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. 2023 Dec 6;24:457. doi: 10.1186/s12859-023-05587-4

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