A Novel Genetic Programming Approach for Skeleton-Based Human Action Recognition

Created by W.Langdon from gp-bibliography.bib Revision:1.9154

@InProceedings{Xiao:2026:CEC,

• author = "Youkai Xiao and Mitchell Rogers and Patrice Delmas and Bing Xue and Mengjie Zhang",
• title = "A Novel Genetic Programming Approach for Skeleton-Based Human Action Recognition",
• booktitle = "IEEE CEC 2026",
• year = "2026",
• editor = "Nelishia Pillay and Yew-Soon Ong and Carlos Coello and Juergen Branke and Simon Lucas and Chuan-Kang Ting and Bing Xue",
• pages = "cec pap635",
• address = "Maastricht, the Netherlands",
• month = "21-26 " # jun,
• publisher = "IEEE",
• keywords = "genetic algorithms, genetic programming, keleton-based Human Action Recognition, HAR, Multi-layer Feature Extraction, XAI",
• URL = "https://wcci.klinkhamergroup.com/papers/by_date.html#cec_pap635",
• URL = "https://linklings.s3.amazonaws.com/organizations/WCCI/wcci2026/submissions/stype102/GDvFS-cec_pap635s2.pdf",
• size = "6 pages",
• abstract = "... automatically construct discriminative, human-interpretable motion descriptors from skeleton sequences. SkeletonGP, which extracts informative geometric, motion, statistical, and correlation features via a multi-layer feature extraction framework. The performance of our approach is evaluated on a popular skeleton-based HAR dataset (Penn Action dataset). we achieve competitive performance compared to deep neural network methods, while providing a promising interpretable solution.",

}

Genetic Programming entries for Youkai Xiao Mitchell Rogers Patrice Delmas Bing Xue Mengjie Zhang

Citations