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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 7 | Month- July 2024
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Published Paper Details:
Paper Title
TS Predictor - An Approach to Analyze and Forecast Time Series
Authors
Phulen Mahato
Keywords
Time series data analysis, data forecasting, training dataset, testing dataset, noise removal, data normalization, sequential pattern, Long short-term memory.
Abstract
In this work, a methodology has been proposed for analysis & forecasting of time series data. The methodology involves collecting historical stock data, preprocessing the data such as handling of incomplete data, duplicate data, and incorrectly formatted data, dealing with outliers, data normalization to ensure all inputs are on a similar scale, splitting the dataset into training and testing data sets, organize the dataset into sequential pattern. Train the proposed model using training dataset. Finally we have used the test dataset to evaluate the performance of the model. Our proposed model produces better accuracy in prediction when compared to the similar work done in the same field.
IJCRT's Publication Details
Unique Identification Number - IJCRT2310011
Paper ID - 244695
Page Number(s) - a77-a82
Pubished in - Volume 11 | Issue 10 | October 2023
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Phulen Mahato, "TS Predictor - An Approach to Analyze and Forecast Time Series", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.11, Issue 10, pp.a77-a82, October 2023, Available at :http://www.ijcrt.org/papers/IJCRT2310011.pdf
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Volume 12 | Issue 7
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Submit Manuscript Online Impact Factor: 7.97 Review Results : Within 02-03 Days Paper Publication : Within 02-03 Days
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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