Introduction The Balloon Analog Risk Task (BART), a computerized behavioral paradigm, is
one of the most common tools used to assess the risk-taking propensity of an individual …

In this study, a channel and feature selection methodology is devised for brain‐computer
interface (BCI) applications using functional near‐infrared spectroscopy (fNIRS). A graph …

In recent decades, the brain–computer interface (BCI) has emerged as a leading area of
research. The feature selection is vital to reduce the dataset's dimensionality, increase the …

Now-a-days stress is one of the major issues in every individual's life. It may cause many
physiological and psychological problems. Many researchers have taken this into account …

The prevalence of stress among individuals has become increasingly common, as
approximately 40% of the population experiences stress. Given that decision-making under …

This systematic review provides a comprehensive analysis of studies that use
electroencephalography (EEG) and functional near-infrared spectroscopy (fNIRS) to …

Nowadays, stress is one of the major issues in every individual's life and may cause both
physiological and psychological problems. Researchers have taken this into account and …

Academic stress results from greater academic demands and non-academic factors,
resulting in students' performance decline and their ability to cope with academic activities …

Academic achievement is a critical measure of intellectual ability, prompting extensive
research into cognitive tasks as potential predictors. Neuroimaging technologies, such as …

This paper aims to extract and select the significant features of electroencephalogram (EEG)
signals and classify the visual stimulation of distinct colors. In this work, a novel method for …