Complex Emotion Profiling: An Incremental Active Learning Based Approach With Sparse Annotations
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3015917
Abstract: Generally, in-the-wild emotions are complex in nature. They often occur in combinations of multiple basic emotions, such as fear, happy, disgust, anger, sadness and surprise. Unlike the basic emotions, annotation of complex emotions, such as… read more here.
Keywords: complex emotion; complex emotions; unit; approach ... See more keywords
Preserved Affective Sharing But Impaired Decoding of Contextual Complex Emotions in Alcohol Dependence
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DOI: 10.1111/acer.13330
Abstract: BACKGROUND Prior research has repeatedly shown that alcohol dependence is associated with a large range of impairments in psychological processes, which could lead to interpersonal deficits. Specifically, it has been suggested that these interpersonal difficulties… read more here.
Keywords: decoding contextual; dependence; emotional states; contextual complex ... See more keywords
Identifying Complex Emotions in Alexithymia Affected Adolescents Using Machine Learning Techniques
Sign Up to like & getrecommendations! Published in 2022 at "Diagnostics"
DOI: 10.3390/diagnostics12123188
Abstract: Many scientific researchers’ study focuses on enhancing automated systems to identify emotions and thus relies on brain signals. This study focuses on how brain wave signals can be used to classify many emotional states of… read more here.
Keywords: identifying complex; complex emotions; machine learning; study focuses ... See more keywords