Shape-Constrained Symbolic Regression—Improving Extrapolation with Prior Knowledge
Kronberger, G, de Franca, F. O, Burlacu, B, Haider, C, Kommenda, M
Published in Evolutionary computation (01.03.2022)
Published in Evolutionary computation (01.03.2022)
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Journal Article
Shape-constrained multi-objective genetic programming for symbolic regression
Haider, C., de Franca, F.O., Burlacu, B., Kronberger, G.
Published in Applied soft computing (01.01.2023)
Published in Applied soft computing (01.01.2023)
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Journal Article
SRBench++: Principled Benchmarking of Symbolic Regression With Domain-Expert Interpretation
de Franca, F. O., Virgolin, M., Kommenda, M., Majumder, M. S., Cranmer, M., Espada, G., Ingelse, L., Fonseca, A., Landajuela, M., Petersen, B., Glatt, R., Mundhenk, N., Lee, C. S., Hochhalter, J. D., Randall, D. L., Kamienny, P., Zhang, H., Dick, G., Simon, A., Burlacu, B., Kasak, Jaan, Machado, Meera, Wilstrup, Casper, Cavaz, W. G. La
Published in IEEE transactions on evolutionary computation (03.07.2024)
Published in IEEE transactions on evolutionary computation (03.07.2024)
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Journal Article
Graph genetic programming for hybrid neural networks design
Ferariu, L, Burlacu, B
Published in 2010 International Joint Conference on Computational Cybernetics and Technical Informatics (01.05.2010)
Published in 2010 International Joint Conference on Computational Cybernetics and Technical Informatics (01.05.2010)
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Conference Proceeding
Interpretable Symbolic Regression for Data Science: Analysis of the 2022 Competition
de Franca, F. O, Virgolin, M, Kommenda, M, Majumder, M. S, Cranmer, M, Espada, G, Ingelse, L, Fonseca, A, Landajuela, M, Petersen, B, Glatt, R, Mundhenk, N, Lee, C. S, Hochhalter, J. D, Randall, D. L, Kamienny, P, Zhang, H, Dick, G, Simon, A, Burlacu, B, Kasak, Jaan, Machado, Meera, Wilstrup, Casper, La Cava, W. G
Year of Publication 03.04.2023
Year of Publication 03.04.2023
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Journal Article
Interpretable Symbolic Regression for Data Science: Analysis of the 2022 Competition
de Franca, F O, Virgolin, M, Kommenda, M, Majumder, M S, Cranmer, M, Espada, G, Ingelse, L, Fonseca, A, Landajuela, M, Petersen, B, Glatt, R, Mundhenk, N, Lee, C S, Hochhalter, J D, Randall, D L, Kamienny, P, Zhang, H, Dick, G, Simon, A, Burlacu, B, Kasak, Jaan, Machado, Meera, Casper Wilstrup, La Cava, W G
Published in arXiv.org (03.07.2023)
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Published in arXiv.org (03.07.2023)
Paper
Multiobjective design of evolutionary hybrid neural networks
Ferariu, L., Burlacu, B.
Published in The 17th International Conference on Automation and Computing (01.09.2011)
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Published in The 17th International Conference on Automation and Computing (01.09.2011)
Conference Proceeding
Multiobjective genetic programming with adaptive clustering
Ferariu, L., Burlacu, B.
Published in 2011 IEEE 7th International Conference on Intelligent Computer Communication and Processing (01.08.2011)
Published in 2011 IEEE 7th International Conference on Intelligent Computer Communication and Processing (01.08.2011)
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Conference Proceeding
Multiobjective graph genetic programming with encapsulation applied to neural system identification
Ferariu, L., Burlacu, B.
Published in 15th International Conference on System Theory, Control and Computing (01.10.2011)
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Published in 15th International Conference on System Theory, Control and Computing (01.10.2011)
Conference Proceeding