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Call for Papers:Vol.11 Issue.4

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Title: :  Stock Price Prediction Using Regression And Aritificial Neural Network
PaperId: :  4570
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 3 Issue 2 2017
DUI:    16.0415/IJARIIE-4570
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Vinod MehtaPimpri Chinchwad College of Engineering
Omkar ParkhiPimpri Chinchwad College of Engineering
Shridhar PomanPimpri Chinchwad College of Engineering
Kedar ParvePimpri Chinchwad College of Engineering

Abstract

Computer Engineering
Prediction methods, Stock markets, regression analysis, stock price, Neural Network.
Stock markets are highly volatile and play a vital role in terms of contibution to the economy. Most stockbrokers use feedbacks within their community as well as trends of stocks to advice clients. This paper aims to explore the rereach and developement in stock market prediction applications implementations using regression analysis and artificial neural networks. The algorithm was implemented on a 210 days data of a particular stock and 30 days testing data. This system presents two approaches to analyze the data from stock market. One of them is regression analysis of data from widely available stock market records to predict future stock prices. The other approach is artificial neural network method. The proposed system will make use of neural networks with back propagation for parallel and distributed computing and regression analysis to prevent system failure in case of sudden fluctuation in the stock price due to uuprecedented events such as natural calamity,scams, etc . The use of back propagation ensures that error is reduced and accuracy is improved.The system does not guarantee a greater accuracy however, it certainly prevents the system from failing by using regression analysis for irregular inputs.

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IJARIIE Vinod Mehta, Omkar Parkhi, Shridhar Poman, and Kedar Parve. "Stock Price Prediction Using Regression And Aritificial Neural Network" International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 2 2017 Page 3066-3068
MLA Vinod Mehta, Omkar Parkhi, Shridhar Poman, and Kedar Parve. "Stock Price Prediction Using Regression And Aritificial Neural Network." International Journal Of Advance Research And Innovative Ideas In Education 3.2(2017) : 3066-3068.
APA Vinod Mehta, Omkar Parkhi, Shridhar Poman, & Kedar Parve. (2017). Stock Price Prediction Using Regression And Aritificial Neural Network. International Journal Of Advance Research And Innovative Ideas In Education, 3(2), 3066-3068.
Chicago Vinod Mehta, Omkar Parkhi, Shridhar Poman, and Kedar Parve. "Stock Price Prediction Using Regression And Aritificial Neural Network." International Journal Of Advance Research And Innovative Ideas In Education 3, no. 2 (2017) : 3066-3068.
Oxford Vinod Mehta, Omkar Parkhi, Shridhar Poman, and Kedar Parve. 'Stock Price Prediction Using Regression And Aritificial Neural Network', International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 2, 2017, p. 3066-3068. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Stock_Price_Prediction_Using_Regression_And_Aritificial_Neural_Network_ijariie4570.pdf (Accessed : 07 May 2021).
Harvard Vinod Mehta, Omkar Parkhi, Shridhar Poman, and Kedar Parve. (2017) 'Stock Price Prediction Using Regression And Aritificial Neural Network', International Journal Of Advance Research And Innovative Ideas In Education, 3(2), pp. 3066-3068IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Stock_Price_Prediction_Using_Regression_And_Aritificial_Neural_Network_ijariie4570.pdf (Accessed : 07 May 2021)
IEEE Vinod Mehta, Omkar Parkhi, Shridhar Poman, and Kedar Parve, "Stock Price Prediction Using Regression And Aritificial Neural Network," International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 2, pp. 3066-3068, Mar-App 2017. [Online]. Available: http://ijariie.com/AdminUploadPdf/Stock_Price_Prediction_Using_Regression_And_Aritificial_Neural_Network_ijariie4570.pdf [Accessed : 07 May 2021].
Turabian Vinod Mehta, Omkar Parkhi, Shridhar Poman, and Kedar Parve. "Stock Price Prediction Using Regression And Aritificial Neural Network." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 2 (07 May 2021).
Vancouver Vinod Mehta, Omkar Parkhi, Shridhar Poman, and Kedar Parve. Stock Price Prediction Using Regression And Aritificial Neural Network. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : 07 May 2021]; 3(2) : 3066-3068. Available from: http://ijariie.com/AdminUploadPdf/Stock_Price_Prediction_Using_Regression_And_Aritificial_Neural_Network_ijariie4570.pdf
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