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» Hidden Markov models for detecting remote protein homologies
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BIOINFORMATICS
1998
66views more  BIOINFORMATICS 1998»
13 years 6 months ago
Hidden Markov models for detecting remote protein homologies
Kevin Karplus, Christian Barrett, Richard Hughey
JCB
2000
107views more  JCB 2000»
13 years 6 months ago
A Discriminative Framework for Detecting Remote Protein Homologies
A new method for detecting remote protein homologies is introduced and shown to perform well in classifying protein domains by SCOP superfamily. The method is a variant of support...
Tommi Jaakkola, Mark Diekhans, David Haussler
BMCBI
2010
101views more  BMCBI 2010»
13 years 6 months ago
Hidden Markov model speed heuristic and iterative HMM search procedure
Background: Profile hidden Markov models (profile-HMMs) are sensitive tools for remote protein homology detection, but the main scoring algorithms, Viterbi or Forward, require con...
L. Steven Johnson, Sean R. Eddy, Elon Portugaly
RECOMB
2002
Springer
14 years 6 months ago
Combining pairwise sequence similarity and support vector machines for remote protein homology detection
One key element in understanding the molecular machinery of the cell is to understand the meaning, or function, of each protein encoded in the genome. A very successful means of i...
Li Liao, William Stafford Noble
JCB
2002
116views more  JCB 2002»
13 years 5 months ago
A Novel Approach to Remote Homology Detection: Jumping Alignments
We describe a new algorithm for protein classi cation and the detection of remote homologs. The rationale is to exploit both vertical and horizontal information of a multiple alig...
Rainer Spang, Marc Rehmsmeier, Jens Stoye