Node Importance-Based Multi-Objective Genetic Programming for Enhanced Model Interpretability in Symbolic Regression

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@InProceedings{DBLP:conf/cec/AnfarCZ25,

• author = "Mohamad Rimas Mohamad Anfar and Qi Chen and Mengjie Zhang",
• title = "Node Importance-Based Multi-Objective Genetic Programming for Enhanced Model Interpretability in Symbolic Regression",
• booktitle = "{IEEE} Congress on Evolutionary Computation, {CEC} 2025, Hangzhou, China, June 8-12, 2025",
• publisher = "{IEEE}",
• year = "2025",
• keywords = "genetic algorithms, genetic programming, Interpretability, NSGA-II, Per-node Importance, Regression, XAI",
• URL = "https://doi.org/10.1109/CEC65147.2025.11042961",
• DOI = "doi:10.1109/CEC65147.2025.11042961",
• timestamp = "Mon, 30 Jun 2025 13:18:00 +0200",
• biburl = "https://dblp.org/rec/conf/cec/AnfarCZ25.bib",
• bibsource = "dblp computer science bibliography, https://dblp.org",

}

Genetic Programming entries for Mohamad Rimas Mohamad Anfar Qi Chen Mengjie Zhang

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