A vast amount of time series datasets are organized into structures with different levels or hierarchies of aggregation. Examples include cross-sectional aggregations such as categories, brands, or ...

Since the first human genome was sequenced in 2000, omic profiling technologies have seen their costs reduced by multiple orders of magnitude, and omic profiling is now performed routinely. Petabytes ...

The advent of RNA sequencing (RNA-Seq) has significantly advanced our understanding of the transcriptomic landscape, revealing intricate gene expression patterns across biological states and ...

In the digital age, the global character of the Internet has significantly improved our daily lives by providing access to large amounts of knowledge and allowing for seamless connections. However, ...

There are many implemented methods to perform causal inference when your intervention of interest is binary, but few methods exist to handle continuous treatments. This is unfortunate because there ...

Stereotypes often depict women as more passive than men, with popular culture believed to produce and reinforce such views. This study introduces a computational approach for analyzing character ...

The ability to solve complex problems methodically and systematically is of utmost importance in the practice of Engineering. There is a growing interest in exploring potential contributions of ...

To test if MDS could be improved by modifying the method and to further verify that the positive flux bias was caused by the biased radiation sampling, we investigated the model performance with three ...

Climate forecasts, both experimental and operational, are often made by calibrating Global Climate Model (GCM) outputs with observed climate variables using statistical and machine learning models.

4. Princeton School of Public and International Affairs, Princeton University, United States 5. Department of Communication Science and Disorders, University of Pittsburgh, United States 6. Center for ...