Logo
  • Home
  • About Us
    • Aim and Scope
    • Research Area
    • Impact Factor
    • Indexing
  • For Authors
    • Authors Guidelines
    • How to publish paper?
    • Download Paper format
    • Submit Manuscript
    • Processing Charges
    • Download Copyrights Form
    • Submit Payment-Copyrights
  • Archives
    • Current Issues
    • Past Issues
    • Conference Issues
    • Special Issues
    • Advance Search
  • IJARIIE Board
    • Join as IJARIIE Board
    • Advisory Board
    • Editorial Board
    • Sr. Reviewer Board
    • Jr. Reviewer Board
  • Proposal
    • Conferece Proposal
    • Special Proposal
    • Faqs
  • Contact Us
  • Payment Detail

Call for Papers:Vol.9 Issue.5

Submission
Last date
30-Oct-2023
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-9,Issue-5. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

  • How to Publish Paper
  • Submit Manuscript
  • Processing Charges
  • Submit Payment

Archives

  • Current Issue
  • Past Issue

IJARIIE Board

  • Member Of Board
  • Join As Board

Downloads

  • Authors Guidelines
  • Manuscript Template
  • Copyrights Form

Android App

Download IJARIIE APP
  • Authors
  • Abstract
  • Citations
  • Downloads
  • Similar-Paper

Authors

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.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

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
BibTex EndNote RefMan RefWorks

Number Of Downloads


Last download on 5/7/2021 10:00:03 AM

Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
ATTENDANCE USING FACIAL RECOGNITION SYSTEMComputer EngineeringAmith K V Download
REVIEW ON EMBEDDED WEB TECHNOLOGY AND INDUSTRIAL COMMUNICATIONTECHNOLOGY Bharath Download
Search Engine Optimization with Google Updates 2022Computer Science and Engineering DHAMOTHIRAN V Download
A Review Paper on Networking TopologiesComputer ScienceSanjay GK Download
Deep Neural Networks are used to identify theft of energy in systems for managing energy.MCAShubha R Download
Writing Overview on Huge Information about De-duplication of Data in Large Firms using Cloud ComputingComputer Science & Engineering Mohd Naseerruddin Download
Redundancy in Cloud Server De-duplication of Data in Big Data (Hadoop)Computer Science & Engineering Abdul Ahad Afroz Download
Multi-threshold image segmentation based on an improved differential evolutiondata mining Zahid Hussaen Download
OBJECT DETECTION USING CNNMaster Of Computer ApplicationVinay L Download
Working Phenomena DistributerComputer EngineeringM.D Akbar Ali Download
A Three Layer Privacy Preserving Cloud Storage SchemeComputer EngineeringSaud Ahmed Khan Download
Plant Disease Prediction using the Internet Of Things. (IOT) and Machine Learning - Blister Blight in the Tea Plant.MCA (MASTER OF COMPUTER APPLICATION)Simran M Download
Cottage WorksMaster of Computer ApplicationSushma K S Download
A SURVEY OF DONOR CONNECT ANDROID APPLICATIONMaster of Computer ApplicationPreethi N.R Download
E LEARNING MANAGEMENT SYSTEM USING DJANGO FRAMEWORKMASTER OF COMPUTER APPLICATIONARUNA V Download
12
For Authors
  • Submit Paper
  • Processing Charges
  • Submit Payment
Archive
  • Current Issue
  • Past Issue
IJARIIE Board
  • Member Of Board
  • Join As Board
Privacy and Policy
Follow us

Contact Info
  • +91-8401209201 (India)
  • +86-15636082010 (China)
  • ijariiejournal@gmail.com
  • M-20/234 Ami Appt,
    Nr.Naranpura Tele-Exch,
    Naranpura,
    Ahemdabad-380063
    Gujarat,India.
Copyright © 2023. IJARIIE. All Rights Reserved.