High-dimensional data analysis confronts the dual challenges of computational burden and risk of overfitting when faced with thousands or millions of variables. Feature selection reduces ...
Single-cell technologies can measure the expression of thousands of molecular features in individual cells undergoing dynamic biological processes. While examining cells along a ...
It is a significant and challenging task to detect the informative features to carry out explainable analysis and build an interpretable AI system for high dimensional data, especially for those with ...
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