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João Pedro Silveira e Silva

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#machine learning Open access Oct 2026

A feature selection layer approach for multi-class classification on neural networks

In the age of data-driven decision-making, deep learning models have become powerful tools for uncovering patterns and making predictions that influence many aspects of society. However, their broader adoption in scientific and business applications is often limited by a lack of interpretability. Feature weighting meth...

João Pedro Silveira e Silva, M. Dorn, Bruno Iochins Grisci · 0 citations

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