Sciweavers

24 search results - page 4 / 5
» Combinatorial method of splice sites prediction
Sort
View
BMCBI
2008
101views more  BMCBI 2008»
13 years 7 months ago
Reranking candidate gene models with cross-species comparison for improved gene prediction
Background: Most gene finders score candidate gene models with state-based methods, typically HMMs, by combining local properties (coding potential, splice donor and acceptor patt...
Qian Liu, Koby Crammer, Fernando C. N. Pereira, Da...
ICDM
2002
IEEE
173views Data Mining» more  ICDM 2002»
14 years 9 days ago
Mining Genes in DNA Using GeneScout
In this paper, we present a new system, called GeneScout, for predicting gene structures in vertebrate genomic DNA. The system contains specially designed hidden Markov models (HM...
Michael M. Yin, Jason Tsong-Li Wang
NCA
2007
IEEE
13 years 6 months ago
A data reduction approach for resolving the imbalanced data issue in functional genomics
Learning from imbalanced data occurs frequently in many machine learning applications. One positive example to thousands of negative instances is common in scientific applications...
Kihoon Yoon, Stephen Kwek
RECOMB
2005
Springer
14 years 7 months ago
Learning Interpretable SVMs for Biological Sequence Classification
Background: Support Vector Machines (SVMs) ? using a variety of string kernels ? have been successfully applied to biological sequence classification problems. While SVMs achieve ...
Christin Schäfer, Gunnar Rätsch, Sö...
BIOINFORMATICS
2007
74views more  BIOINFORMATICS 2007»
13 years 7 months ago
Simultaneous alignment and annotation of cis-regulatory regions
Genomic transcriptional processes rely heavily on the combinatorial binding of transcription factors on the upstream regions of genes. Analysis and complete characterization of su...
Abha Singh Bais, Steffen Grossmann, Martin Vingron