14 citations · 25 across the 5 of their papers we have counts for
5 papers
Classification ensembles for multivariate functional data with application to mouse movements in web surveys
Amanda Fernández-Fontelo, Felix Henninger, Pascal J. Kieslich +2
We propose new ensemble models for multivariate functional data classification as combinations of semi-metric-based weak learners. Our models extend current semi-metric-type method…
Fairness in Algorithmic Profiling: A German Case Study
Christoph Kern, Ruben L. Bach, Hannah Mautner +1
Algorithmic profiling is increasingly used in the public sector as a means to allocate limited public resources effectively and objectively. One example is the prediction-based sta…
Distributive Justice and Fairness Metrics in Automated Decision-making: How Much Overlap Is There?
Matthias Kuppler, Christoph Kern, Ruben L. Bach +1
The advent of powerful prediction algorithms led to increased automation of high-stake decisions regarding the allocation of scarce resources such as government spending and welfar…
Global Trends and Predictors of Face Mask Usage During the COVID-19 Pandemic
Elena Badillo-Goicoechea, Ting-Hsuan Chang, Esther Kim +10
Background: Guidelines and recommendations from public health authorities related to face masks have been essential in containing the COVID-19 pandemic. We assessed the prevalence…
Predicting respondent difficulty in web surveys: A machine-learning approach based on mouse movement features
Amanda Fernández-Fontelo, Pascal J. Kieslich, Felix Henninger +2
A central goal of survey research is to collect robust and reliable data from respondents. However, despite researchers' best efforts in designing questionnaires, respondents may e…