Interpretable Structured Learning with Sparse Gated Sequence Encoder for Protein-Protein Interaction Prediction.
Kishan KCFeng CuiAnne R. HaakeRui LiPublished in: ICPR (2020)
Keyphrases
- structured learning
- protein protein interactions
- multiple sequence alignments
- protein interaction
- predicting protein
- computational methods
- conditional random fields
- functional modules
- high throughput
- protein sequences
- pairwise
- maximum margin
- structured prediction
- protein complexes
- secondary structure
- biological data
- ppi networks
- network topology
- multi class classification
- high dimensional
- machine learning
- learning models
- gene expression
- microarray
- unsupervised learning
- support vector machine
- hidden markov models
- training data
- learning algorithm