When facing various pressures, human beings will have different degrees of bad
psychological emotions, especially depression and anxiety. How to effectively obtain …

Featured Application The method presented in this study can be applied in many fields, such
as mental health care, entertainment consumption behavior, society safety, and so on. For …

Emotion plays a significant role in our daily life. Recognition of emotion is wide-spread in the
field of health care and human-computer interaction. Emotion is the result of the coordinated …

Emotion has an important impact on human behavior and mental health in people's daily
interpersonal communication and behavior decision-making. Recently, with the rapid …

Emotion analysis has been employed in many fields such as human-computer interaction,
rehabilitation, and neuroscience. But most emotion analysis methods mainly focus on …

In more recent times, the network perspective study of the human brain has expanded
enormously due to the advancements in the field of network neuroscience. Existing methods …

Emotions are closely linked to the life of human beings. Studying the difference of brain
mechanism and brain function of human emotional expression helps to improve the human …

Although more and more researchers pay attention to the emotion classification, traditional
emotion classification methods can not embrace changes in the global and local areas of …

Since multimodal emotion classification in different human states has rarely been studied,
this paper explores the emotional mechanisms of the brain functional connectivity networks …

Although emotion recognition techniques have been well developed, the understanding of
the neural mechanism remains rudimentary. The traditional static network approach cannot …