Stock market prediction has been a classical yet challenging problem, with the attention from
both economists and computer scientists. With the purpose of building an effective prediction …

Stock market trading is an activity in which investors need fast and accurate information to
make effective decisions. Since many stocks are traded on a stock exchange, numerous …

Highly accurate cryptocurrency price predictions are of paramount interest to investors and
researchers. However, owing to the nonlinearity of the cryptocurrency market, it is difficult to …

The recent worldwide outbreak of the novel coronavirus (COVID-19) has opened up new
challenges to the research community. Artificial intelligence (AI) driven methods can be …

Speaker identification is a classification task which aims to identify a subject from a given
time-series sequential data. Since the speech signal is a continuous one-dimensional time …

Effective wind-power prediction enhances the adaptability of a wind power system to the
instability of wind power, which is beneficial for load and frequency regulation, helping to …

Hydrological forecasting is one of the key research areas in hydrology. Innovative
forecasting tools will reform water resources management systems, flood early warning …

Prediction of streamflow as a crucial source of hydrological information plays a central role
in various fields of water resources projects. While accurate daily streamflow forecasts are …

Stock indices are considered to be an important indicator of financial market volatility in
various countries. Therefore, the stock market forecast is one of the challenging issues to …

With the continuing active research on deep learning, research on stock price prediction
using deep learning has been actively conducted in the financial industry. This paper …