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Machine Learning Systems for Multimodal Affect Recognition - Markus Kächele

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2019-12-03
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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 p ... Visas aprašymas

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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.

Daugiau informacijos

Autorius Markus Kächele
Leidėjas Springer Fachmedien Wiesbaden
Išleidimo metai 2019
Viršelio tipas Minkšti viršeliai
EAN 9783658286736
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78,07 € 120,10 €