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Data Mining and Knowledge Discovery

Anomaly detection is an active area of research for understanding safety risks in the NAS. As we move towards real time safety modeling, we explore scalable anomaly detection algorithms that are faster to train and have better detection performance.

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  • Anomaly Detection in Aviation Data using Extreme Learning Machines

    A Publication, Fast anomaly detection - 2 months ago

    Shared By: Vijay Manikandan Janakiraman

    We develop fast anomaly detection algorithms using extreme learning machines (ELM) to discover operationally significant anomalies in large aviation data sets. Anomaly detection (aka one-class ...

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Started: Mar 28, 2016

Last Activity: Mar 28, 2016

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