Spatial-Temporal & Ecological Networks -- WSDS 2026

Model-based Clustering Analysis on Spatial-Temporal and Intensity Patterns of Tornadoes

Rong Zheng (New Mexico State University)

Co-authors: Yana Melnykov (University of Alabama), Yingying Zhang (Western Michigan University)

model-based clustering finite mixture model manly transformation spatial-temporal pattern

Sparse Network Inference under Imperfect Detection and its Application to Ecological Networks

nonconvex nonsmooth optimization nonnegative matrix factorization link prediction structured sparse recovery network inference

Hierarchical Bayesian Models for Individual-Specific Network Associations with Outcomes

Yueming Liu

Co-authors: Nathan Gill (Division of Biostatistics and Informatics, Northwestern University Feinberg School of Medicine), Denise Scholtens (Northwestern University Medical School)

Hierarchical Bayesian modeling Subject-specific partial correlations Outcome-guided network modeling Metabolomics

Goodness-of-fit Testing for Brain Charts Applied to New Samples

Yao Xin (Medical University of South Carolina)

Co-authors: Andrew A Chen (Medical University of South Carolina)

Centile scores brain chart goodness of fit neuroimaging

Spatial-Temporal & Ecological Networks

4 Abstracts