusmenko, Bernhard Rumpe, Alexander Ryndin

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

2017

Simulation Framework for Executing Component and Connector Models of Self-Driving Vehicles.

Filippo Grazioli, Evgeny Kusmenko, Alexander Roth, Bernhard Rumpe, Michael von Wenckstern

Proceedings of MODELS 2017 Satellite Event: Workshops (ModComp, 2017

Modeling Architectures of Cyber-Physical Systems.

Evgeny Kusmenko, Alexander Roth, Bernhard Rumpe, Michael von Wenckstern

Proceedings of the Modelling Foundations and Applications - 13th European Conference, 2017