Data fusion for situation monitoring, incident detection, alert and response management /
[Book]
edited by Elisa Shahbazian, Galina Rogova, Pierre Valin.
Amsterdam :
IOS Press,
2005.
1 online resource (xii, 820 pages) :
illustrations
NATO science series. Series III, Computer and systems sciences ;
vol. 198
Proceedings of the NATO Advanced Study Institute on Data fusion for situation monitoring, incident detection, alert and response management.
Published in cooperation with NATO Public Diplomacy Division.
Includes bibliographical references and index.
Title page; Preface; Contents; Fusion Methodology; Information Fusion for Decision Making; A Gentle Introduction to Fusion of Multiple Pattern Classifiers; Uncertainty Management for Intelligence Analysis; Knowledge, Uncertainty and Belief in Information Fusion and Situation Analysis; Information Evaluation: A Formalisation of Operational Recommendations; Fusion Techniques for Airborne and Spaceborne Identification of Objects; Distributed Fusion: Learning in Multi-Agent Systems for Time Critical Decision Making; Active Robotic Sensing as Decision Making with Statistical Methods.
A New Genetic Algorithm for Global Optimization of Resources in Naval WarfareCalculus of Variations and Data Fusion; Reliability in Multiple Hypotheses Testing and Identification Problems; Human Computer Interaction; Decision Support in Command and Control; Multimodal Input Fusion in Human-Computer Interaction; Spatio-Temporal Data Visualization and Analysis for Multi-Target Tracking; Systems and Architectures; Principles of Sy.
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Data Fusion is an interdisciplinary technology domain. This work focuses on the mature phase of data fusion, namely the detection and identification/classification of phenomena being observed and exploitation of the related methods for Security-Related Civil Science and Technology (SST) applications.
IOS Press
978-1-58603-536-5
Data fusion for situation monitoring, incident detection, alert and response management.