Bio-informatics and gene expression analysis face major hurdles when dealing with high-
dimensional data, where the number of variables or genes much outweighs the number of …

In today's modern world, monthly forecasts of electricity consumption are vital in planning the
generation and distribution of energy utilities. However, the properties of these time series …

Crude oil price forecasting is an important research area in the international bulk commodity
market. However, as risk factors diversify, price movements exhibit more complex nonlinear …

Over the last 30 years, day-ahead electricity price forecasts have been critical to public and
private decision-making. This importance has increased since the global wave of …

The rising number of confirmed cases and deaths in Pakistan caused by the coronavirus
have caused problems in all areas of the country, not just healthcare. For accurate policy …

In the modern world, new technologies such as artificial intelligence, machine learning, and
big data are essential to support healthcare surveillance systems, especially for monitoring …

In the modern era, air pollution is one of the most harmful environmental issues on the local,
regional, and global stages. Its negative impacts go far beyond ecosystems and the …

In the present liberalized energy markets, electricity demand forecasting is critical for
planning of generation capacity and required resources. An accurate and efficient electricity …

The rise in stable coronary artery disease (CAD) due to improved survival rates and
population growth has increased patient numbers, straining healthcare systems. Machine …

The coronavirus pandemic has raised concerns about the emergence of other viral
infections, such as monkeypox, which has become a significant hazard to public health …