Search Results for author: Amanda Fernández-Fontelo

Found 2 papers, 0 papers with code

Classification ensembles for multivariate functional data with application to mouse movements in web surveys

no code implementations26 May 2022 Amanda Fernández-Fontelo, Felix Henninger, Pascal J. Kieslich, Frauke Kreuter, Sonja Greven

We propose new ensemble models for multivariate functional data classification as combinations of semi-metric-based weak learners.

Predicting respondent difficulty in web surveys: A machine-learning approach based on mouse movement features

no code implementations5 Nov 2020 Amanda Fernández-Fontelo, Pascal J. Kieslich, Felix Henninger, Frauke Kreuter, Sonja Greven

We use data from a survey on respondents' employment history and demographic information, in which we experimentally manipulate the difficulty of several questions.

BIG-bench Machine Learning

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