BiCluster Algorithms

The main function biclust() provides several algorithms to find biclusters in two-dimensional data: Cheng and Church (2000, ISBN:1-57735-115-0), spectral (2003) , plaid model (2005) , xmotifs (2003) and bimax (2006) . In addition, the package provides methods for data preprocessing (normalization and discretisation), visualisation, and validation of bicluster solutions.


Reference manual

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install.packages("biclust")

2.0.3.1 by Sebastian Kaiser, 3 years ago


Browse source code at https://github.com/cran/biclust


Authors: Sebastian Kaiser , Rodrigo Santamaria , Tatsiana Khamiakova , Martin Sill , Roberto Theron , Luis Quintales , Friedrich Leisch , Ewoud De Troyer and Sami Leon.


Documentation:   PDF Manual  


GPL-3 license


Imports methods, flexclust, additivityTests, tidyr, ggplot2

Depends on MASS, grid, colorspace, lattice

Suggests isa2


Suggested by isa2.


See at CRAN