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» A scalable algorithm for clustering protein sequences
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BIOCOMP
2006
15 years 6 months ago
A Multi-strategy Approach to Protein Structural Alphabet Design
- The search for structural similarity among proteins can provide valuable insights into their functional mechanisms and their functional relationships. Though the protein 1D seque...
Shih-Yen Ku, Yuh-Jyh Hu
BIOINFORMATICS
2005
71views more  BIOINFORMATICS 2005»
15 years 5 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...
NIPS
2008
15 years 6 months ago
Scalable Algorithms for String Kernels with Inexact Matching
We present a new family of linear time algorithms based on sufficient statistics for string comparison with mismatches under the string kernels framework. Our algorithms improve t...
Pavel P. Kuksa, Pai-Hsi Huang, Vladimir Pavlovic
BMCBI
2010
121views more  BMCBI 2010»
15 years 2 months ago
A grammar-based distance metric enables fast and accurate clustering of large sets of 16S sequences
Background: We propose a sequence clustering algorithm and compare the partition quality and execution time of the proposed algorithm with those of a popular existing algorithm. T...
David J. Russell, Samuel F. Way, Andrew K. Benson,...
FPL
2004
Springer
109views Hardware» more  FPL 2004»
15 years 10 months ago
Hardware Accelerated Novel Protein Identification
The proteins in living organisms perform almost every significant function that governs life. A protein's functionality depends upon its physical structure, which depends on i...
Anish Alex, Jonathan Rose, Ruth Isserlin-Weinberge...