Table 1.
Application scenarios for biclustering
| Domain | Data | Illustrative biclusters |
|---|---|---|
| Biomedical | Clinical [14, 15] | Groups of patients whose health records are correlated |
| Gene expression [5, 16] | Groups of genes involved in functional processes and pathways | |
| Biological networks [17, 18] | Modules of genes and proteins with local interaction | |
| Physiological [4, 12] | Modules of sliding partitions of the signal across a subset of stimuli responses | |
| Other | Recommendation systems [9, 19] | Groups of users who share the same rating patterns and behavioral patterns |
| Text mining [11, 20] | Groups of documents with similar sets of words or topics | |
| Climate data [21, 22] | Regions with similar meteorological patterns | |
| Social sciences [23, 24] | Regions with similar social vulnerabilities | |
| Resources utilization [13, 25] | Regions with similar water or energy consumption patterns |