works on
bayesian modeling 1clustering 1dimensionality reduction 1functional data analysis 1gene expression 1time series 1

From the 1 of 1 linked paper with an AI index.

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1 paper

stat.ME2026

Modeling Time-course Gene Expression Data through Bayesian Partition Functional Principal Component Analysis

Marion Kerioui, Daniel Temko, Shahin Tavakoli +1

The paper proposes a Bayesian Partition Functional Principal Component Analysis (PFPCA) model that jointly reduces dimensionality, clusters genes, and captures shared temporal patt…