55 search results - page 1 / 11 » Conditional Random Fields for Transmembrane Helix Prediction |
PAKDD
2005
ACM
13 years 10 months ago
2005
ACM
Abstract. It is estimated that 20% of genes in the human genome encode for integral membrane proteins (IMPs) and some estimates are much higher. IMPs control a broad range of event...
CSB
2005
IEEE
13 years 10 months ago
2005
IEEE
As the first step toward a multi-scale, hierarchical computational approach for membrane protein structure prediction, the packing of transmembrane helices was modeled at the resi...
RECOMB
2005
Springer
14 years 4 months ago
2005
Springer
Abstract. Protein fold recognition is an important step towards understanding protein three-dimensional structures and their functions. A conditional graphical model, i.e. segmenta...
JCB
2006
13 years 4 months ago
2006
Protein fold recognition is an important step towards understanding protein three-dimensional structures and their functions. A conditional graphical model, i.e., segmentation con...
JMLR
2010
12 years 11 months ago
2010
We propose a non-linear graphical model for structured prediction. It combines the power of deep neural networks to extract high level features with the graphical framework of Mar...