Stock market prediction using supervised machine learning techniques: An overview

ZK Lawal, H Yassin, RY Zakari - 2020 IEEE Asia-Pacific …, 2020 - ieeexplore.ieee.org
Stock price prediction is one of the most extensively studied and challenging glitches, which
is acting so many academicians and industries experts from many fields comprising of …

[HTML][HTML] Stock market prediction using deep reinforcement learning

AL Awad, SM Elkaffas, MW Fakhr - Applied System Innovation, 2023 - mdpi.com
Stock value prediction and trading, a captivating and complex research domain, continues to
draw heightened attention. Ensuring profitable returns in stock market investments demands …

Spatial federated learning approach for the sentiment analysis of stock news stored on blockchain

NN Sakhare, IS Shaik - Spatial Information Research, 2024 - Springer
Sentiment analysis can be a useful tool in predicting stock market trends, as it allows us to
gauge the overall sentiment towards a particular stock or company. When combined with …

Retracted: Prediction of stock market movement via technical analysis of stock data stored on blockchain using novel History Bits based machine learning algorithm

NN Sakhare, IS Shaik, S Saha - IET Software, 2023 - Wiley Online Library
Abstract Retraction:[Nitin Nandkumar Sakhare, Imambi S. Shaik, Suman Saha, Prediction of
stock market movement via technical analysis of stock data stored on blockchain using novel …

[PDF][PDF] Technical Analysis Based Prediction of Stock Market Trading Strategies Using Deep Learning and Machine Learning Algorithms

NN Sakhare, SS Imambi - International Journal of Intelligent Systems and …, 2022 - viit.ac.in
Stock market movement follows the random walk nature. The technical analysis incorporates
the use of various technical indicators. Technical analysis is well suited for short term …

Comparison random forest regression and linear regression for forecasting BBCA stock price

AM Priyatno, LS Tanjung… - Jurnal Teknik …, 2023 - journal.universitaspahlawan.ac.id
Stock trading is a popular financial instrument worldwide. In Indonesia, the stock market is
known as the Indonesia Stock Exchange (BEI), and one actively traded stock is PT Bank …

[PDF][PDF] International Journal of Advanced Trends in Computer Science and Engineering

AM Alqudah, H Alquraan, IA Qasmieh, A Alqudah… - International …, 2019 - arxiv.org
Deep Learning is the newest and the current trend of the machine learning field that paid a
lot of the researchers' attention in the recent few years. As a proven powerful machine …

Effective implementation of neural network model with tune parameter for stock market predictions

B Vasudevan - 2021 2nd International Conference on Smart …, 2021 - ieeexplore.ieee.org
Machine learning techniques are preferred to make efficient accuracy prediction in stock
marketing. Artificial Neural Network (ANN) is a familiar method that incorporates technical …

Gradient-based optimization of the area under the minimum of false positive and false negative functions

KM Devi, SV Ramakrishna, GRK Rao… - 2021 2nd International …, 2021 - ieeexplore.ieee.org
Collector Operating Characteristic (ROC) bends are plots of genuine awesome expense
versus bogus eminent charge which are helpful for assessing twofold order models, but …

Prediction of values of Borsa Istanbul Forest, Paper, and Printing Index using machine learning methods

I Akyüz, K Polat, S Bardak, N Ersen - BioResources, 2024 - search.proquest.com
It is difficult to predict index values or stock prices with a single financial formula. They are
affected by many factors, such as political conditions, global economy, unexpected events …