- Related Research Areas
- Data Mining and Knowledge Discovery, Diagnostics, Human Factors, Prognostics, Verification and Validation
Information on tools and technologies developed by NASA for Commercial and General Aviation Operators.
Check out some of the Opensource tools available:
MKAD (Multiple Kernel Anomaly Detection) is a software tool that can be used for anomaly detection.
Nu-Anomica is a One Class Support Vector Machine algorithm (OCSVM) that can be utilized on continuous (eg, engine temperature or fuel flow) data.
MPD ++ MPD ++ is a much faster version of Matching Pursuit Decomposition (MPD), a feature extraction tool.
Is a Gaussian Process Regression tool and can be used to predict failure or adverse events.
The SequenceMiner was developed to address the problem of detecting and describing anomalies in large data sets from recordings of switch sensors in the cockpits of commercial airliners
Mariana is a text mining tool that can be applied to written reports such as ASRS reports, determining the likely categories that each report falls into, for example Runway incursion or Bird Strike.
Other NASA tools
MTS allows safety analysts to search for specific patterns in multivariate data.
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