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Title: :  A REVIEW OF TRAFFIC PREDICTION USING TIME SERIES ANALYSIS
PaperId: :  14207
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 7 Issue 3 2021
DUI:    16.0415/IJARIIE-14207
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
ANKUSH YADAVPOORNIMA COLLEGE OF ENGINEERING
ABHISHEK AGRAWALPOORNIMA COLLEGE OF ENGINEERING
GAURAV PIPADAPOORNIMA COLLEGE OF ENGINEERING
Harsh UpadhyayPOORNIMA COLLEGE OF ENGINEERING
ABHISHEK PATIDARPOORNIMA COLLEGE OF ENGINEERING

Abstract

computer engineering
Deep learning, Traffic flow prediction, Intelligent Transportation System (ITS), SARIMA (seasonal autoregressive integrated moving average), SDGM (seasonal discrete grey model structure, ANN (artificial neural network), SVR (support vector regression), MAPE (mean absolute percentage err
Traffic data is significant in planning an intelligent or smart city. Presently – a day's numerous clever vehicle frameworks utilize current advancements to foresee traffic stream, to limit mishaps on street, to anticipate speed of a vehicle and so forth the traffic stream expectation is an engaging examination field. We are utilizing deep learning calculations to conjecture genuine traffic data. At the point when traffic data turns out to be big data, a few strategies to improve the exactness of traffic forecast are additionally talked about with the assistance of big data examination.

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IJARIIE ANKUSH YADAV, ABHISHEK AGRAWAL, GAURAV PIPADA, Harsh Upadhyay, and ABHISHEK PATIDAR. "A REVIEW OF TRAFFIC PREDICTION USING TIME SERIES ANALYSIS" International Journal Of Advance Research And Innovative Ideas In Education Volume 7 Issue 3 2021 Page 419-423
MLA ANKUSH YADAV, ABHISHEK AGRAWAL, GAURAV PIPADA, Harsh Upadhyay, and ABHISHEK PATIDAR. "A REVIEW OF TRAFFIC PREDICTION USING TIME SERIES ANALYSIS." International Journal Of Advance Research And Innovative Ideas In Education 7.3(2021) : 419-423.
APA ANKUSH YADAV, ABHISHEK AGRAWAL, GAURAV PIPADA, Harsh Upadhyay, & ABHISHEK PATIDAR. (2021). A REVIEW OF TRAFFIC PREDICTION USING TIME SERIES ANALYSIS. International Journal Of Advance Research And Innovative Ideas In Education, 7(3), 419-423.
Chicago ANKUSH YADAV, ABHISHEK AGRAWAL, GAURAV PIPADA, Harsh Upadhyay, and ABHISHEK PATIDAR. "A REVIEW OF TRAFFIC PREDICTION USING TIME SERIES ANALYSIS." International Journal Of Advance Research And Innovative Ideas In Education 7, no. 3 (2021) : 419-423.
Oxford ANKUSH YADAV, ABHISHEK AGRAWAL, GAURAV PIPADA, Harsh Upadhyay, and ABHISHEK PATIDAR. 'A REVIEW OF TRAFFIC PREDICTION USING TIME SERIES ANALYSIS', International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 3, 2021, p. 419-423. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/A_REVIEW_OF_TRAFFIC_PREDICTION_USING_TIME_SERIES_ANALYSIS_ijariie14207.pdf (Accessed : 05 December 2025).
Harvard ANKUSH YADAV, ABHISHEK AGRAWAL, GAURAV PIPADA, Harsh Upadhyay, and ABHISHEK PATIDAR. (2021) 'A REVIEW OF TRAFFIC PREDICTION USING TIME SERIES ANALYSIS', International Journal Of Advance Research And Innovative Ideas In Education, 7(3), pp. 419-423IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/A_REVIEW_OF_TRAFFIC_PREDICTION_USING_TIME_SERIES_ANALYSIS_ijariie14207.pdf (Accessed : 05 December 2025)
IEEE ANKUSH YADAV, ABHISHEK AGRAWAL, GAURAV PIPADA, Harsh Upadhyay, and ABHISHEK PATIDAR, "A REVIEW OF TRAFFIC PREDICTION USING TIME SERIES ANALYSIS," International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 3, pp. 419-423, May-Jun 2021. [Online]. Available: https://ijariie.com/AdminUploadPdf/A_REVIEW_OF_TRAFFIC_PREDICTION_USING_TIME_SERIES_ANALYSIS_ijariie14207.pdf [Accessed : 05 December 2025].
Turabian ANKUSH YADAV, ABHISHEK AGRAWAL, GAURAV PIPADA, Harsh Upadhyay, and ABHISHEK PATIDAR. "A REVIEW OF TRAFFIC PREDICTION USING TIME SERIES ANALYSIS." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 7 number 3 (05 December 2025).
Vancouver ANKUSH YADAV, ABHISHEK AGRAWAL, GAURAV PIPADA, Harsh Upadhyay, and ABHISHEK PATIDAR. A REVIEW OF TRAFFIC PREDICTION USING TIME SERIES ANALYSIS. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2021 [Cited : 05 December 2025]; 7(3) : 419-423. Available from: https://ijariie.com/AdminUploadPdf/A_REVIEW_OF_TRAFFIC_PREDICTION_USING_TIME_SERIES_ANALYSIS_ijariie14207.pdf
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