Extracting Value From Complex Data
The generation, accumulation and storage of data is occurring globally on a massive scale. Adeptly managing, mining, and extracting useful information in such a data-saturated environment has become critical in commercial, government and defense sectors.
Essential capabilities for achieving those goals include scalable tools that validate, reconcile and store the data; ingenious algorithms that uncover patterns and trends; and end-to-end systems that extract key information.
Vencore Labs researchers are working on precisely these aspects of information analytics, particularly in these areas:
- Mathematical Techniques: Creation of a new suite of fast algorithms that automatically represent high and/or multi-dimensional data using its inherent low dimensionality.
- System for Extracting Actionable Intelligence: Building an end-to-end system that enables analysts to draw actionable intelligence from large, unknown and disparate sources of information.
- Tool for Data Exploration and Transformation: Development of Arroyo, our forensic data analysis and transformation tool.