Package: QUBIC
Type: Package
Title: An R Package for Qualitative Biclustering in Support of Gene
        Co-Expression Analyses
Description: The core function of this R package is to provide the
        implementation of the well-cited and well-reviewed QUBIC
        algorithm, aiming to deliver an effective and efficient
        biclustering capability. This package also includes the
        following related functions: (i) a qualitative representation
        of the input gene expression data, through a well-designed
        discretization way considering the underlying data property,
        which can be directly used in other biclustering programs; (ii)
        visualization of identified biclusters using heatmap in support
        of overall expression pattern analysis; (iii) bicluster-based
        co-expression network elucidation and visualization, where
        different correlation coefficient scores between a pair of
        genes are provided; and (iv) a generalize output format of
        biclusters and corresponding network can be freely downloaded
        so that a user can easily do following comprehensive functional
        enrichment analysis (e.g. DAVID) and advanced network
        visualization (e.g. Cytoscape).
Authors@R: c(person("Yu", "Zhang", role = c("aut", "cre"), email = "zy26@jlu.edu.cn"),
             person("Qin", "Ma", role = "aut", email = "qin.ma@sdstate.edu"))
VignetteBuilder: knitr
biocViews: StatisticalMethod, Microarray, DifferentialExpression,
        MultipleComparison, Clustering, Visualization, GeneExpression,
        Network
Version: 1.41.0
License: CC BY-NC-ND 4.0 + file LICENSE
Encoding: UTF-8
Depends: R (>= 4.5.0)
Imports: Rcpp (>= 0.11.0), methods, Matrix
LinkingTo: Rcpp, RcppArmadillo
Suggests: QUBICdata, qgraph, fields, knitr, rmarkdown
SystemRequirements: C++11, Rtools (>= 3.1)
Enhances: RColorBrewer
URL: https://github.com/zy26/QUBIC
BugReports: https://github.com/zy26/QUBIC/issues
Repository: https://bioc.r-universe.dev
Date/Publication: 2026-04-28 12:43:11 UTC
RemoteUrl: https://github.com/bioc/QUBIC
RemoteRef: HEAD
RemoteSha: 98c3be30403637c9979e0af80f9e8e021dab74b6
NeedsCompilation: yes
Packaged: 2026-07-03 22:53:10 UTC; root
Author: Yu Zhang [aut, cre],
  Qin Ma [aut]
Maintainer: Yu Zhang <zy26@jlu.edu.cn>