Category: Data Analytics

Authors: Dr. James A. Crowder, Systems Fellow, Colorado Engineering Inc.
John N. Carbone, Electrical and Engineering Dept., Southern Methodist University

Abstract:
Analysis, characterization and classification of large, heterogeneous, complex data sets (the “Big Data” problem) has been a major source of R&D for decades. Current and future space, air, and ground systems are growing in complexity and capability, creating a serious challenge to operators who monitor, maintain, and utilize systems in an ever growing network of assets…

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[download id=”6892″]

Author:
Dr. James A. Crowder, Systems Fellow, Colorado Engineering Inc.

Abstract:
Situational/threat assessment strategies have been studied for generations. Typically, these threat assessments utilize Bayesian belief networks and inference engines, based on decision tree technologies, to determine the likelihood of different deployment strategies and prevention methods (psyops). These are typically represented as a directed “acyclic” graph and utilize joint probability distributions, which are typically based on incomplete information as to the probabilities involved in various aspects of the current mission parameters.

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[download id=”7203″]