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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
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2021
◽
Author(s):
Baligh Al-Helali
◽
Qi Chen
◽
Bing Xue
◽
Mengjie Zhang
Keyword(s):
Genetic Programming
◽
Incomplete Data
◽
Symbolic Regression
◽
Imputation Method
Download Full-text
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References
A Genetic Programming-based Wrapper Imputation Method for Symbolic Regression with Incomplete Data
2019 IEEE Symposium Series on Computational Intelligence (SSCI)
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10.1109/ssci44817.2019.9002861
◽
2019
◽
Cited By ~ 1
Author(s):
Baligh Al-Helali
◽
Qi Chen
◽
Bing Xue
◽
Mengjie Zhang
Keyword(s):
Genetic Programming
◽
Incomplete Data
◽
Symbolic Regression
◽
Imputation Method
Download Full-text
Multi-tree genetic programming for feature construction-based domain adaptation in symbolic regression with incomplete data
Proceedings of the 2020 Genetic and Evolutionary Computation Conference
◽
10.1145/3377930.3390160
◽
2020
◽
Cited By ~ 3
Author(s):
Baligh Al-Helali
◽
Qi Chen
◽
Bing Xue
◽
Mengjie Zhang
Keyword(s):
Genetic Programming
◽
Incomplete Data
◽
Domain Adaptation
◽
Symbolic Regression
◽
Feature Construction
Download Full-text
Genetic Programming with Noise Sensitivity for Imputation Predictor Selection in Symbolic Regression with Incomplete Data
2020 IEEE Congress on Evolutionary Computation (CEC)
◽
10.1109/cec48606.2020.9185526
◽
2020
◽
Author(s):
Baligh Al-Helali
◽
Qi Chen
◽
Bing Xue
◽
Mengjie Zhang
Keyword(s):
Genetic Programming
◽
Incomplete Data
◽
Symbolic Regression
◽
Noise Sensitivity
Download Full-text
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
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pp. 1-1
Author(s):
Baligh Al-Helali
◽
Qi Chen
◽
Bing Xue
◽
Mengjie Zhang
Keyword(s):
Genetic Programming
◽
Transfer Learning
◽
Incomplete Data
◽
Symbolic Regression
Download Full-text
Genetic Programming for Imputation Predictor Selection and Ranking in Symbolic Regression with High-Dimensional Incomplete Data
AI 2019: Advances in Artificial Intelligence - Lecture Notes in Computer Science
◽
10.1007/978-3-030-35288-2_42
◽
2019
◽
pp. 523-535
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Cited By ~ 3
Author(s):
Baligh Al-Helali
◽
Qi Chen
◽
Bing Xue
◽
Mengjie Zhang
Keyword(s):
Genetic Programming
◽
Incomplete Data
◽
Symbolic Regression
◽
High Dimensional
◽
Selection And Ranking
Download Full-text
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
Download Full-text
Genetic Programming-Based Simultaneous Feature Selection and Imputation for Symbolic Regression with Incomplete Data
Lecture Notes in Computer Science - Pattern Recognition
◽
10.1007/978-3-030-41299-9_44
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2020
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pp. 566-579
Author(s):
Baligh Al-Helali
◽
Qi Chen
◽
Bing Xue
◽
Mengjie Zhang
Keyword(s):
Feature Selection
◽
Genetic Programming
◽
Incomplete Data
◽
Symbolic Regression
Download Full-text
Hessian Complexity Measure for Genetic Programming-Based Imputation Predictor Selection in Symbolic Regression with Incomplete Data
Lecture Notes in Computer Science - Genetic Programming
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10.1007/978-3-030-44094-7_1
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2020
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pp. 1-17
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Cited By ~ 3
Author(s):
Baligh Al-Helali
◽
Qi Chen
◽
Bing Xue
◽
Mengjie Zhang
Keyword(s):
Genetic Programming
◽
Incomplete Data
◽
Symbolic Regression
◽
Complexity Measure
Download Full-text
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
Download Full-text
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
Download Full-text
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