Stock Market Prediction Using Machine Learning

In Stock Market Prediction, the aim is to predict the future value of the financial stocks of a company. The recent trend in stock market prediction technologies is the use of machine learning which makes predictions based on the values of current stock market indices by training on their previous values. Machine learning itself employs different models to make prediction easier and authentic. The paper focuses on the use of Regression and LSTM based Machine learning to predict stock values. Factors considered are open, close, low, high and volume.

[1]  El-Sayed M. El-Alfy,et al.  Evaluation of bidirectional LSTM for short-and long-term stock market prediction , 2018, 2018 9th International Conference on Information and Communication Systems (ICICS).

[2]  Syed Saad Azhar Ali,et al.  Stock market prediction using machine learning techniques , 2016, 2016 3rd International Conference on Computer and Information Sciences (ICCOINS).

[3]  Hakan Gunduz,et al.  Stock market direction prediction using deep neural networks , 2017, 2017 25th Signal Processing and Communications Applications Conference (SIU).

[4]  K. V. Sujatha,et al.  Stock index prediction using regression and neural network models under non normal conditions , 2010, INTERACT-2010.

[5]  Yi Liu,et al.  Applying long short term momory neural networks for predicting stock closing price , 2017, 2017 8th IEEE International Conference on Software Engineering and Service Science (ICSESS).

[6]  Siyuan Liu,et al.  Stock transaction prediction modeling and analysis based on LSTM , 2018, 2018 13th IEEE Conference on Industrial Electronics and Applications (ICIEA).

[7]  Kamran Raza,et al.  Prediction of Stock Market performance by using machine learning techniques , 2017, 2017 International Conference on Innovations in Electrical Engineering and Computational Technologies (ICIEECT).

[8]  Md. Jan Nordin,et al.  Regression techniques for the prediction of stock price trend , 2012, 2012 International Conference on Statistics in Science, Business and Engineering (ICSSBE).

[9]  Sajjad Waheed,et al.  Stock market prediction using an improved training algorithm of neural network , 2016, 2016 2nd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE).