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A Distributed Big Data Analytics Model for Traffic Accidents Classification and Recognition based on SparkMlLib Cores Cover

A Distributed Big Data Analytics Model for Traffic Accidents Classification and Recognition based on SparkMlLib Cores

Journal of Automation, Mobile Robotics and Intelligent Systems
Volume 16 (2022): Issue 4 (December 2022)
By: Imad El Mallahi,  Jamal Riffi,  Hamid Tairi,  Abderrahamane Ez-Zahout and  Mohamed Adnane Mahraz  
Open Access
|Oct 2023

Authors

Imad El Mallahi

imade.elmallahi@usmba.ac.ma

Phd Student in Big Data analytics, traffic accidents, Artificial Intelligence, LISAC Laboratory, Department of Computer Sciences, Faculty of Science, Sidi Mohamed Ben Abdellah University of Fez, Fez, Morocco

Jamal Riffi

Sidi Mohammed ben Abdellah University, Faculty of Sciences Dhar el Mahraz, Sidi Mohammed ben Abdellah University, Faculty of Sciences Dhar el Mahraz, LISAC laboratory, Fez, Morocco

Hamid Tairi

Sidi Mohammed ben Abdellah University, Faculty of Sciences Dhar el Mahraz, Sidi Mohammed ben Abdellah University, Faculty of Sciences Dhar el Mahraz, LISAC laboratory, Fez, Morocco

Abderrahamane Ez-Zahout

Mohamed V University, Faculty of Sciences, Intelligent Processing Systems & Security Team (IPSS) Computer Science Department, Rabat, Morocco

Mohamed Adnane Mahraz

Mohamed V University, Faculty of Sciences, Intelligent Processing Systems & Security Team (IPSS) Computer Science Department, Rabat, Morocco
DOI: https://doi.org/10.14313/jamris/4-2022/34 | Journal eISSN: 2080-2145 | Journal ISSN: 1897-8649
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Language: English
Page range: 62 - 71
Submitted on: Jun 21, 2022
Accepted on: Aug 2, 2022
Published on: Oct 20, 2023
Published by: Łukasiewicz Research Network – Industrial Research Institute for Automation and Measurements PIAP
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
Big data,
machine learning,
traffic accident,
severity prediction,
convolutional neural network
Related subjects:
Computer sciences,
Artificial intelligence,
Engineering,
Electrical engineering,
Control engineering, metrology and testing,
Mechanical engineering,
Fundamentals of mechanical engineering

© 2023 Imad El Mallahi, Jamal Riffi, Hamid Tairi, Abderrahamane Ez-Zahout, Mohamed Adnane Mahraz, published by Łukasiewicz Research Network – Industrial Research Institute for Automation and Measurements PIAP
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

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