A distributed smart fusion framework based on hard and soft sensors

Girija CHETTY, Mohammad Yamin

    Research output: Contribution to journalArticle

    Abstract

    In this paper we propose a novel intelligent processing approach based on hard and soft sensor fusion for obtaining better actionable intelligence from automatic computer based decision support systems. The proposed smart fusion framework with particular focus on combining heterogeneous, multimedia, multimodal real-time big data streams---from hard and soft smart phone sensors, allows synergistic fusion to be achieved, leading to better operational intelligence from the computer based decision support systems. The details of this framework implementation with a component based software platform---the msifStudio, and its evaluation for some of the use case application scenarios is presented here.
    Original languageEnglish
    Pages (from-to)19-31
    Number of pages13
    JournalInternational Journal of Information Technology
    Volume9
    Issue number1
    DOIs
    Publication statusPublished - 2017

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    Fusion reactions
    Decision support systems
    Sensors
    Processing
    Big data

    Cite this

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    title = "A distributed smart fusion framework based on hard and soft sensors",
    abstract = "In this paper we propose a novel intelligent processing approach based on hard and soft sensor fusion for obtaining better actionable intelligence from automatic computer based decision support systems. The proposed smart fusion framework with particular focus on combining heterogeneous, multimedia, multimodal real-time big data streams---from hard and soft smart phone sensors, allows synergistic fusion to be achieved, leading to better operational intelligence from the computer based decision support systems. The details of this framework implementation with a component based software platform---the msifStudio, and its evaluation for some of the use case application scenarios is presented here.",
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    A distributed smart fusion framework based on hard and soft sensors. / CHETTY, Girija; Yamin, Mohammad.

    In: International Journal of Information Technology , Vol. 9, No. 1, 2017, p. 19-31.

    Research output: Contribution to journalArticle

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    AU - CHETTY, Girija

    AU - Yamin, Mohammad

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    AB - In this paper we propose a novel intelligent processing approach based on hard and soft sensor fusion for obtaining better actionable intelligence from automatic computer based decision support systems. The proposed smart fusion framework with particular focus on combining heterogeneous, multimedia, multimodal real-time big data streams---from hard and soft smart phone sensors, allows synergistic fusion to be achieved, leading to better operational intelligence from the computer based decision support systems. The details of this framework implementation with a component based software platform---the msifStudio, and its evaluation for some of the use case application scenarios is presented here.

    KW - multimodal

    KW - fusion

    KW - incident-response

    UR - http://www.mendeley.com/research/distributed-smart-fusion-framework-based-hard-soft-sensors

    U2 - 10.1007/s41870-017-0008-9

    DO - 10.1007/s41870-017-0008-9

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    JO - International Journal of Information Technology

    JF - International Journal of Information Technology

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