Abdallah Chehade

Selective Deep Autoencoder for Unsupervised Feature Selection

In light of the advances in big data, high-dimensional datasets are often encountered. Incorporating them into data-driven models can enhance performance; however, this comes at the cost of high computation and the risk of overfitting, particularly due to abundant redundant features. Identifying an…