Interpretable Structured Learning with Sparse Gated Sequence Encoder for Protein-Protein Interaction Prediction.
Kishan KCFeng CuiAnne R. HaakeRui LiPublished in: CoRR (2020)
Keyphrases
- structured learning
- protein protein interactions
- multiple sequence alignments
- protein interaction
- predicting protein
- computational methods
- conditional random fields
- high throughput
- pairwise
- maximum margin
- functional modules
- network topology
- high precision
- high dimensional
- structural properties
- protein sequences
- protein interaction networks
- protein complexes
- network analysis
- structured prediction
- ppi networks
- learning models
- unsupervised learning
- text mining
- feature vectors
- data sets