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SIGIR
2008
ACM
14 years 11 months ago
Learning from labeled features using generalized expectation criteria
It is difficult to apply machine learning to new domains because often we lack labeled problem instances. In this paper, we provide a solution to this problem that leverages domai...
Gregory Druck, Gideon S. Mann, Andrew McCallum
BMCBI
2005
100views more  BMCBI 2005»
14 years 11 months ago
Speeding disease gene discovery by sequence based candidate prioritization
Background: Regions of interest identified through genetic linkage studies regularly exceed 30 centimorgans in size and can contain hundreds of genes. Traditionally this number is...
Euan A. Adie, Richard R. Adams, Kathryn L. Evans, ...
BMCBI
2004
120views more  BMCBI 2004»
14 years 10 months ago
Optimal cDNA microarray design using expressed sequence tags for organisms with limited genomic information
Background: Expression microarrays are increasingly used to characterize environmental responses and hostparasite interactions for many different organisms. Probe selection for cD...
Yian A. Chen, David J. Mckillen, Shuyuan Wu, Matth...
BMCBI
2004
136views more  BMCBI 2004»
14 years 10 months ago
A SNP-centric database for the investigation of the human genome
Background: Single Nucleotide Polymorphisms (SNPs) are an increasingly important tool for genetic and biomedical research. Although current genomic databases contain information o...
Alberto Riva, Isaac S. Kohane
NAR
2008
122views more  NAR 2008»
14 years 10 months ago
PlantTFDB: a comprehensive plant transcription factor database
Transcription factors (TFs) play key roles in controlling gene expression. Systematic identification and annotation of TFs, followed by construction of TF databases may serve as u...
Anyuan Guo, Xin Chen, Ge Gao, He Zhang, Qihui Zhu,...