Towards Classifying Human Circadian Rhythm Using Multiple Modalities

Kais Riani,Salem Sharak,Kapotaksha Das,Mohamed Abouelenien,Mihai Burzo,Rada Mihalcea,John Elson,Clay Maranville,Kwaku Prakah-Asante,Waqas Manzoor

2021 9th International Conference on Affective Computing and Intelligent Interaction (ACII)（2021）

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摘要

Autonomous vehicles represent one of the most active technologies currently being developed, with research areas addressing, among others, the modeling of the states and behavioral elements of the occupants. This paper contributes to this line of research by studying the circadian rhythm of individuals using a novel multimodal dataset of 36 subjects consisting of five information channels. These c...

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Visualization,Image resolution,Sleep,Imaging,Machine learning,Linguistics,Data models

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