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Discriminative Graphical Models for Protein Quaternary Structure Motif Detection
Published on Jun 24, 20075695 Views
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Chapter list
Protein Quaternary Fold Recognition Using Conditional Graphical Models00:00
Snapshot of Cell Biology00:38
Example Protein Structures01:47
Predicting Protein Structures03:54
Quaternary Folds and Alignments07:41
Related Work09:52
Conditional Random Fields12:44
Our Solution: Conditional Graphical Models13:55
Linked Segmentation CRF16:27
Linked Segmentation CRF (II)17:37
Approximate Inference - Learning18:25
Approximate Inference - Inference20:34
Experiments: Target Quaternary Fold21:47
Features for Protein Fold Recognition22:46
Experiment Results: Fold Recognition23:41
Experiment Results: Alignment Prediction25:44
Experiment Results: Discovery of New Membership Proteins26:45
Conclusion28:16