THD-Tricluster mines co-expressed genes, exhibiting shifting-and-scaling patterns.
• Our method scales linearly with dataset size
• Gene biomarkers related to HIV-1 disease are identified.
• The proposed method exploits both spatial and temporal coherence of gene expression.