Projects per year
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Dive into the research topics where Michael Kommenda is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Projects
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Josef Ressel Zentrum für Symbolische Regression
Kronberger, G., Kommenda, M., Burlacu, B., Holzleitner, E., Haider, C., Kammerer, L., Bachinger, F. & Jödicke, D.
01.01.2018 → 31.12.2022
Project: Research Project
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DigiVent - Predictive Maintenance für Industrie-Radialventilatoren
Kommenda, M., Holzinger, F. C. & Haider, C.
01.10.2017 → 30.09.2020
Project: Research Project
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K-Projekt HOPL
Affenzeller, M., Wagner, S., Lengauer, E., Beham, A., Leitner, S. J., Karder, J. A., Petschnik, E., Kommenda, M., Kellermayr-Scheucher, M., Burlacu, B., Krauss, O., Holzleitner, E., Hauder, V. & Hübl, A.
01.05.2014 → 30.04.2018
Project: Research Project
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Josef Ressel-Zentrum für Heuristische Optimierung - Josef Ressel-Center for Heuristic Optimization
Affenzeller, M., Beham, A., Kronberger, G., Kommenda, M., Dorfer, V., Pitzer, E., Fleck, P. & Hutterer, S.
01.10.2008 → 30.09.2013
Project: Research Project
Research output
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Operon C++: An efficient genetic programming framework for symbolic regression
Burlacu, B., Kronberger, G. & Kommenda, M., 8 Jul 2020, GECCO 2020 Companion - Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, Inc, p. 1562-1570 9 p. (GECCO 2020 Companion - Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion).Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review
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Parameter identification for symbolic regression using nonlinear least squares
Kommenda, M., Burlacu, B., Kronberger, G. & Affenzeller, M., 1 Sep 2020, In: Genetic Programming and Evolvable Machines. 21, 3, p. 471-501 31 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Preprocessing and Modeling of Radial Fan Data for Health State Prediction
Holzinger, F. C. & Kommenda, M., 2020, Computer Aided Systems Theory – EUROCAST 2019 - 17th International Conference, Revised Selected Papers. Moreno-Díaz, R., Quesada-Arencibia, A. & Pichler, F. (eds.). Springer, p. 312-318 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12013 LNCS).Research output: Chapter in Book/Report/Conference proceedings › Conference contribution
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White Box vs. Black Box Modeling: On the Performance of Deep Learning, Random Forests, and Symbolic Regression in Solving Regression Problems
Affenzeller, M., Burlacu, B., Dorfer, V., Dorl, S., Halmerbauer, G., Königswieser, T., Kommenda, M., Vetter, J. & Winkler, S., 2020, Computer Aided Systems Theory – EUROCAST 2019 - 17th International Conference, Revised Selected Papers. Moreno-Díaz, R., Quesada-Arencibia, A. & Pichler, F. (eds.). Springer, p. 288-295 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12013 LNCS).Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review
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Box-Type Boom Design Using Surrogate Modeling: Introducing an Industrial Optimization Benchmark
Fleck, P., Entner, D., Münzer, C., Kommenda, M., Prante, T., Schwarz, M., Hächl, M. & Affenzeller, M., 2019, Computational Methods in Applied Sciences. Springer International Publishing, p. 355-370 16 p. (Computational Methods in Applied Sciences; vol. 49).Research output: Chapter in Book/Report/Conference proceedings › Chapter › peer-review
Activities
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Applications and Development Advances of HeuristicLab
Michael Kommenda (Speaker)
16 Jul 2015Activity: Talk or presentation › Oral presentation
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Algorithm and Experiment Design with HeuristicLab
Gabriel Kronberger (Speaker) & Michael Kommenda (Speaker)
11 Feb 2014Activity: Talk or presentation › Oral presentation
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Genetic and Evolutionary Computation Conference GECCO 2014 (Event)
Michael Kommenda (Reviewer)
12 Jul 2014 → 16 Jul 2014Activity: Publication peer-review and editorial work › Publication Peer-review
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2nd Asia-Pacific Conference on Computer Aided System Engineering, APCASE 2014 (Event)
Michael Kommenda (Reviewer)
10 Feb 2014 → 12 Feb 2014Activity: Publication peer-review and editorial work › Publication Peer-review
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Genetic and Evolutionary Computation Conference (Event)
Michael Kommenda (Reviewer)
6 Jul 2013 → 10 Jul 2013Activity: Publication peer-review and editorial work › Publication Peer-review