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S. Subhani

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Open access Aug 2026

Elastic net–guided NSGA-II for scalable multi-objective feature selection in high-dimensional data analytics

An Elastic Net–Guided NSGA-II framework that integrates sparsity-aware statistical regularisation and multi-objective evolutionary optimisation is proposed, supporting a wide range of real-world applications, such as bioinformatics, healthcare, and financial analytics.

S. Subhani, Gudipati Murali, Chandra Sekhar Sanaboina · 0 citations

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