Disparate Data Fusion, Analysis, and Applications for Networked Systems Focus Area

Abstract

This focus area includes prototypes to validate new approaches that manage and capitalize on the increase of data volume, variety, variability, and velocity from our networked communications and sensors. Growth in social media, big data analytics, and large dynamic sensor networks requires new tools for aggregation, processing, exploitation, and dissemination. Projects include the development of capabilities, software, and tools to fuse, analyze, and infer information from a wide variety of structured or unstructured datasets across a broad spectrum of sources. Where possible these projects exploit advanced machine learning systems and commercial technologies to provide solutions to emerging challenges in tracking targets, big data analytics, and extracting indications and warnings. Technologies developed within this focus area reduce cost and analysis requirements to provide meaningful intelligence in support of information advantage.

Document Details

Document Type
Accomplishment
Publication Date
Oct 01, 2024
Source ID
1e77773390184e79ea0fb06d3d1ebd40

Tags

Fields of Study

  • Computer science

Readers

  • Distributed Systems and Data Platform Development
  • Enterprise Information Systems Architecture and Joint Command Capability Interoperability Support.
  • Geospatial Intelligence and Artificial Intelligence Analytics

Technology Areas

  • AI & ML
  • AI & ML - DoD AI Strategy

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