Analysis of multimodal physiological signals within and between individuals to predict psychological challenge vs. threat

作者:

Highlights:

• We study differences in physiological responses during motivated performance tasks.

• Clusters of individuals that share common physiological responses are identified.

• We predict self-reported judgments of challenge vs. threat within each cluster.

摘要

•We study differences in physiological responses during motivated performance tasks.•Clusters of individuals that share common physiological responses are identified.•We predict self-reported judgments of challenge vs. threat within each cluster.

论文关键词:Challenge vs. threat,Multimodal data fusion,Mutual information,Support vector machines,Clustering,Graph theory

论文评审过程:Received 27 January 2019, Revised 30 July 2019, Accepted 18 August 2019, Available online 19 August 2019, Version of Record 26 August 2019.

论文官网地址:https://doi.org/10.1016/j.eswa.2019.112890