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  • Multiple Kernel Learning for Heterogeneous Anomaly Detection: Algorithm and Aviation Safety Case Study

    A Publication, Multiple Kernel Learning based Heterogeneous Algorithm (MKAD) - 13 years, 7 months ago

    Shared By: Bryan Matthews

    The world-wide aviation system is one of the most complex dynamical systems ever developed and is generating data at an extremely rapid rate. Most modern ...

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  • MKAD Synthetic Data

    A Dataset, Multiple Kernel Learning based Heterogeneous Algorithm (MKAD) - 13 years, 7 months ago

    Shared By: Bryan Matthews

    Synthetic data used to demonstrate the effectiveness of the MKAD algorithm with respect to detecting anomalies in both the continuous numerical data and binary discrete ...

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  • Optimal Alarm Systems

    An Algorithm, Optimal Alarm Systems for Anomaly Detection - 9 years, 4 months ago

    Shared By: RODNEY MARTIN

    An optimal alarm system is simply an optimal level-crossing predictor that can be designed to elicit the fewest false alarms for a fixed detection probability. ...

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