Brain is a hugely complex and fascinating organ in the human body composing of cerebrum,
cerebellum, and brainstem that being protected by the skull [1]. This organ is composed of a …

The driver's mental state is frequently detected employing EEG signals which are usually
converted into grayscale images to train a Machine Learning algorithm that classifies his …

Emotion is a complicated state that influences one's thoughts and behaviour. Recognizing
the emotions of a human being is a major research interest in the affective computing after …

In modern society, user behavior data analysis and product design optimization have
become one of the key factors for the success of enterprises. Traditional methods are usually …

Alzheimer's disease (AD) is a brain disease that significantly declines a person's ability to
remember and behave normally. By applying several approaches to distinguish between …

The use of bio-signals analysis in human-robot interaction is rapidly increasing. There is an
urgent demand for it in various applications, including health care, rehabilitation, research …

Epilepsy causes repeated seizures in an individual's life, which causes transient
irregularities in the brain's electrical activity. It results in different physical symptoms that are …

Electroencephalography analysis is critical for brain computer interface research. The
primary goal of brain–computer interface is to establish communication between impaired …

In recent years the algorithms of machine learning was used for brain signals identifing
which is a useful technique for diagnosing diseases like Alzheimer's and epilepsy. In this …

Alzheimer's is a brain disease in which the ability to think, remember, and behave
significantly decreases. Using different approaches and algorithms to distinguish between …