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» Shotgun Protein Sequencing
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ICML
2004
IEEE
14 years 8 months ago
Training conditional random fields via gradient tree boosting
Conditional Random Fields (CRFs; Lafferty, McCallum, & Pereira, 2001) provide a flexible and powerful model for learning to assign labels to elements of sequences in such appl...
Thomas G. Dietterich, Adam Ashenfelter, Yaroslav B...
EVOW
2010
Springer
14 years 2 months ago
Top-Down Induction of Phylogenetic Trees
We propose a novel distance based method for phylogenetic tree reconstruction. Our method is based on a conceptual clustering method that extends the well-known decision tree learn...
Celine Vens, Eduardo Costa, Hendrik Blockeel
IPPS
2006
IEEE
14 years 1 months ago
Bio-sequence database scanning on a GPU
Protein sequences with unknown functionality are often compared to a set of known sequences to detect functional similarities. Efficient dynamic programming algorithms exist for t...
Weiguo Liu, Bertil Schmidt, Gerrit Voss, Adrian Sc...
ISDA
2006
IEEE
14 years 1 months ago
From Gene to Drug: A Proof of Concept for a Plausible Computational Pathway
The last decade has witnessed an exponential growth of sequence information in the field of biological macromolecules such as proteins and nucleic acids and their interactions wit...
Sandhya Shenoy, B. Jayaram, N. Latha, Pooja Narang...
ISCAS
2005
IEEE
129views Hardware» more  ISCAS 2005»
14 years 1 months ago
A reconfigurable architecture for scanning biosequence databases
—Unknown protein sequences are often compared to a set of known sequences (a database scan) to detect functional similarities. Even though efficient dynamic programming algorithm...
Timothy F. Oliver, Bertil Schmidt, Douglas L. Mask...