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» Gene functional classification from heterogeneous data
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BMCBI
2007
157views more  BMCBI 2007»
13 years 10 months ago
Constructing gene co-expression networks and predicting functions of unknown genes by random matrix theory
Background: Large-scale sequencing of entire genomes has ushered in a new age in biology. One of the next grand challenges is to dissect the cellular networks consisting of many i...
Feng Luo, Yunfeng Yang, Jianxin Zhong, Haichun Gao...
BMCBI
2010
116views more  BMCBI 2010»
13 years 10 months ago
FiGS: a filter-based gene selection workbench for microarray data
Background: The selection of genes that discriminate disease classes from microarray data is widely used for the identification of diagnostic biomarkers. Although various gene sel...
Taeho Hwang, Choong-Hyun Sun, Taegyun Yun, Gwan-Su...
BMCBI
2008
173views more  BMCBI 2008»
13 years 10 months ago
Extraction of semantic biomedical relations from text using conditional random fields
Background: The increasing amount of published literature in biomedicine represents an immense source of knowledge, which can only efficiently be accessed by a new generation of a...
Markus Bundschus, Mathäus Dejori, Martin Stet...
AAAI
2008
14 years 5 days ago
Text Categorization with Knowledge Transfer from Heterogeneous Data Sources
Multi-category classification of short dialogues is a common task performed by humans. When assigning a question to an expert, a customer service operator tries to classify the cu...
Rakesh Gupta, Lev-Arie Ratinov
RECOMB
2008
Springer
14 years 10 months ago
Estimating the Relative Contributions of New Genes from Retrotransposition and Segmental Duplication Events during Mammalian Evo
Gene duplication has long been recognized as a major force in genome evolution and has recently been recognized as an important source of individual variation. For many years the o...
Jin Jun, Paul Ryvkin, Edward Hemphill, Ion I. Mand...