Partho Protim Dey

Work place: Institute of Information Technology, University of Dhaka, Dhaka 1000, Bangladesh



Research Interests: Computational Learning Theory


Partho Protim Dey received Master in Information Technology (MIT) from Institute of Information Technology (IIT), University of Dhaka, Bangladesh. Before that, he received B. Sc. Honors in Computer Science from National University Bangladesh and Currently he working as a Sr. System Analysts in a financial software company. Here, he works on various innovative project & big data analysis. His activities currently focus on various machine learning algorithm & applying those in real life.

Author Articles
Forecasting Stock Market Trend using Machine Learning Algorithms with Technical Indicators

By Partho Protim Dey Nadia Nahar B M Mainul Hossain

DOI:, Pub. Date: 8 Jun. 2020

Stock market prediction is a process of trying to decide the stock trends based on the analysis of historical data. However, the stock market is subject to rapid changes. It is very difficult to predict because of its dynamic & unpredictable nature. The main goal of this paper is to present a model that can predict stock market trend. The model is implemented with the help of machine learning algorithms using eleven technical indicators. The model is trained and tested by the published stock data obtained from DSE (Dhaka Stock Exchange, Bangladesh). The empirical result reveals the effectiveness of machine learning techniques with a maximum accuracy of 86.67%, 64.13% and 69.21% for “today”, “tomorrow” and “day_after_tomorrow”.

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