In the stock market, predicting the trend of price series is one of the most widely investigated
and challenging problems for investors and researchers. There are multiple time scale …

Corporate credit rating assessment is one of the crucial problems of credit risk management;
it will help the financial institutions and government decide whether to issue debts. Recent …

Forecasting share performance becomes more challenging issue due to the enormous
amount of valuable trading data stored in the stock database. Currently, existing forecasting …

Stock market prediction is one of the most important financial subjects that have drawn
researchers' attention for many years. Several factors affecting the stock market make stock …

Growing evidence is suggesting that postings on online stock forums affect stock prices, and
alter investment decisions in capital markets, either because the postings contain new …

Stock market prediction is considered to be a challenging task for both investors and
researchers, due to its profitability and intricate complexity. Highly accurate stock market …

Stock market prediction is the challenging area for the investors to yield profits in the
financial markets. The investors need to understand the financial markets which are more …

This paper presents computational approach for stock market prediction. Artificial Neural
Network (ANN) forms a useful tool in predicting price movement of a particular stock. In the …

In the last 5 years, the availability of large audio datasets in African countries has opened
unlimited opportunities to build machine intelligence (MI) technologies that are closer to the …

Deep learning has achieved tremendous success in various applications owing to its robust
feature representations of complex high-dimensional nonlinear data. Financial time-series …