2 papers
stat.ME2024
A Functional Coefficients Network Autoregressive Model
Hang Yin, Abolfazl Safikhani, George Michailidis
The paper introduces a flexible model for the analysis of multivariate nonlinear time series data. The proposed Functional Coefficients Network Autoregressive (FCNAR) model conside…
cs.LG2023
Multi-State Brain Network Discovery
Hang Yin, Yao Su, Xinyue Liu +3
Brain network discovery aims to find nodes and edges from the spatio-temporal signals obtained by neuroimaging data, such as fMRI scans of human brains. Existing methods tend to de…