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» PALMA: Perfect Alignments using Large Margin Algorithms
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ICMLA
2009
13 years 7 months ago
Transformation Learning Via Kernel Alignment
This article proposes an algorithm to automatically learn useful transformations of data to improve accuracy in supervised classification tasks. These transformations take the for...
Andrew Howard, Tony Jebara
BMCBI
2007
106views more  BMCBI 2007»
13 years 9 months ago
Simultaneous identification of long similar substrings in large sets of sequences
Background: Sequence comparison faces new challenges today, with many complete genomes and large libraries of transcripts known. Gene annotation pipelines match these sequences in...
Jürgen Kleffe, Friedrich Möller, Burghar...
BMCBI
2005
115views more  BMCBI 2005»
13 years 9 months ago
Statistical distributions of optimal global alignment scores of random protein sequences
Background: The inference of homology from statistically significant sequence similarity is a central issue in sequence alignments. So far the statistical distribution function un...
Hongxia Pang, Jiaowei Tang, Su-Shing Chen, Shiheng...