Investigating Protein Structure Populations from Simulation Data using Unsupervised Learning.
Gideon K. GogoviJoshua Kiddy K. AsamoahGabriel Obed FosuPublished in: CSCI (2022)
Keyphrases
- simulation data
- protein structure
- unsupervised learning
- molecular biology
- numerical simulations
- protein sequences
- supervised learning
- semi supervised
- protein structure prediction
- secondary structure
- protein tertiary structure
- data sets
- amino acid sequences
- dimensionality reduction
- object recognition
- gene expression data
- computational approaches
- amino acids
- machine learning
- expectation maximization
- nuclear magnetic resonance
- contact map
- high dimensionality
- feature space
- high quality
- protein folding
- input data
- protein function
- protein structure alignment