Model-based testing IoT communication via active automata learning M Tappler, BK Aichernig, R Bloem
2017 IEEE International Conference on Software Testing, Verification and …, 2017
121 2017 AALpy: An Active Automata Learning Library E Muškardin, BK Aichernig, I Pill, A Pferscher, M Tappler
International Symposium on Automated Technology for Verification and …, 2021
62 2021 Model learning and model-based testing BK Aichernig, W Mostowski, MR Mousavi, M Tappler, M Taromirad
Machine Learning for Dynamic Software Analysis: Potentials and Limits …, 2018
60 2018 Time to Learn–Learning Timed Automata from Tests M Tappler, BK Aichernig, KG Larsen, F Lorber
International Conference on Formal Modeling and Analysis of Timed Systems …, 2019
40 2019 From passive to active: learning timed automata efficiently BK Aichernig, A Pferscher, M Tappler
NASA Formal Methods: 12th International Symposium, NFM 2020, Moffett Field …, 2020
35 2020 M Tappler, BK Aichernig, G Bacci, M Eichlseder, KG Larsen
Formal Methods–The Next 30 Years: Third World Congress, FM 2019, Porto …, 2019
33 2019 DEPENDABLE INTERNET OF THINGS FOR NETWORKED CARS B Großwindhager, A Rupp, M Tappler, M Tranninger, S Weiser, ...
International Journal of Computing 16 (4), 226-237, 2017
28 2017 Learning a behavior model of hybrid systems through combining model-based testing and machine learning BK Aichernig, R Bloem, M Ebrahimi, M Horn, F Pernkopf, W Roth, A Rupp, ...
Testing Software and Systems: 31st IFIP WG 6.1 International Conference …, 2019
26 2019 Adaptive shielding under uncertainty S Pranger, B Könighofer, M Tappler, M Deixelberger, N Jansen, R Bloem
2021 American Control Conference (ACC), 3467-3474, 2021
24 2021 Efficient active automata learning via mutation testing BK Aichernig, M Tappler
Journal of Automated Reasoning 63 (4), 1103-1134, 2019
22 2019 L*-Based Learning of Markov Decision Processes (Extended Version) M Tappler, BK Aichernig, G Bacci, M Eichlseder, KG Larsen
Formal Aspects of Computing, 2021
21 2021 Search-Based Testing of Reinforcement Learning M Tappler, FC Córdoba, BK Aichernig, B Könighofer
arXiv preprint arXiv:2205.04887, 2022
19 2022 Online shielding for stochastic systems B Könighofer, J Rudolf, A Palmisano, M Tappler, R Bloem
NASA Formal Methods: 13th International Symposium, NFM 2021, Virtual Event …, 2021
19 2021 Probabilistic black-box reachability checking (extended version) BK Aichernig, M Tappler
Formal methods in system design 54 (3), 416-448, 2019
19 2019 Learning from Faults: Mutation Testing in Active Automata Learning BK Aichernig, M Tappler
NASA Formal Methods Symposium, 19-34, 2017
19 2017 Online shielding for reinforcement learning B Könighofer, J Rudolf, A Palmisano, M Tappler, R Bloem
Innovations in Systems and Software Engineering 19 (4), 379-394, 2023
16 2023 Active model learning of stochastic reactive systems M Tappler, E Muškardin, BK Aichernig, I Pill
Software Engineering and Formal Methods: 19th International Conference, SEFM …, 2021
15 2021 Symbolic input-output conformance checking for model-based mutation testing BK Aichernig, M Tappler
Electronic Notes in Theoretical Computer Science 320, 3-19, 2016
14 2016 Learning Finite State Models from Recurrent Neural Networks E Muˇskardin, M Tappler
Integrated Formal Methods: 17th International Conference, IFM 2022, Lugano …, 0
14 * Timed Automata Learning via SMT Solving M Tappler, BK Aichernig, F Lorber
NASA Formal Methods: 14th International Symposium, NFM 2022, Pasadena, CA …, 2022
13 2022 
Bernhard AichernigGraz Univ. of Technology (TU Graz)Bestätigte E-Mail-Adresse bei ist.tugraz.at
