Baligh Al-Helali

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 16

Top Topics

Symbolic Regression

Top Venues

Australasian Conference on Artificial Intelligence

IEEE Trans. Cybern.

Publications

Baligh Al-Helali, Qi Chen, Bing Xue, Mengjie Zhang
Multitree Genetic Programming With Feature-Based Transfer Learning for Symbolic Regression on Incomplete Data. IEEE Trans. Cybern. 54 (7) (2024)
Baligh Al-Helali, Qi Chen, Bing Xue, Mengjie Zhang
Genetic Programming for Feature Selection Based on Feature Removal Impact in High-Dimensional Symbolic Regression. IEEE Trans. Emerg. Top. Comput. Intell. 8 (3) (2024)
Baligh Al-Helali, Qi Chen, Bing Xue, Mengjie Zhang
Multitree Genetic Programming With New Operators for Transfer Learning in Symbolic Regression With Incomplete Data. IEEE Trans. Evol. Comput. 25 (6) (2021)
Baligh Al-Helali, Qi Chen, Bing Xue, Mengjie Zhang
A new imputation method based on genetic programming and weighted KNN for symbolic regression with incomplete data. Soft Comput. 25 (8) (2021)
Baligh Al-Helali, Qi Chen, Bing Xue, Mengjie Zhang
GP with a Hybrid Tree-vector Representation for Instance Selection and Symbolic Regression on Incomplete Data. CEC (2021)
Baligh Al-Helali, Qi Chen, Bing Xue, Mengjie Zhang
Data Imputation for Symbolic Regression with Missing Values: A Comparative Study. SSCI (2020)
Baligh Al-Helali, Qi Chen, Bing Xue, Mengjie Zhang
Genetic Programming-Based Selection of Imputation Methods in Symbolic Regression with Missing Values. Australasian Conference on Artificial Intelligence (2020)
Baligh Al-Helali, Qi Chen, Bing Xue, Mengjie Zhang
Multi-Tree Genetic Programming-based Transformation for Transfer Learning in Symbolic Regression with Highly Incomplete Data. CEC (2020)
Baligh Al-Helali, Qi Chen, Bing Xue, Mengjie Zhang
Genetic Programming with Noise Sensitivity for Imputation Predictor Selection in Symbolic Regression with Incomplete Data. CEC (2020)
Baligh Al-Helali, Qi Chen, Bing Xue, Mengjie Zhang
GP-based Feature Selection and Weighted KNN-based Instance Selection for Symbolic Regression with Incomplete Data. SSCI (2020)
Baligh Al-Helali, Qi Chen, Bing Xue, Mengjie Zhang
Hessian Complexity Measure for Genetic Programming-Based Imputation Predictor Selection in Symbolic Regression with Incomplete Data. EuroGP (2020)
Baligh Al-Helali, Qi Chen, Bing Xue, Mengjie Zhang
Multi-tree genetic programming for feature construction-based domain adaptation in symbolic regression with incomplete data. GECCO (2020)
Baligh Al-Helali, Qi Chen, Bing Xue, Mengjie Zhang
Genetic Programming for Imputation Predictor Selection and Ranking in Symbolic Regression with High-Dimensional Incomplete Data. Australasian Conference on Artificial Intelligence (2019)
Baligh Al-Helali, Qi Chen, Bing Xue, Mengjie Zhang
Genetic Programming-Based Simultaneous Feature Selection and Imputation for Symbolic Regression with Incomplete Data. ACPR (2) (2019)
Baligh Al-Helali, Qi Chen, Bing Xue, Mengjie Zhang
A Genetic Programming-based Wrapper Imputation Method for Symbolic Regression with Incomplete Data. SSCI (2019)
Baligh Al-Helali, Qi Chen, Bing Xue, Mengjie Zhang
A Hybrid GP-KNN Imputation for Symbolic Regression with Missing Values. Australasian Conference on Artificial Intelligence (2018)