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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
◽
Cited By ~ 2
Author(s):
Qi Chen
◽
Bing Xue
◽
Mengjie Zhang
Keyword(s):
Genetic Programming
◽
Differential Evolution
◽
Transfer Learning
◽
Symbolic Regression
Download Full-text
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References
Instance based Transfer Learning for Genetic Programming for Symbolic Regression
2019 IEEE Congress on Evolutionary Computation (CEC)
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10.1109/cec.2019.8790217
◽
2019
◽
Cited By ~ 2
Author(s):
Qi Chen
◽
Bing Xue
◽
Mengjie Zhang
Keyword(s):
Genetic Programming
◽
Transfer Learning
◽
Symbolic Regression
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Further investigation on genetic programming with transfer learning for symbolic regression
2016 IEEE Congress on Evolutionary Computation (CEC)
◽
10.1109/cec.2016.7744245
◽
2016
◽
Cited By ~ 12
Author(s):
Edward Haslam
◽
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
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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
◽
Cited By ~ 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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A Hybrid Approach of Grammar-based Genetic Programming and Differential Evolution for Symbolic Regression
10.21528/cbic2017-110
◽
2018
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Author(s):
Flávio A.A. Motta
◽
João M. Freitas
◽
Felipe R. Souza
◽
Heder S. Bernardino
◽
Itamar L. Oliveira
◽
...
Keyword(s):
Genetic Programming
◽
Differential Evolution
◽
Hybrid Approach
◽
Symbolic Regression
◽
Grammar Based Genetic Programming
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Genetic Programming for Instance Transfer Learning in Symbolic Regression
IEEE Transactions on Cybernetics
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10.1109/tcyb.2020.2969689
◽
2020
◽
pp. 1-14
Author(s):
Qi Chen
◽
Bing Xue
◽
Mengjie Zhang
Keyword(s):
Genetic Programming
◽
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Output-based transfer learning in genetic programming for document classification
Knowledge-Based Systems
◽
10.1016/j.knosys.2020.106597
◽
2021
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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
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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
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Author(s):
Christian Raymond
◽
Qi Chen
◽
Bing Xue
◽
Mengjie Zhang
Keyword(s):
Genetic Programming
◽
Symbolic Regression
◽
Multi Objective
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