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A geometric semantic macro-crossover operator for evolutionary feature construction in regression.

, , , , and . Genet. Program. Evolvable Mach., 25 (1): 2 (June 2024)

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A Multi-metric Selection Strategy for Evolutionary Symbolic Regression., , and . SMC, page 585-591. IEEE, (2020)Automatically Choosing Selection Operator Based on Semantic Information in Evolutionary Feature Construction., , , , and . PRICAI (2), volume 14326 of Lecture Notes in Computer Science, page 385-397. Springer, (2023)A Double Lexicase Selection Operator for Bloat Control in Evolutionary Feature Construction for Regression., , , , and . GECCO, page 1194-1202. ACM, (2023)A geometric semantic macro-crossover operator for evolutionary feature construction in regression., , , , and . Genet. Program. Evolvable Mach., 25 (1): 2 (June 2024)RL-GEP: Symbolic Regression via Gene Expression Programming and Reinforcement Learning., and . IJCNN, page 1-8. IEEE, (2021)BertNet: Harvesting Knowledge Graphs with Arbitrary Relations from Pretrained Language Models., , , , , , , and . ACL (Findings), page 5000-5015. Association for Computational Linguistics, (2023)Improving Generalization of Evolutionary Feature Construction with Minimal Complexity Knee Points in Regression., , , , and . EuroGP, volume 14631 of Lecture Notes in Computer Science, page 142-158. Springer, (2024)P-Mixup: Improving Generalization Performance of Evolutionary Feature Construction with Pessimistic Vicinal Risk Minimization., , , , and . PPSN (1), volume 15148 of Lecture Notes in Computer Science, page 201-220. Springer, (2024)Bias-Variance Decomposition: An Effective Tool to Improve Generalization of Genetic Programming-based Evolutionary Feature Construction for Regression., , , , and . GECCO, ACM, (2024)Genetic Programming-based Evolutionary Feature Construction for Heterogeneous Ensemble Learning Hot of the Press., , , , and . GECCO Companion, page 49-50. ACM, (2023)