4 citations · 7 across the 2 of their papers we have counts for
2 papers
eess.SP2024★ 4 cited
A Deep Generative Model for Five-Class Sleep Staging with Arbitrary Sensor Input
Hans van Gorp, Merel M. van Gilst, Pedro Fonseca +4
Gold-standard sleep scoring is based on epoch-based assignment of sleep stages based on a combination of EEG, EOG and EMG signals. However, a polysomnographic recording consists of…
cs.LG2022★ 3 cited
SOM-CPC: Unsupervised Contrastive Learning with Self-Organizing Maps for Structured Representations of High-Rate Time Series
Iris A. M. Huijben, Arthur A. Nijdam, Sebastiaan Overeem +2
Continuous monitoring with an ever-increasing number of sensors has become ubiquitous across many application domains. However, acquired time series are typically high-dimensional…