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» Protein homology detection using string alignment kernels
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139
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BMCBI
2007
142views more  BMCBI 2007»
15 years 3 months ago
Improving model construction of profile HMMs for remote homology detection through structural alignment
Background: Remote homology detection is a challenging problem in Bioinformatics. Arguably, profile Hidden Markov Models (pHMMs) are one of the most successful approaches in addre...
Juliana S. Bernardes, Alberto M. R. Dávila,...
167
Voted
BMCBI
2011
14 years 10 months ago
A discriminative method for family-based protein remote homology detection that combines inductive logic programming and proposi
Background: Remote homology detection is a hard computational problem. Most approaches have trained computational models by using either full protein sequences or multiple sequenc...
Juliana S. Bernardes, Alessandra Carbone, Gerson Z...
172
Voted
WABI
2009
Springer
142views Bioinformatics» more  WABI 2009»
15 years 10 months ago
Back-Translation for Discovering Distant Protein Homologies
Background: Frameshift mutations in protein-coding DNA sequences produce a drastic change in the resulting protein sequence, which prevents classic protein alignment methods from ...
Marta Gîrdea, Laurent Noé, Gregory Ku...
138
Voted
BMCBI
2010
129views more  BMCBI 2010»
15 years 3 months ago
Detection of distant evolutionary relationships between protein families using theory of sequence profile-profile comparison
Background: Detection of common evolutionary origin (homology) is a primary means of inferring protein structure and function. At present, comparison of protein families represent...
Mindaugas Margelevicius, Ceslovas Venclovas
118
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BIOINFORMATICS
2005
71views more  BIOINFORMATICS 2005»
15 years 3 months ago
Semi-supervised protein classification using cluster kernels
A key issue in supervised protein classification is the representation of input sequences of amino acids. Recent work using string kernels for protein data has achieved state-of-t...
Jason Weston, Christina S. Leslie, Eugene Ie, Deng...