Performance Evaluation of Machine Learning Techniques on Flight Delay Prediction

2021 ◽  
pp. 165-173
Author(s):  
Irmak Daldır ◽  
Nedret Tosun ◽  
Ömür Tosun
Keyword(s):  
Machine Learning ◽  
Performance Evaluation ◽  
Machine Learning Techniques ◽  
Learning Techniques ◽  
Flight Delay ◽  
Delay Prediction

Delay Prediction of Aircrafts Based on Health Monitoring Data

2016 ◽  
Vol 4 (1) ◽  
Author(s):  
B. A. Dattaram ◽  
N. Madhusudanan
Keyword(s):  
Machine Learning ◽  
Health Monitoring ◽  
Monitoring Data ◽  
Machine Learning Techniques ◽  
Learning Techniques ◽  
Flight Delay ◽  
Delay Prediction ◽  
The Relationship

Flight delay is a major issue faced by airline companies. Delay in the aircraft take off can lead to penalty and extra payment to airport authorities leading to revenue loss. The causes for delays can be weather, traffic queues or component issues. In this paper, we focus on the problem of delays due to component issues in the aircraft. In particular, this paper explores the analysis of aircraft delays based on health monitoring data from the aircraft. This paper analyzes and establishes the relationship between health monitoring data and the delay of the aircrafts using exploratory analytics, stochastic approaches and machine learning techniques.

MACHINE LEARNING TECHNIQUES FOR ANALYSIS OF EGYPTIAN FLIGHT DELAY

2018 ◽  
Vol 35 (part 1) ◽  
pp. 1-17
Author(s):  
hanaa Mohamed ◽  
shahinaz Altabbakh ◽  
Haeam Elzahed
Keyword(s):  
Machine Learning ◽  
Machine Learning Techniques ◽  
Learning Techniques ◽  
Flight Delay
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