Biclustering data analysis: a comprehensive survey

EN Castanho, H Aidos, SC Madeira - Briefings in Bioinformatics, 2024 - academic.oup.com
Biclustering, the simultaneous clustering of rows and columns of a data matrix, has proved
its effectiveness in bioinformatics due to its capacity to produce local instead of global …

Biclustering fMRI time series: a comparative study

EN Castanho, H Aidos, SC Madeira - BMC bioinformatics, 2022 - Springer
Background The effectiveness of biclustering, simultaneous clustering of rows and columns
in a data matrix, was shown in gene expression data analysis. Several researchers …

Water consumption pattern analysis using biclustering: When, why and how

MG Silva, SC Madeira, R Henriques - Water, 2022 - mdpi.com
Sensors deployed within water distribution systems collect consumption data that enable the
application of data analysis techniques to extract essential information. Time series …

[PDF][PDF] Water consumption pattern analysis using biclustering: when, why and how. Water. 2022; 14: 1954

MG Silva, SC Madeira, R Henriques - 1954 - academia.edu
Sensors deployed within water distribution systems collect consumption data that enable the
application of data analysis techniques to extract essential information. Time series …