Ordinal regression for preference learning in wearables using sensor data

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Simón Weinberger, Jairo Cugliari, Aurélie Le Cain

Published: 2025, Last Modified: 29 Sept 2025Expert Syst. Appl. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•We extend an ordinal regression model with functional covariates.•Regularization facilitates interpretation without affecting predictive performance.•Using functional data improves predictive performance without adding new sensors.