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Ensemble machine learning models for aviation incident risk prediction - 2019

Research Area:  Machine Learning

Abstract:

In order to evaluate the risk of hazardous events, the hybrid model fusing the prediction of SVM on the unstructured data and ensemble of deep neural networks on the structured data. It improves the system safety level by focusing on the prediction of abnormal events.

Author(s) Name:  Xiaoge Zhang, Sankaran Mahadevan

Journal name:  Decision Support Systems

Conferrence name:  

Publisher name:  Elsvier

DOI:  https://doi.org/10.1016/j.dss.2018.10.009

Volume Information:  Volume 116, January 2019, Pages 48-63