17 citations · 17 across the 1 of their papers we have counts for
3 papers
cs.LG2025
Relevance-Aware Thresholding in Online Conformal Prediction for Time Series
Théo Dupuy, Binbin Xu, Stéphane Perrey +2
Uncertainty quantification has received considerable interest in recent works in Machine Learning. In particular, Conformal Prediction (CP) gains ground in this field. For the case…
q-bio.NC2024
How Does a Single EEG Channel Tell Us About Brain States in Brain-Computer Interfaces ?
Zaineb Ajra, Binbin Xu, Gérard Dray +2
Over recent decades, neuroimaging tools, particularly electroencephalography (EEG), have revolutionized our understanding of the brain and its functions. EEG is extensively used in…
q-bio.NC2023★ 17 cited
Using Shallow Neural Networks with Functional Connectivity from EEG signals for Early Diagnosis of Alzheimer's and Frontotemporal Dementia
Zaineb Ajra, Binbin Xu, Gérard Dray +2
{Introduction: } Dementia is a neurological disorder associated with aging that can cause a loss of cognitive functions, impacting daily life. Alzheimer's disease (AD) is the most…