Identifying Aliases in Graphs

Abstract

Topics discussed in these briefing charts are motivate, definition and model, alias identification and conclusions. Conclusions are: social space provides a mechanism for modeling and inference on graphs and time series of graphs. Dot product graph model is simple, but easy to fit using linear algebra. Sparse matrix approaches can make this efficient. It is possible to add covariates (measurements at the nodes) into the model and still use the linear algebra approach, but this work is preliminary.

Open PDF

Document Details

Document Type
Technical Report
Publication Date
May 21, 2008
Accession Number
ADA517224

Entities

People

  • David J. Marchette

Organizations

  • Naval Surface Warfare Center

Tags

Communities of Interest

  • Sensors

DTIC Thesaurus Topics

  • Abstracts
  • Algebra
  • Algorithms
  • Generative Models
  • Identification
  • Information Operations
  • Linear Algebra
  • Matched Filters
  • Models
  • Motivation
  • National Security
  • Probability
  • Security
  • Social Networks
  • Sparse Matrix
  • Surface Warfare

Readers

  • Graph Algorithms and Convex Optimization.
  • Regression Analysis.
  • Systems Analysis and Design

Technology Areas

  • AI & ML
  • AI & ML - Machine Learning Algorithms
  • Space