Книга Machine Learning Systems for Multimodal Affect Recognition Markus Kächele

Machine Learning Systems for Multimodal Affect Recognition

Автор: Markus Kächele
Език: Английски език
Корици: С меки корици
Наличност: Външен склад
Изпращаме след 5-8 дни
68.70 134.37 лв
Markus Kächele offers a detailed view on the different steps in the affective computing pipeline, ra...

Информация за книгата

Автор
Език
Английски език
Корици
Книга - С меки корици
Издадена
2019
страници
188
EAN
9783658286736
Enbook ID
25139280
Теглоt
454
Размери
148 x 210 x 12

Пълно описание

Markus Kächele offers a detailed view on the different steps in the affective computing pipeline, ranging from corpus design and recording over annotation and feature extraction to post-processing, classification of individual modalities and fusion in the context of ensemble classifiers. He focuses on multimodal recognition of discrete and continuous emotional and medical states. As such, specifically the peculiarities that arise during annotation and processing of continuous signals are highlighted. Furthermore, methods are presented that allow personalization of datasets and adaptation of classifiers to new situations and persons.

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