Mathematical Basis of Knowledge Discovery and Autonomous Intelligent Architectures

Abstract

Global awareness (GA) entails the acquisition of data from local to global levels appropriate fusing of the data and presentation of that data as useful information. This data will then be fused to fully describe situations of interest such as large transportation systems and complex communication systems. This project specifically aims at developing the mathematical basis architecture and software techniques implementing particular new technologies to support Global Awareness and comprises six main tasks, Task 1 was: 1. Autonomous Information Collection and Knowledge Discovery from Data (KDD) Techniques and Software Prototype for Knowledge-Based Data Fusion; including addendums on "Multi-agent Information Fusion for Situation Assessment and Prediction: Architecture, Case Study and Software Prototype", "Multi-agent Information Fusion for Situation Assessment and Prediction: Process Flow- and Data with Missing Value-based On-line Situation Assessment Update","Multi-agent Technology for Airspace Deconfliction".

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Document Details

Document Type
Technical Report
Publication Date
Nov 01, 2005
Accession Number
ADA445826

Entities

People

  • Vladimir I. Gorodetsky

Organizations

  • Russian Academy of Sciences

Tags

Communities of Interest

  • Autonomy

DTIC Thesaurus Topics

  • Acquisition
  • Air Traffic
  • Case Studies
  • Communication Systems
  • Computer Programming
  • Computer Science
  • Computers
  • Computing System Architectures
  • Data Fusion
  • Detection
  • Models
  • Multiagent Systems
  • Prototypes
  • Simulations
  • Situational Awareness
  • Standards
  • Time Intervals

Fields of Study

  • Computer science

Readers

  • Agent-Based Social Robotics and Mobile-Assisted Learning in Virtual Environments.
  • Enterprise Information Systems Architecture and Joint Command Capability Interoperability Support.
  • Team-Based Human-Centered Cognitive Task Decision Making and Information Performance.

Technology Areas

  • Space