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20232025
most citedValidity problems in clinical machine learning by indirect data labeling using consensus definitions

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cs.LG2025

Compositionality in Time Series: A Proof of Concept using Symbolic Dynamics and Compositional Data Augmentation

Michael Hagmann, Michael Staniek, Stefan Riezler

This work investigates whether time series of natural phenomena can be understood as being generated by sequences of latent states which are ordered in systematic and regular ways.…