Research Output per year
Fingerprint Dive into the research topics where Bernhard Aichernig is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 7 Similar Profiles
Testing
Engineering & Materials Science
Model checking
Engineering & Materials Science
Web services
Engineering & Materials Science
Business Rules
Mathematics
Timed Automata
Mathematics
Hybrid systems
Engineering & Materials Science
Network protocols
Engineering & Materials Science
Load testing
Engineering & Materials Science
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Research Output 1997 2019
L*-Based Learning of Markov Decision Processes
Tappler, M., Aichernig, B., Bacci, G., Eichlseder, M. & Larsen, K. G., 2019, Formal Methods - The Next 30 Years . ter Beek, M. H., McIver, A. & Oliveria, J. N. (eds.). Cham: Springer, p. 651 - 669 19 p. (Lecture Notes in Computer Science; vol. 11800).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Learning algorithms
Sampling
Formal languages
Model structures
Testing
Learning a Behavior Model of Hybrid Systems Through Combining Model-Based Testing and Machine Learning
Aichernig, B. K., Bloem, R., Ebrahimi, M., Horn, M., Pernkopf, F., Roth, W., Rupp, A., Tappler, M. & Tranninger, M., 2019, Testing Software and Systems: 31st IFIP WG 6.1 International Conference, ICTSS 2019, Paris, France, October 15–17, 2019, Proceedings. Gaston, C., Kosmatov, N. & Le Gall, P. (eds.). Cham: Springer International Publishing AG , p. 3-21 19 p. (Lecture Notes in Computer Science; vol. 11812).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Hybrid systems
Learning systems
Testing
Recurrent neural networks
Probabilistic black-box reachability checking (extended version)
Aichernig, B. & Tappler, M., 2019, In : Formal methods in system design. 33 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access
Time to Learn - Learning Timed Automata from Tests
Tappler, M., Aichernig, B., Larsen, K. G. & Lorber, F., 2019, Formal Modeling and Analysis of Timed Systems - 17th International Conference, FORMATS 2019, Amsterdam, The Netherlands, August 27-29, 2019, Proceedings. Springer, p. 216 - 235 20 p. (Lecture Notes in Computer Science; vol. 11750).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Automata Learning for Symbolic Execution
Aichernig, B., Bloem, R., Ebrahimi, M., Tappler, M. & Winter, J., 2018, 2018 Formal Methods in Computer Aided Design, FMCAD 2018, Austin, TX, USA, October 30 - November 2, 2018. Bjørner, N. & Gurfinkel, A. (eds.). IEEE CS, p. 130 - 138 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Testing
Activities 1996 2018
Smart Black-box Testing - Combining Model Learning and Model-based Testing
Bernhard Aichernig (Speaker)10 Sep 2018
Activity: Talk or presentation › Talk at workshop, seminar or course › Science to science
Smart Testing of IoT Protocols - Combining Model Learning and Model-based Testing
Bernhard Aichernig (Speaker)5 Jun 2018
Activity: Talk or presentation › Invited talk at conference or symposium › Science to science
Smart Black-box Testing
Bernhard Aichernig (Keynote speaker)7 Dec 2018
Activity: Talk or presentation › Invited talk at conference or symposium › Science to science
Model-based Mutation Testing - The Science of Killing Bugs in a Black Box
Bernhard Aichernig (Speaker)11 Jun 2018
Activity: Talk or presentation › Invited talk at conference or symposium › Science to science
Smart Black-box Testing - Combining Model Learning and Model-based Testing
Bernhard Aichernig (Speaker)11 Sep 2018
Activity: Talk or presentation › Invited talk › Science to science
Projects 1995 2022
Dependable Internet of Things
Boano, C. A., Kubin, G., Bloem, R., Horn, M., Pernkopf, F., Zakany, N., Mangard, S., Witrisal, K., Römer, K. U., Aichernig, B., Bösch, W., Baunach, M. C., Tappler, M., Malenko, M., Weiser, S., Eichlseder, M., Leitinger, E., Grosinger, J., Großwindhager, B., Ebrahimi, M., Alothman Alterkawi, A. B., Knoll, C., Teschl, R., Saukh, O., Rath, M., Steinberger, M., Steinbauer, G. & Tranninger, M.
1/01/16 → 31/03/22
Project: Research project
TRUCONF - Trust via cost function driven model based test case generation for non-functional properties of systems of systems
1/11/14 → 31/10/17
Project: Research project
CRYSTAL - Critical Systems Engineering Factories
Lorber, F. L. & Aichernig, B.
1/05/13 → 30/04/16
Project: Research project
EU - MBAT - Combined Model-based Analysis and Testing of Embedded Systems
Lorber, F. L., Tiran, S. & Aichernig, B.
1/11/11 → 31/10/14
Project: Research project