Florian Bachinger

According to our database, Florian Bachinger authored at least 16 papers between 2005 and 2025.

Collaborative distances:

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

2025

Enhanced Interpretability in Root Cause Analysis Using Structure-Template Symbolic Regression.

Christian Haider, Roman Kern, Jan Zenisek, Florian Bachinger

Proceedings of the 7th International Conference on Industry of the Future and Smart Manufacturing (ISM 2025), 2025

Detecting Degradation using Structure-Borne Sound in Flame Torch Cutting.

Dominik Falkner, Christoph Seiringer, Leo Savernik, Markus Steindl, Evans Doe Ocansey, Alexander Kinast, Florian Bachinger, Michael Affenzeller

Proceedings of the 7th International Conference on Industry of the Future and Smart Manufacturing (ISM 2025), 2025

Interpretable Machine Learning for Predictive Maintenance of Electric Motors: A Comparative Study of Subspace kNN and Symbolic Classification.

Ayaz Ahmadov, Harald Hinterleitner, Mario Jungwirth, Jan Zenisek, Florian Bachinger, Michael Affenzeller

Proceedings of the 7th International Conference on Industry of the Future and Smart Manufacturing (ISM 2025), 2025

Design, Containerization and Performance of Distributed Evolutionary Computation.

Jan Zenisek, Florian Bachinger, Christian Haider, Florian Holzinger, Philipp Neuhauser, Erik Pitzer, Stefan Wagner, Michael Affenzeller

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2025

SCRBenchmark: A Benchmarking Library for Shape-Constrained Regression.

Florian Bachinger, Bernhard Werth, Jan Zenisek, Christian Haider, Fabrício Olivetti de França

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2025

2024

Data Validation Utilizing Expert Knowledge and Shape Constraints.

Florian Bachinger, Lisa Ehrlinger, Gabriel Kronberger, Wolfram Wöß

ACM J. Data Inf. Qual., June, 2024

Composable Evolutionary Computation.

Jan Zenisek, Florian Bachinger, Florian Holzinger, Erik Pitzer, Stefan Wagner, Michael Affenzeller

Proceedings of the Computer Aided Systems Theory - EUROCAST 2024 - 19th International Conference, Las Palmas de Gran Canaria, Spain, February 25, 2024

Comparing Constraint Evaluation Methods for Shape-Constrained Regression.

Christian Haider, Florian Bachinger, Florian Holzinger, Fabrício Olivetti de França

Proceedings of the Computer Aided Systems Theory - EUROCAST 2024 - 19th International Conference, Las Palmas de Gran Canaria, Spain, February 25, 2024

Automated Inference of Domain Knowledge in Scientific Machine Learning.

Florian Bachinger, Christian Haider, Jan Zenisek, Fabrício Olivetti de França, Michael Affenzeller

Proceedings of the Computer Aided Systems Theory - EUROCAST 2024 - 19th International Conference, Las Palmas de Gran Canaria, Spain, February 25, 2024

2023

A messaging library for distributed modeling.

Jan Zenisek, Florian Bachinger, Dominik Falkner, Erik Pitzer, Stefan Wagner, Alfredo Lopez, Michael Affenzeller

Proceedings of the 5th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2023), 2023

Automated Machine Learning for Industrial Applications - Challenges and Opportunities.

Florian Bachinger, Jan Zenisek, Michael Affenzeller

Proceedings of the 5th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2023), 2023

Shape-constrained Symbolic Regression: Real-World Applications in Magnetization, Extrusion and Data Validation.

Christian Haider, Fabrício Olivetti de França, Bogdan Burlacu, Florian Bachinger, Gabriel Kronberger, Michael Affenzeller

Proceedings of the Genetic Programming Theory and Practice XX [GPTP 2023], 2023

2022

Comparing Shape-Constrained Regression Algorithms for Data Validation.

Florian Bachinger, Gabriel Kronberger

Proceedings of the Computer Aided Systems Theory - EUROCAST 2022, 2022

2019

Concept for a Technical Infrastructure for Management of Predictive Models in Industrial Applications.

Florian Bachinger, Gabriel Kronberger

Proceedings of the Computer Aided Systems Theory - EUROCAST 2019, 2019

2018

Measurement of thermal behavior of an ester-filled power transformer at ultra-low temperatures.

Florian Bachinger, Peter Hamberger

Elektrotech. Informationstechnik, 2018

2005

Numerical analysis of nonlinear multiharmonic eddy current problems.

Florian Bachinger, Ulrich Langer, Joachim Schöberl

Numerische Mathematik, 2005