- Related Research Areas
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Data Mining and Knowledge Discovery,
Diagnostics,
Human Factors,
Prognostics,
Verification and Validation
- Project Description
- Information on tools and technologies developed by NASA for Commercial and General Aviation Operators.
Check out some of the Opensource tools available:
MKAD
MKAD (Multiple Kernel Anomaly Detection) is a software tool that can be used for anomaly detection.
Nu-Anomica
Nu-Anomica is a One Class Support Vector Machine algorithm (OCSVM) that can be ut...Moreilized on continuous (eg, engine temperature or fuel flow) data.
MPD
MPD ++ MPD ++ is a much faster version of Matching Pursuit Decomposition (MPD), a feature extraction tool.
StableGP
Is a Gaussian Process Regression tool and can be used to predict failure or adverse events.
sequenceMiner
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
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
MTS allows safety analysts to search for specific patterns in multivariate data.
And a few more......Less
- Project Administrator(s):
-
Elizabeth Foughty,
-
Ashok Srivastava,
-
Kanishka Bhaduri,
-
Bryan Matthews
Members
Tags
Aviation Safety
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