[HTML][HTML] Stock market prediction using machine learning techniques: a decade survey on methodologies, recent developments, and future directions

N Rouf, MB Malik, T Arif, S Sharma, S Singh, S Aich… - Electronics, 2021 - mdpi.com
… continue to be one of the most challenging research areas due to dynamic, … This study
explains the systematics of machine learning-based approaches for stock market prediction based

[HTML][HTML] Machine learning techniques and data for stock market forecasting: A literature review

MM Kumbure, C Lohrmann, P Luukka… - Expert Systems with …, 2022 - Elsevier
review, we investigate machine learning techniques that are applied for stock market
Moreover, through a short bibliographic analysis, this study also aimed to gain an understanding of …

Short-term stock trends prediction based on sentiment analysis and machine learning

Y Qiu, Z Song, Z Chen - Soft Computing, 2022 - Springer
… , in this study, we develop a novel sentiment index to predict the stock trends based on the
… algorithms are widely used to mine historical data and predict stock market sentiment. For …

A survey on stock market prediction using machine learning techniques

PS Rao, K Srinivas, AK Mohan - … on Data Science, Machine Learning and …, 2020 - Springer
… The stock market forecasting system is to increase accuracy. In this study to analyze a novel
approach to improve the prediction of the results of stock, it means we will combine two or …

[HTML][HTML] Stock market analysis: A review and taxonomy of prediction techniques

D Shah, H Isah, F Zulkernine - International Journal of Financial Studies, 2019 - mdpi.com
… a concise review of stock markets and taxonomy of stock market prediction methods. … survey
of supervised and unsupervised machine learning methods applied in stock market analysis

Prediction of stock price using machine learning techniques: A survey

J Kumari, V Sharma, S Chauhan - 2021 3rd International …, 2021 - ieeexplore.ieee.org
… this paper is to review different machine learning models to predict the stock market’s movement.
… In this paper, Section II describe the types of machine learning. section III describe the …

Evaluating the performance of machine learning algorithms in financial market forecasting: A comprehensive survey

L Ryll, S Seidens - arXiv preprint arXiv:1906.07786, 2019 - arxiv.org
… This study surveys more than 150 related articles on applying machine learning to financial
market forecasting. Based on a comprehensive literature review, we build a table across …

[HTML][HTML] Machine learning for quantitative finance applications: A survey

F Rundo, F Trenta, AL Di Stallo, S Battiato - Applied Sciences, 2019 - mdpi.com
… developed for financial market applications. Section 5 provides a description of studies …
, the surveyed studies conducted and reported in this article show that deep learning-based

[PDF][PDF] Stock Market Forecasting with Different Input Indicators using Machine Learning and Deep Learning Techniques: A Review.

S Verma, SP Sahu, TP Sahu - Engineering Letters, 2023 - researchgate.net
research articles that were relevant to stock market forecasting that used machine learning
and deep learning … This study aimed to consider recent research articles (20182021) to …

Stock market forecasting using computational intelligence: A survey

G Kumar, S Jain, UP Singh - Archives of computational methods in …, 2021 - Springer
… other evolutionary techniques for stock market forecasting. This paper presents an up-to-date
survey of existing literature on stock market forecasting based on computational intelligent …