Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: A Controlled Set-Up Experiment to Establish Personalized Baselines for
  Real-Life Emotion Recognition   We design, conduct and present the results of a highly personalized baseline
emotion recognition experiment, which aims to set reliable ground-truth
estimates for the subject's emotional state for real-life prediction under
similar conditions using a small number of physiological sensors. We also
propose an adaptive stimuli-selection mechanism that would use the user's
feedback as guide for future stimuli selection in the controlled-setup
experiment and generate optimal ground-truth personalized sessions
systematically. Initial results are very promising (85% accuracy) and variable
importance analysis shows that only a few features, which are easy-to-implement
in portable devices, would suffice to predict the subject's emotional state.

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The categories of this paper are: hep-ex
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The categories of this paper are: chem-ph
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The categories of this paper are: comp-gas
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The categories of this paper are: math-ph
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The categories of this paper are: nucl-ex
30
The categories of this paper are: q-alg
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The categories of this paper are: q-bio
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The categories of this paper are: q-fin
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The categories of this paper are: dg-ga
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The categories of this paper are: nlin
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The categories of this paper are: hep-th
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The categories of this paper are: astro-ph
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The categories of this paper are: physics
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The categories of this paper are: quant-ph
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The categories of this paper are: ao-sci
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The categories of this paper are: solv-int