UGC Approved Journal no 63975(19)

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Published in:

Volume 8 Issue 5
May-2021
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR2105016


Registration ID:
308735

Page Number

a128-a138

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Title

Predicting delay in flights using Machine learning and Big Data

Abstract

Delay of flight has been regarded as one of the toughest difficulties in aviation control. This study analyses data from The U.S. Department of Transportation's (DOT) Bureau of Transportation Statistics (BTS) and proposes a method to model the arriving flights and three different regression algorithms to predict delay, and checking its accuracy with certain parameters. The result testing shows that this method is convenient for calculation, and also can predict the flight delays effectively. It can provide a decision basis for airport authorities. The model aims to help the authorities to predict the flight delay in order to save as much as time of the customers and also the staffs. This model increases the accuracy of the prediction and also overcomes the limitation of large data processing.

Key Words

Flight delay prediction Exploratory data analysis Regression models

Cite This Article

"Predicting delay in flights using Machine learning and Big Data ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.8, Issue 5, page no.a128-a138, May-2021, Available :http://www.jetir.org/papers/JETIR2105016.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Predicting delay in flights using Machine learning and Big Data ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.8, Issue 5, page no. ppa128-a138, May-2021, Available at : http://www.jetir.org/papers/JETIR2105016.pdf

Publication Details

Published Paper ID: JETIR2105016
Registration ID: 308735
Published In: Volume 8 | Issue 5 | Year May-2021
DOI (Digital Object Identifier):
Page No: a128-a138
Country: Narela, DELHI, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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