A feature learning approach based on XGBoost for driving assessment and risk prediction
Author:
Publisher
Elsevier BV
Subject
Public Health, Environmental and Occupational Health,Safety, Risk, Reliability and Quality,Human Factors and Ergonomics
Reference26 articles.
1. Assessing safety critical braking events in naturalistic driving studies;Bagdadi;Transp. Res. Part F: Traff. Psychol. Behav.,2013
2. A study of the behavior of several methods for balancing machine learning training data;Batista;ACM SIGKDD Explorat. Newslett.,2004
3. Classifying imbalanced data sets using similarity based hierarchical decomposition;Beyan;Pattern Recognit.,2015
4. Comparison of two simulation approaches to safety assessment: cellular automata and SSAM;Chai;J. Transp. Eng.,2015
5. Fuzzy cellular automata model for signalized intersections;Chai;Comp. Aid. Civ. Infrastr. Eng.,2015
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