UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 10 Issue 8
August-2023
eISSN: 2349-5162

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

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Published Paper ID:
JETIR2308505


Registration ID:
523682

Page Number

f26-f29

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Title

Prediction of Delay in Flights using Machine Learning Techniques: A Review

Abstract

Predicting flight delays is crucial for the aviation industry to improve operational efficiency and enhance passenger experience. Machine learning techniques have emerged as powerful tools for forecasting flight delays by leveraging historical data and various features. This review provides an overview of the prediction of delay in flights using machine learning techniques. The review highlights the importance of data quality in achieving accurate predictions. Comprehensive and reliable datasets, encompassing factors such as historical flight data, weather conditions, airport congestion, and aircraft information, are essential for robust models. Effective feature engineering is another crucial aspect, as it enables capturing relevant indicators such as departure/arrival time, airline, airport, weather conditions, previous delays, and holidays.

Key Words

Machine Learning, Flight, Delay, Prediction.

Cite This Article

"Prediction of Delay in Flights using Machine Learning Techniques: A Review", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.10, Issue 8, page no.f26-f29, August-2023, Available :http://www.jetir.org/papers/JETIR2308505.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

"Prediction of Delay in Flights using Machine Learning Techniques: A Review", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.10, Issue 8, page no. ppf26-f29, August-2023, Available at : http://www.jetir.org/papers/JETIR2308505.pdf

Publication Details

Published Paper ID: JETIR2308505
Registration ID: 523682
Published In: Volume 10 | Issue 8 | Year August-2023
DOI (Digital Object Identifier):
Page No: f26-f29
Country: raisen road Bhopal, MP, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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