Agent-based information fusion

Das, Subrata

doi:10.1016/j.inffus.2010.01.008

Cited by 10 publications

(2 citation statements)

References 14 publications

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“…Previous Fusion Conference panel discussion papers related to HLIF include knowledge representation (Fusion05) [7], resource management coordination with situation and threat assessment (Fusion06) [8, 9, 10], agent-based design (Fusion07) [11], and HLIF challenges (Fusion08) [12]. Three panel discussions were conducted at Fusion09 without papers: Many of the authors of this Fusion10 HLIF panel coordinated on previous publications, but continual refinement of HLIF contemporary are desired.…”

Section: Previous Related Panel Discussionmentioning

confidence: 99%

High Level Information Fusion developments, issues, and grand challenges: Fusion 2010 panel discussion

Blasch

Llinas

Lambert

et al. 2010

2010 13th International Conference on Information Fusion

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-The goal of the High-Level Information Fusion (HLIF) Panel Discussion is to present contemporary HLIF advances and developments to determine unsolved grand challenges and issues. The discussion will address the issues between low-level (signal processing and object state estimation and characterization) and high-level information fusion (control, situational understanding, and relationships to the environment). Specific areas of interest include modeling (situations, environments), representations (semantic, knowledge, and complex), systems design (scenario-based, user-based, distributedagent) The HLIF panel discussion's goal is to highlight the unsolved problems and concerns to motivate the information fusion community towards systems-level solutions. The panelists' expert perspectives are based on three areas: (1) previous panel discussions and summaries, (2) an integrated list of HLIF challenges, and (3) companion papers presented at the Fusion2010 conference (note we switch to Fusion10 to refer to the conference). Previous Related Panel DiscussionsPanel discussions provide a valuable resource to the community to overview the current techniques and provide areas of concern for future research. Previous Fusion Conference panel discussion papers related to HLIF include knowledge representation (Fusion05) [7], resource management coordination with situation and threat assessment (Fusion06) [8, 9, 10], agent-based design (Fusion07) [11], and HLIF challenges (Fusion08) [12]. Three panel discussions were conducted at Fusion09 without papers: Many of the authors of this Fusion10 HLIF panel coordinated on previous publications, but continual refinement of HLIF contemporary are desired. The panel discussion follows from a day-long event special session. There are most likely other papers at Fusion10 that are related that would validate good questions from the audience to the panelists. Many of the participants to the special session would be encouraged to voice their opinions and questions to the moderated panel.

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Section: Previous Related Panel Discussionmentioning

confidence: 99%

High Level Information Fusion developments, issues, and grand challenges: Fusion 2010 panel discussion

Blasch

Llinas

Lambert

et al. 2010

2010 13th International Conference on Information Fusion

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“…Agent technologies have been applied to build fusion systems at different levels [126]. At the higher levels there are many examples, such as agents dealing with situation management or event analysis [127].…”

Section: Situation Assessmentmentioning

confidence: 99%

Context-based Information Fusion: A survey and discussion

2015

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This survey aims to provide a comprehensive status of recent and current research on context-based Information Fusion (IF) systems, tracing back the roots of the original thinking behind the development of the concept of ''context''. It shows how its fortune in the distributed computing world eventually per-meated in the world of IF, discussing the current strategies and techniques, and hinting possible future trends. IF processes can represent context at different levels (structural and physical constraints of the scenario, a priori known operational rules between entities and environment, dynamic relationships modelled to interpret the system output, etc.). In addition to the survey, several novel context exploita-tion dynamics and architectural aspects peculiar to the fusion domain are presented and discussed.

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A representative bibliography of surveys in the information fusion domain

Dasarathy¹

2010

Information Fusion

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Agent-based information fusion

Cited by 10 publications

References 14 publications

High Level Information Fusion developments, issues, and grand challenges: Fusion 2010 panel discussion

High Level Information Fusion developments, issues, and grand challenges: Fusion 2010 panel discussion

Context-based Information Fusion: A survey and discussion

A representative bibliography of surveys in the information fusion domain

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