Electroencephalographic (EEG) recordings are receiving growing attention in the field of
emotion recognition, since they monitor the brain's first response to an external stimulus …

In 2002, in a seminal article, Bandt and Pompe proposed a new methodology for the
analysis of complex time series, now known as Ordinal Analysis. The ordinal methodology is …

Stress is a pensive issue in our competitive world and it has a huge impact on physical and
mental health. Severe health issues may arise due to long exposure of stress. Hence, its …

Various studies have shown that the temporal information captured by conventional long-
short-term memory (LSTM) networks is very useful for enhancing multimodal emotion …

Cognitive load detection during the mental assignment of neural activity is necessary
because it helps to understand the brain's response to stimuli. An electroencephalogram …

Cognitive load recognition during mental arithmetic activity facilitates to observe and identify
the brain's response towards stress stimulus. As a result, an efficient mental load …

Automatic identification of negative stress is an unresolved challenge that has received
great attention in the last few years. Many studies have analyzed electroencephalographic …

Anxiety affects human capabilities and behavior as much as it affects productivity and quality
of life. It is considered to be the main cause of depression and suicide. Anxious states are …

In real-world applications such as emotion recognition from recorded brain activity, data are
captured from electrodes over time. These signals constitute a multidimensional time series …

The implementation of environmental satisfaction sources in the design of a health centre is
a means to achieve stress reduction. The present work analyses the effect that these …