DOE Data Reduction for Science Please see the full solicitation for complete information about the funding opportunity. Below is a summary assembled by the Research & Innovation Office (RIO). Program ...

In recent years, there has been a surge of research focused on the application of artificial intelligence (AI) to ...

Results of the study, published in the Journal of Big Data, demonstrate that intelligent data reduction techniques improve the classification of high imbalanced big Medicare data.

The method integrates Kolmogorov-Arnold networks with data augmentation techniques to improve the accuracy of cell type annotation, a challenging task in single-cell genomics.

Semiautomated data-reduction techniques such as random forests and forward- or backward-selection stepwise regression have assisted statisticians in this hands-on selection for decades.

Achieve efficient data management with advanced data reduction techniques, cutting costs while optimizing storage and visibility.

The researchers employed artificial data augmentation techniques – essentially, boosting their learning model’s dataset by adding virtualized facial images with different skin tones and colors. But to ...