Discriminative Graphical Models for Protein Quaternary Structure Motif Detection
author:
Yan Liu,
Carnegie Mellon University
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| Slides | |
| 0:00 | Protein Quaternary Fold Recognition Using Conditional Graphical Models |
| 0:38 | Snapshot of Cell Biology |
| 1:47 | Example Protein Structures |
| 3:54 | Predicting Protein Structures |
| 7:41 | Quaternary Folds and Alignments |
| 9:52 | Related Work |
| 12:44 | Conditional Random Fields |
| 13:55 | Our Solution: Conditional Graphical Models |
| 16:27 | Linked Segmentation CRF |
| 17:37 | Linked Segmentation CRF (II) |
| 18:25 | Approximate Inference - Learning |
| 20:34 | Approximate Inference - Inference |
| 21:47 | Experiments: Target Quaternary Fold |
| 22:46 | Features for Protein Fold Recognition |
| 23:41 | Experiment Results: Fold Recognition |
| 25:44 | Experiment Results: Alignment Prediction |
| 26:45 | Experiment Results: Discovery of New Membership Proteins |
| 28:16 | Conclusion |
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