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» Gene functional classification from heterogeneous data
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MICCAI
2005
Springer
15 years 9 months ago
Knowledge-Based Classification of Neuronal Fibers in Entire Brain
This work presents a framework driven by parcellation of brain gray matter in standard normalized space to classify the neuronal fibers obtained from diffusion tensor imaging (DTI)...
Yan Xia, And U. Turken, Susan L. Whitfield-Gabriel...
127
Voted
BMCBI
2006
133views more  BMCBI 2006»
15 years 3 months ago
Web-based analysis of the mouse transcriptome using Genevestigator
Background: Gene function analysis often requires a complex and laborious sequence of laboratory and computer-based experiments. Choosing an effective experimental design generall...
Oliver Laule, Matthias Hirsch-Hoffmann, Tomas Hruz...
114
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AAAI
2008
15 years 6 months ago
Classification by Discriminative Regularization
Classification is one of the most fundamental problems in machine learning, which aims to separate the data from different classes as far away as possible. A common way to get a g...
Bin Zhang, Fei Wang, Ta-Hsin Li, Wen Jun Yin, Jin ...
122
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BMCBI
2008
179views more  BMCBI 2008»
15 years 3 months ago
Bayesian modeling of recombination events in bacterial populations
Background: We consider the discovery of recombinant segments jointly with their origins within multilocus DNA sequences from bacteria representing heterogeneous populations of fa...
Pekka Marttinen, Adam Baldwin, William P. Hanage, ...
159
Voted
BMCBI
2004
117views more  BMCBI 2004»
15 years 3 months ago
CisOrtho: A program pipeline for genome-wide identification of transcription factor target genes using phylogenetic footprinting
Background: All known genomes code for a large number of transcription factors. It is important to develop methods that will reveal how these transcription factors act on a genome...
Henry R. Bigelow, Adam S. Wenick, Allan Wong, Oliv...