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» Unfolding of Microarray Data
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BMCBI
2005
112views more  BMCBI 2005»
14 years 11 months ago
Towards precise classification of cancers based on robust gene functional expression profiles
Background: Development of robust and efficient methods for analyzing and interpreting high dimension gene expression profiles continues to be a focus in computational biology. Th...
Zheng Guo, Tianwen Zhang, Xia Li, Qi Wang, Jianzhe...
NAR
2011
197views Computer Vision» more  NAR 2011»
14 years 2 months ago
AmoebaDB and MicrosporidiaDB: functional genomic resources for Amoebozoa and Microsporidia species
AmoebaDB (http://AmoebaDB.org) and MicrosporidiaDB (http://MicrosporidiaDB.org) are new functional genomic databases serving the amoebozoa and microsporidia research communities, ...
Cristina Aurrecoechea, Ana Barreto, John Brestelli...
ICML
2008
IEEE
16 years 19 days ago
Statistical models for partial membership
We present a principled Bayesian framework for modeling partial memberships of data points to clusters. Unlike a standard mixture model which assumes that each data point belongs ...
Katherine A. Heller, Sinead Williamson, Zoubin Gha...
RECOMB
2008
Springer
16 years 3 days ago
High-Resolution Modeling of Cellular Signaling Networks
A central challenge in systems biology is the reconstruction of biological networks from high-throughput data sets. A particularly difficult case of this is the inference of dynami...
Michael Baym, Chris Bakal, Norbert Perrimon, Bonni...
ICDM
2003
IEEE
154views Data Mining» more  ICDM 2003»
15 years 5 months ago
MaPle: A Fast Algorithm for Maximal Pattern-based Clustering
Pattern-based clustering is important in many applications, such as DNA micro-array data analysis, automatic recommendation systems and target marketing systems. However, pattern-...
Jian Pei, Xiaoling Zhang, Moonjung Cho, Haixun Wan...