Curated 4 Class Anomaly Detection Data Set

A Dataset, Sample Flight Data - 1 year, 3 months ago

Shared By: Bryan Matthews

This data contains a 160 second window snapshot of ~99K flights on final approach when the flights are crossing 1,000 ft before touchdown. There are ...

Discovery of Precursors to Adverse Events using Time Series Data

A Publication, Discovering Precursors to Adverse Events in Time Series - 7 years, 9 months ago

Shared By: Vijay Manikandan Janakiraman

We develop an algorithm for automatic discovery of precursors in time series data (ADOPT). In a time series setting, a precursor may be considered as ...

Comparative Study of Metroplex Airspace and Procedures Using Machine Learning to Discover Flight Track Anomalies

A Publication, Bryan Matthews's Collection - 8 years ago

Shared By: Bryan Matthews

The National Airspace (NAS) is constantly changing and adapting to new and complex challenges, and as a result Next Generation Air Transportation System (NextGen) will ...

anomaly detection aviation safety metroplex svm pdars

Automated Discovery of Flight Track Anomalies

A Publication, Bryan Matthews's Collection - 8 years, 11 months ago

Shared By: Bryan Matthews

As new technologies are developed to handle the complexities of the Next Generation Air Transportation System (NextGen), it is increasingly important to address both current ...

Discovery of Abnormal Flight Patterns in Flight Track Data

A Publication, Bryan Matthews's Collection - 9 years, 7 months ago

Shared By: Bryan Matthews

The National Airspace System (NAS) is an ever changing and complex engineering system. As the Next Generation Air Transportation System (NextGen) is developed, there will ...

Discovering Anomalous Aviation Safety Events Using Scalable Data Mining Algorithms

A Publication, Bryan Matthews's Collection - 9 years, 7 months ago

Shared By: Bryan Matthews

The worldwide civilian aviation system is one of the most complex dynamical systems created. Most modern commercial aircraft have onboard flight data recorders that record ...

FAQ

Other, Sample Flight Data - 10 years, 1 month ago

Shared By: Bryan Matthews

Answers to frequently asked questions will be posted here for the benefit of all users of this data. Questions posed in the future may also ...

Sample Report

Other, Bryan Matthews's Collection - 10 years, 8 months ago

Shared By: Bryan Matthews

Sample report in support of "Discovering Anomalous Aviation Safety Events Using Scalable Data Mining Algorithms" manuscript.

Flight Data For Tail 687

A Dataset, Sample Flight Data - 10 years, 9 months ago

Shared By: Bryan Matthews

The following zip files contain individual flight recorded data in Matlab file format. There are 186 parameters each with a data structure that contains the ...