ArrayMining - Online Microarray Data Mining
Ensemble and Consensus Analysis Methods for Gene Expression Data
PathVar, a web-application to study how the variance of expression levels across
genes/proteins in cellular pathways changes under different experimental
conditions, and to extract patterns for sample clustering and classification
(Bioinformatics, 2012)
|
PathVar |
EnrichNet, a web-service
mapping gene sets onto a human protein-protein interaction network and analyzing
their network associations with mapped cellular pathways, processes and
complexes (Bioinformatics 2012, ECCB 2012)
|
EnrichNet |
|
GenePEN, an efficient machine learning approach to identify coordinated alterations of genes or proteins in biological networks
using omics data, providing provably optimal results in few seconds. Example code can be downloaded for testing (Stat. Appl. Genet. Mol. Biol.,
in press).
|
GenePEN |
RepExplore, a
web-service for omics data analysis exploiting the information captured in the
variance of technical replicates to provide more reliable and informative differential
expression and abundance statistics, as well as low-dimensional data visualizations.
|
RepExplore |
|
TopoGSA, a web-server
mapping gene or protein sets onto molecular interaction networks to characterise
their topological properties, providing within- and between-gene-set comparisons
using interactive 2D- and 3D-visualisations and similarity ranking tables
(Bioinformatics, 2010)
|
TopoGSA |
PathExpand, a web-
application extending pre-defined protein sets representing cellular processes
by mapping them onto an interaction network and expanding them to include
densely interconnected interaction partners (BMC Bioinformatics, 2010, RECOMB CCB 2010)
|
PathExpand |
|
SeedNet Online, an
interactive gene co-expression network visualisation to investigate
transcriptional inter-actions between dormant and germinating Arabidopsis
thaliana seeds (Proceedings of the National Academy of Sciences USA, 2011)
|
SeedNet Online |
VRMLGen,
a free R software package to generate 3D representations of biological
data in the Virtual Reality Markup Language (Journal of Statistical Software,
2010).
|
VRMLGen |