Affordable non-traditional source data mining for context assessment to improve distributed fusion system robustness

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 8756, Issue , 2013, Pages

  Bowman, Christopher ^a   Haith, Gary ^a   Steinberg, Alan ^b   Morefield, Charles ^a   Morefield, Michael ^a  

^a Data Fusion and Neural Networks ^*  (United States)

^b GEORGIA TECH RESEARCH INSTITUTE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE METHODS; DATA MINING METHODS; DISTRIBUTED FUSION; HIGH-LEVEL FUSIONS; INTELLIGENCE SURVEILLANCE AND RECONNAISSANCES; RESOURCE MANAGEMENT; SITUATION MODELING; TECHNICAL ARCHITECTURE;

ALGORITHMS; DATA FUSION; DATA MINING; INFORMATION FUSION; NETWORK ARCHITECTURE;

SEARCH ENGINES;

EID: 84881191144     PISSN: 0277786X     EISSN: 1996756X     Source Type: Conference Proceeding    
DOI: 10.1117/12.2018386     Document Type: Conference Paper

References (15)

1. Christopher L. Bowman, "Process Assessment and Process Management for Intelligent Data Fusion & Resource Management Systems", AIAA Space 2012 Pasadena, CA Sept 2012.
2. Alan N Steinberg and Christopher L. Bowman, "Revisions to the JDL data fusion model, " Chapter 3 of Handbook of Multisensor Data Fusion, ed. Martin E. Liggins, David L. Hall and James Llinas, CRC Press, London, 2008.
3. Alan N. Steinberg, "Foundations of Situation and Threat Assessment, " Chapter 18 of Handbook of Multisensor Data Fusion, ed. Martin E. Liggins, David L. Hall and James Llinas, CRC Press, London, 2009.
4. Bowman, C. L., "The Dual Node Network (DNN) Data Fusion & Resource Management (DF&RM) Architecture" AIAA Intelligent Systems Conference, Chicago, September 20-22, 2004.
5. Alan N. Steinberg, "Adaptive evidence accrual for context-sensitive situation understanding, " Chapter of NATO ARW Group Report, Human Factors Integration to Enhance Maritime Domain Awareness for Port/Harbour Security Systems, Opatija, Croatia, 2008 (forthcoming 2010).
6. Alan N. Steinberg, "Agent/source characterization for exploitation of human-generated intelligence, " Proc., Twelfth International Conference on Information Fusion, Seattle, 2009.
7. Alan N. Steinberg, "Context-sensitive data fusion using Structural Equation Modeling, " Proc., Twelfth International Conference on Information Fusion, Seattle, 2009.
8. Bowman, "Possibilistic Verses Probabilistic Trade-Off for Data Association" SPIE, Orlando Florida, Proceedings Signal and Data Processing of Small Targets (Session 1954), April, 1993.
9. Haith, G. and Bowman, C, "Data-driven Performance Assessment and Process Management for Space Situational Awareness", to appear in Journal of Aerospace Computing, Information, and Communication (JACIC) and 2010 AIAA Infotech@Aerospace Conference, Atlanta, GA, Apr 2012.
10. Steinberg, A. N., "Situation management for counter piracy, " NATO ARW Group Report, Human Factors Integration to Enhance Maritime Domain Awareness for Port/Harbour Security Systems, Salamanca, Spain, September 2011 (IOS Press, forthcoming 2013).
11. Steinberg, A. N., "Agent/source characterization for exploitation of human-generated intelligence, " Proc., Twelfth International Conference on Information Fusion, Seattle, 2009.
12. Steinberg, A. N., "Context-sensitive data fusion using structural equation modeling, " Proc., Twelfth International Conference on Information Fusion, Seattle, 2009.
13. Bowman, C. and Tschan, C., "Data-Driven & Goal-Driven Computational Intelligence for Autonomy and Affordability", AIAA InfoTech Aerospace Conference, Garden Grove, CA., June 2012.
14. Bowman, C. and Tschan, C., "Condition-Based Health Management (CBHM) Architectures", 2011 AIAA InfoTech Aerospace Conference, St. Louis, Apr 2011.
15. Steinberg, A.N. and Bowman, C.L., "Adaptive Context Exploitation, " Proc. SPIE Defense, Security, and Sensing Conference, April 2013.