Stock Market Prediction And Analysis Using Machine Learning
Abstract & Details
Research Area
Computer Engineering
Keywords
Stock market forecasting
Machine learning
Recurrent neural networks
Long short term memory
Gated recurrent unit
Back propagation.
Abstract
Stock market prediction has always been an interesting research topic among researchers mainly due to its capital gain by
trading stocks and or to understand the information hidden in stock market data. Many machine learning algorithms and statistical models have been proposed by researchers for stock price prediction and stock price movement prediction. We have studied various machine
learning methods and techniques for stock market prediction. Here we present recent growth in stock market prediction methods and models, perform a comparison among these models to find out the accuracy of the prediction of the stock market values and also figuring out the advantages and disadvantages of these individual models. We are using LSTM and GRU models to predict future stock prices.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Rajan Kelaskar, | Padmabhushan Vasantdada Patil Pratishthan's College Of Engineering. |
| 2 | Manojkumar Sahu | Padmabhushan Vasantdada Patil Pratishthan's College Of Engineering. |
| 3 | Rahul Kamble | Padmabhushan Vasantdada Patil Pratishthan's College Of Engineering. |
| 4 | Sumedh Kapse | Padmabhushan Vasantdada Patil Pratishthan's College Of Engineering. |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Kelaskar,, Rajan, Sahu, Manojkumar, Kamble, Rahul, & Kapse, Sumedh (2018). Stock Market Prediction And Analysis Using Machine Learning. International Journal of Advance Research and Innovative Ideas In Education, 4(2), 3806-3810.
MLA Style
Kelaskar,, Rajan, et al. "Stock Market Prediction And Analysis Using Machine Learning." International Journal of Advance Research and Innovative Ideas In Education, vol. 4, no. 2, 2018, pp. 3806-3810.
IEEE Style
Rajan Kelaskar,, Manojkumar Sahu, Rahul Kamble, and Sumedh Kapse, "Stock Market Prediction And Analysis Using Machine Learning," International Journal of Advance Research and Innovative Ideas In Education, vol. 4, no. 2, pp. 3806-3810, 2018.
Vancouver Style
Kelaskar, Rajan, Sahu Manojkumar, Kamble Rahul, Kapse Sumedh. Stock Market Prediction And Analysis Using Machine Learning. International Journal of Advance Research and Innovative Ideas In Education. 2018;4(2):3806-3810.
Harvard Style
Kelaskar,, Rajan, Sahu, Manojkumar, Kamble, Rahul, & Kapse, Sumedh (2018) 'Stock Market Prediction And Analysis Using Machine Learning', International Journal of Advance Research and Innovative Ideas In Education, 4(2), pp. 3806-3810.
Chicago Style
Kelaskar,, Rajan, et al. "Stock Market Prediction And Analysis Using Machine Learning." International Journal of Advance Research and Innovative Ideas In Education 4, no. 2 (2018): 3806-3810.
Turabian Style
Kelaskar,, Rajan, et al. "Stock Market Prediction And Analysis Using Machine Learning." International Journal of Advance Research and Innovative Ideas In Education 4, no. 2 (2018): 3806-3810.
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