Classification of Aviation Accidents Using Data Mining Algorithms

نویسندگان

چکیده

Air transportation is a very preferred type of for long-distance trips worldwide. This has made great progress with the development technology. In addition to its technological developments, passenger capacity gradually increasing due fast and secure access. contrast, mortality rate quite high in case an airplane accident, hundreds people die single accident. research aims classification several accidents find crucial factors their overall impacts on mentioned this study, appropriate data associated said worldwide since 2000 have been collected then analyzed using sequential minimal optimization, decision tree (J48), Naive Bayes. It revealed that algorithm provided most accurate results study. Finally, comments were elaborated about each stage reduce accidents. If these evaluations are taken into account, air transport will be much more reliable thus loss life minimized.

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ژورنال

عنوان ژورنال: Balkan journal of electrical & computer engineering

سال: 2022

ISSN: ['2147-284X']

DOI: https://doi.org/10.17694/bajece.793368