Emotion recognition of multimodal physiological signals based on optimized LSTSVM

The least squares twin support vector machine(LSTSVM) is used for emotion recognition. The penalty coefficients,and kernel function parameter of LSTSVM model are difficult to determine, so the modified firefly algorithm(MFA) is used to select the best parameters of the LSTSVM to achieve optimal perf...

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Bibliographic Details
Main Authors: Jin Chun, Chen Guangyong
Format: Article
Language:zho
Published: National Computer System Engineering Research Institute of China 2018-03-01
Series:Dianzi Jishu Yingyong
Subjects:
Online Access:http://www.chinaaet.com/article/3000079532