Michal Töpfer

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 10

Top Topics

Adaptive Systems

Data Driven Approaches

Top Venues

Int. J. Softw. Tools Technol. Transf.

Publications

Michal Töpfer, Frantisek Plásil, Tomás Bures, Petr Hnetynka, Martin Krulis, Danny Weyns
Online ML Self-adaptation in Face of Traps. ACSOS (2023)
Petr Hnetynka, Martin Krulis, Michal Töpfer, Tomás Bures
Modeling Machine Learning Concerns in Collective Adaptive Systems. MODELSWARD (2023)
Michal Töpfer, Frantisek Plásil, Tomás Bures, Petr Hnetynka, Martin Krulis, Danny Weyns
Online ML Self-adaptation in Face of Traps. CoRR (2023)
Michal Töpfer, Milad Abdullah, Tomás Bures, Petr Hnetynka, Martin Krulis
Ensemble-based modeling abstractions for modern self-optimizing systems. CoRR (2023)
Michal Töpfer, Milad Abdullah, Tomás Bures, Petr Hnetynka, Martin Krulis
Machine-learning abstractions for component-based self-optimizing systems. Int. J. Softw. Tools Technol. Transf. 25 (5) (2023)
Michal Töpfer, Milad Abdullah, Tomás Bures, Petr Hnetynka, Martin Krulis
Ensemble-Based Modeling Abstractions for Modern Self-optimizing Systems. ISoLA (3) (2022)
Milad Abdullah, Michal Töpfer, Tomás Bures, Petr Hnetynka, Martin Krulis, Frantisek Plásil
Introducing Estimators - Abstraction for Easy ML Employment in Self-adaptive Architectures. ECSA (Tracks and Workshops) (2022)
Michal Töpfer, Milad Abdullah, Martin Krulis, Tomás Bures, Petr Hnetynka
ML-DEECo: a Machine-Learning-Enabled Framework for Self-organizing Components. ACSOS-C (2022)
David Sosvald, Michal Töpfer, Jan Holan, Vojtech Cerný, Jakub Gemrot
Super Mario A-Star Agent Revisited. ICTAI (2021)
Lubomír Bulej, Tomás Bures, Petr Hnetynka, Václav Camra, Petr Siegl, Michal Töpfer
IVIS: Highly customizable framework for visualization and processing of IoT data. SEAA (2020)