Machine learning (ML) has transformed the financial industry by enabling advanced
applications such as credit scoring, fraud detection, and market forecasting. At the core of …

Real-time market prediction tool tracking public opinion in specialized newsgroups and
informative market data persuades investors of financial markets. Previous works mainly …

Electromagnetic resonance is the most important distinguishing property of metamaterials to
examine many unusual phenomena. The resonant response of metamaterials can depend …

Nowadays, financial data from social media plays an important role to predict the stock
market. However, the exponential growth of financial information and the different polarities …

A stock trend prediction has been in the spotlight from the past to the present. Fortunately,
there is an enormous amount of information available nowadays. There were prior attempts …

To forecast the movement directions of stocks, exchange rates, and stock markets are
significant and an active research area for investors, analysts, and researchers. In this …

For reducing investment risks, predicting the volatility of financial markets is crucial. We
propose a method for effectively embedding social media posts to facilitate accurate …

Investors' trading behavior is influenced by a multimode of information sources such as
technical analysis, news dissemination, and sentiment, which results in the non-stationary …

Today, comments can be made on many topics on web platforms with the development of
the internet. Analyzing the data of these comments is essential for companies and data …

Artificial intelligence (AI) mimics or stimulates human behaviors or thinking to solve specific
problems. It has been applied in the analysis of huge datasets and provides reliable outputs …