Scipediacontent: Scipediacontent moved page Draft Content 257134505 to Rahman 2020a

2021-02-03T20:18:16Z

Scipediacontent moved page Draft Content 257134505 to Rahman 2020a

Scipediacontent: Created page with " == Abstract == International audience; When two or more airplanes find themselves less than a minimum distance apart on their trajectory, it is called a conflict situation...."

2021-02-03T20:18:13Z

Created page with " == Abstract == International audience; When two or more airplanes find themselves less than a minimum distance apart on their trajectory, it is called a conflict situation...."

New page

== Abstract ==

International audience; When two or more airplanes find themselves less than a minimum distance apart on their trajectory, it is called a conflict situation. To solve a conflict, air traffic controllers use various types of information and decide on actions pilots have to apply on the fly. With the increase of the air traffic, the controllers’ workload increases; making quick and accurate decisions is more and more complex for humans. Our research work aims at reducing the controllers’ workload and help them in making the most appropriate decisions. More specifically, our PhD goal is to develop a model that learns the best possible action(s) to solve aircraft conflicts based on past decisions or examples. As the first steps in this work, we present a Conflict Resolution Deep Neural Network (CR-DNN) model as well as the evaluation framework we will follow to evaluate our model and a data set we developed for evaluation.

== Original document ==

The different versions of the original document can be found in:

* [https://hal-enac.archives-ouvertes.fr/hal-02921265 https://hal-enac.archives-ouvertes.fr/hal-02921265]

* [http://link.springer.com/content/pdf/10.1007/978-3-030-55814-7_31 http://link.springer.com/content/pdf/10.1007/978-3-030-55814-7_31],
: [http://dx.doi.org/10.1007/978-3-030-55814-7_31 http://dx.doi.org/10.1007/978-3-030-55814-7_31] under the license http://www.springer.com/tdm

* [https://link.springer.com/chapter/10.1007%2F978-3-030-55814-7_31 https://link.springer.com/chapter/10.1007%2F978-3-030-55814-7_31],
: [https://dblp.uni-trier.de/db/conf/adbis/adbis2020w.html#Rahman20 https://dblp.uni-trier.de/db/conf/adbis/adbis2020w.html#Rahman20],
: [https://academic.microsoft.com/#/detail/3067613617 https://academic.microsoft.com/#/detail/3067613617]

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Rahman 2020a - Revision history

Scipediacontent: Scipediacontent moved page Draft Content 257134505 to Rahman 2020a

Scipediacontent: Created page with " == Abstract == International audience; When two or more airplanes find themselves less than a minimum distance apart on their trajectory, it is called a conflict situation...."