11 See All 1 Datasets 5 Algorithms 4 Publications 1 Others

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  • MKAD (Open Sourced Code)

    An Algorithm, Multiple Kernel Learning based Heterogeneous Algorithm (MKAD) - 4 years, 10 months ago

    Shared By: Bryan Matthews

    The Multiple Kernel Anomaly Detection (MKAD) algorithm is designed for anomaly detection over a set of files. It combines multiple kernels into a single optimization ...

    meatball

  • 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 ...

    meatball

  • 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 ...

    meatball

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