Evaluating the robustness of multimodal task load estimation models

Numerous studies have focused on constructing multimodal machine learning models for estimating a person's cognitive load. However, a prevalent limitation is that these models are typically evaluated on data from the same scenario they were trained on. Little attention has been given to their r...

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Bibliographic Details
Main Authors: Andreas Foltyn, Jessica Deuschel, Nadine R. Lang-Richter, Nina Holzer, Maximilian P. Oppelt
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-04-01
Series:Frontiers in Computer Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fcomp.2024.1371181/full