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Record Nr. |
UNINA9910778314503321 |
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Autore |
Das Subrata Kumar |
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Titolo |
High-level data fusion / / Subrata Das |
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Pubbl/distr/stampa |
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Boston : , : Artech House, , ©2008 |
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[Piscataqay, New Jersey] : , : IEEE Xplore, , [2008] |
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ISBN |
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Descrizione fisica |
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1 online resource (393 p.) |
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Disciplina |
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Soggetti |
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Expert systems (Computer science) |
Computational intelligence |
Human-machine systems |
Human-computer interaction |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references (p. 345-359) and index. |
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Nota di contenuto |
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Models, architectures, and data -- Mathematical preliminaries -- Approaches to handling uncertainty -- Introduction to target tracking -- Target classification and aggregation -- Model-based situation assessment -- Modeling time for situation assessment -- Handling nonlinear and hybrid models -- Decision support -- Learning of fusion models -- Towards cognitive agents for data fusion -- Distributed fusion. |
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Sommario/riassunto |
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The book explores object and situation fusion processes with an appropriate handling of uncertainties, and applies cutting-edge artificial intelligence and emerging technologies like particle filtering, spatiotemporal clustering, net-centricity, agent formalism, and distributed fusion together with essential Level 1 techniques and Level 1/2 interactions. |
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