Background When you make a forex transaction, you sell one currency and buy another. If
the currency you buy increases against the currency you sell, you profit, and you do this …

The foreign exchange (FOREX) market is one of the biggest financial markets in the world.
More than 5.1 trillion dollars are traded each day in the FOREX market by banks, retail …

Price prediction of financial assets has been a key interest for researchers over the decades.
Numerous techniques to predict the price movements have been developed by the …

Investors in the stock market have always been in search of novel and unique techniques so
that they can successfully predict stock price movement and make a big profit. However …

Artificial intelligence (AI)-based models have emerged as powerful tools in financial markets,
capable of reducing investment risks and aiding in selecting highly profitable stocks by …

In accordance with the World Health Organization's instruction, the air quality in Bangladesh
is considered perilous. A productive and precise air quality index (AQI) is a must and one of …

The foreign exchange markets, renowned as the largest financial markets globally, also
stand out as one of the most intricate due to their substantial volatility, nonlinearity, and …

Monitoring of cells viability is essential in a number of biomedical applications, including cell-
based sensors, cell-based microsystems, and cell-based assays. The use of spectroscopic …

In the realm of foreign exchange (Forex) market predictions, Convolutional Neural Networks
(CNNs) and Recurrent Neural Networks (RNNs) have been commonly employed. However …

Investors generally focus primarily on trading algorithms and not on money management,
causing their portfolios to be seriously damaged when things go wrong. In this research …