Stock market trading has been a subject of interest to investors, academicians, and
researchers. Analysis of the inherent non-linear characteristics of stock market data is a …

Prediction of currency exchange rate becomes highly desirable due to its greater role in
financial and managerial decision making process. The fluctuations in exchange rate affect …

Recent works have shown that social media platforms are able to influence the trends of
stock price movements. However, existing works have major focused on the US stock market …

Artificial neural network (ANN) mathematical models, such as the radial basis function
neural network (RBFNN), have been used successfully in different environmental …

The rapid development of edge computing drives the rapid development of stock market
prediction service in terminal equipment. However, the traditional prediction service …

The FOREX marketplace has seen sudden boom during last couple of decades. The
changes carry out a critical function in balancing the dynamics of the marketplace. As a …

Financial time series data is very chaotic, noisy, fluctuating and nonlinear as different events
have occurred in various time periods. Therefore, it is very challenging for researchers to …

Stock market Prediction has been a source of much interest and challenge in financial
markets for a long time. In this study we shall investigate the use of long term and short term …

With the continuous development of China's financial market and the gradual improvement
of the financial system, investors are increasingly interested in participating in investments …

Throughout the past few decades, there has been a dramatic surge in the currency market.
The changes play an important role in balancing the market's characteristics. As a result …