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Florian Bachinger
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Continuous improvement and adaptation of predictive models in smart manufacturing and model management
F Bachinger, G Kronberger, M Affenzeller
IET Collaborative Intelligent Manufacturing 3 (1), 48-63, 2021
332021
Smart manufacturing and continuous improvement and adaptation of predictive models
G Kronberger, F Bachinger, M Affenzeller
Procedia Manufacturing 42, 528-531, 2020
202020
Automated machine learning for industrial applications–challenges and opportunities
F Bachinger, J Zenisek, M Affenzeller
Procedia Computer Science 232, 1701-1710, 2024
132024
Comparing shape-constrained regression algorithms for data validation
F Bachinger, G Kronberger
International Conference on Computer Aided Systems Theory, 147-154, 2022
52022
Concept for a technical infrastructure for management of predictive models in industrial applications
F Bachinger, G Kronberger
International Conference on Computer Aided Systems Theory, 263-270, 2019
52019
Data validation utilizing expert knowledge and shape constraints
F Bachinger, L Ehrlinger, G Kronberger, W Wöss
ACM Journal of Data and Information Quality 16 (2), 1-27, 2024
42024
Shape-constrained Symbolic Regression: Real-World Applications in Magnetization, Extrusion and Data Validation
C Haider, FO de Franca, B Burlacu, F Bachinger, G Kronberger, ...
Genetic Programming Theory and Practice XX, 225-240, 2024
22024
A messaging library for distributed modeling
J Zenisek, F Bachinger, D Falkner, E Pitzer, S Wagner, A Lopez, ...
Procedia Computer Science 232, 606-615, 2024
22024
A domain specific language for distributed modeling
J Zenisek, F Bachinger, E Pitzer, S Wagner, D Falkner, A Lopez, ...
35th European Modeling and Simulation Symposium, EMSS, 2023
22023
Utilizing interpretable machine learning to detect dynamics in energy communities
J Zenisek, F Bachinger, E Pitzer, S Wagner, M Affenzeller
34th European Modeling and Simulation Symposium, EMSS 2022, 2022
22022
Composable Evolutionary Computation
J Zenisek, F Bachinger, F Holzinger, E Pitzer, S Wagner, M Affenzeller
International Conference on Computer Aided Systems Theory, 172-180, 2024
12024
SCRBenchmark: A Benchmarking Library for Shape-Constrained Regression
F Bachinger, B Werth, J Zenisek, C Haider, F Olivetti de França
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2025
2025
Design, Containerization and Performance of Distributed Evolutionary Computation
J Zenisek, F Bachinger, C Haider, F Holzinger, P Neuhauser, E Pitzer, ...
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2025
2025
Comparing Constraint Evaluation Methods for Shape-Constrained Regression
C Haider, F Bachinger, F Holzinger, FO de França
International Conference on Computer Aided Systems Theory, 68-76, 2024
2024
Automated Inference of Domain Knowledge in Scientific Machine Learning
F Bachinger, C Haider, J Zenisek, FO de França, M Affenzeller
International Conference on Computer Aided Systems Theory, 122-130, 2024
2024
Data and Information Quality
N Li, Y Qi, C Li, Z Zhao, G Mecca, P Papotti, D Santoro, E Veltri, ...
ACM Journal of 16 (2), 2024
2024
Comparing Shape-Constrained Regression
F Bachinger, G Kronberger¹
Computer Aided Systems Theory–EUROCAST 2022: 18th International Conference …, 2023
2023
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Articles 1–17