Biological Protein-Protein Interaction Prediction Using Binding Free Energies and Linear Dimensionality Reduction.
Luis RuedaCarolina GárateSridip BanerjeeMd. Mominul AzizPublished in: PRIB (2010)
Keyphrases
- protein protein interactions
- protein interaction
- linear dimensionality reduction
- interacting proteins
- drug design
- predicting protein
- biological processes
- functional modules
- biological data
- protein complexes
- wet lab
- protein protein
- computational methods
- protein interaction data
- systems biology
- high throughput
- dimensionality reduction
- computational approaches
- ppi networks
- biomedical literature
- pattern classification
- gene expression
- regulatory networks
- gene ontology
- protein interaction networks
- biological systems
- protein function
- component analysis
- saccharomyces cerevisiae
- network topology
- dna binding
- network analysis
- biological networks
- high precision
- molecular biology
- principal component analysis
- pattern recognition
- low dimensional
- protein structure prediction
- protein protein interaction networks
- genomic data
- face recognition
- binding sites
- statistical methods
- discriminant analysis
- gene expression data
- social network analysis
- secondary structure
- multiple sequence alignments
- protein sequences
- structural properties