Further investigation on genetic programming with transfer learning for symbolic regression

2016 IEEE Congress on Evolutionary Computation (CEC) ◽

10.1109/cec.2016.7744245 ◽

2016 ◽

Author(s):

Edward Haslam ◽

Bing Xue ◽

Mengjie Zhang

Keyword(s):

Genetic Programming ◽

Transfer Learning ◽

Symbolic Regression

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Differential evolution for instance based transfer learning in genetic programming for symbolic regression

Proceedings of the Genetic and Evolutionary Computation Conference Companion on - GECCO '19 ◽

10.1145/3319619.3321941 ◽

2019 ◽

Author(s):

Qi Chen ◽

Bing Xue ◽

Mengjie Zhang

Keyword(s):

Genetic Programming ◽

Differential Evolution ◽

Transfer Learning ◽

Symbolic Regression

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Instance based Transfer Learning for Genetic Programming for Symbolic Regression

2019 IEEE Congress on Evolutionary Computation (CEC) ◽

10.1109/cec.2019.8790217 ◽

2019 ◽

Author(s):

Qi Chen ◽

Bing Xue ◽

Mengjie Zhang

Keyword(s):

Genetic Programming ◽

Transfer Learning ◽

Symbolic Regression

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Multi-Tree Genetic Programming with New Operators for Transfer Learning in Symbolic Regression with Incomplete Data

IEEE Transactions on Evolutionary Computation ◽

10.1109/tevc.2021.3079843 ◽

2021 ◽

pp. 1-1

Author(s):

Baligh Al-Helali ◽

Qi Chen ◽

Bing Xue ◽

Mengjie Zhang

Keyword(s):

Genetic Programming ◽

Transfer Learning ◽

Incomplete Data ◽

Symbolic Regression

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Multi-Tree Genetic Programming-based Transformation for Transfer Learning in Symbolic Regression with Highly Incomplete Data

2020 IEEE Congress on Evolutionary Computation (CEC) ◽

10.1109/cec48606.2020.9185670 ◽

2020 ◽

Author(s):

Baligh Al-Helali ◽

Qi Chen ◽

Bing Xue ◽

Mengjie Zhang

Keyword(s):

Genetic Programming ◽

Transfer Learning ◽

Incomplete Data ◽

Symbolic Regression

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Genetic Programming for Instance Transfer Learning in Symbolic Regression

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2020.2969689 ◽

2020 ◽

pp. 1-14

Author(s):

Qi Chen ◽

Bing Xue ◽

Mengjie Zhang

Keyword(s):

Genetic Programming ◽

Transfer Learning ◽

Symbolic Regression

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Output-based transfer learning in genetic programming for document classification

Knowledge-Based Systems ◽

10.1016/j.knosys.2020.106597 ◽

2021 ◽

Vol 212 ◽

pp. 106597

Author(s):

Wenlong Fu ◽

Bing Xue ◽

Xiaoying Gao ◽

Mengjie Zhang

Keyword(s):

Genetic Programming ◽

Transfer Learning ◽

Document Classification

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Neurally guided transfer learning for genetic programming

Proceedings of the Genetic and Evolutionary Computation Conference Companion ◽

10.1145/3449726.3459511 ◽

2021 ◽

Author(s):

Alexander Wild ◽

Barry Porter

Keyword(s):

Genetic Programming ◽

Transfer Learning

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A new imputation method based on genetic programming and weighted KNN for symbolic regression with incomplete data

Soft Computing ◽

10.1007/s00500-021-05590-y ◽

2021 ◽

Author(s):

Baligh Al-Helali ◽

Qi Chen ◽

Bing Xue ◽

Mengjie Zhang

Keyword(s):

Genetic Programming ◽

Incomplete Data ◽

Symbolic Regression ◽

Imputation Method

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Multi-objective genetic programming for symbolic regression with the adaptive weighted splines representation

Proceedings of the Genetic and Evolutionary Computation Conference Companion ◽

10.1145/3449726.3459461 ◽

2021 ◽

Author(s):

Christian Raymond ◽

Qi Chen ◽

Bing Xue ◽

Mengjie Zhang

Keyword(s):

Genetic Programming ◽

Symbolic Regression ◽

Multi Objective

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Empirical analysis of variance for genetic programming based symbolic regression

Proceedings of the Genetic and Evolutionary Computation Conference Companion ◽

10.1145/3449726.3459486 ◽

2021 ◽

Author(s):

Lukas Kammerer ◽

Gabriel Kronberger ◽

Stephan Winkler

Keyword(s):

Genetic Programming ◽

Empirical Analysis ◽

Analysis Of Variance ◽

Symbolic Regression

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