Data Analysis and Visualization

The data analysis and visualization groups focus on scalable techniques for providing decision support in national security and national-level challenges. By incorporating advanced algorithms, innovative hardware architectures, and scalable analysis components, we develop solutions that promote insight, regardless of the complexity, size, or uncertainty of the data. With a focus on machine learning, graph algorithms, text analysis, Bayesian modeling, and tensor factorizations, our groups provide state-of-the-art capabilities for critical data modeling and analysis applications.