Dimensionality Reduction and Prediction of the Protein Macromolecule Dissolution Profile.
Varun Kumar OjhaKonrad JackowskiVáclav SnáselAjith AbrahamPublished in: IBICA (2014)
Keyphrases
- dimensionality reduction
- subcellular localization
- contact map
- protein secondary structure
- protein structure prediction
- prediction accuracy
- drug design
- protein tertiary structure
- protein function prediction
- protein secondary structure prediction
- protein structure
- feature selection
- prediction error
- protein sequences
- prediction model
- low dimensional
- feature extraction
- manifold learning
- high dimensional
- protein homology
- contact maps
- gene prediction
- high dimensionality
- high dimensional data
- principal component analysis
- predicting protein
- image processing
- protein interaction data
- remote homology detection
- data sets
- physico chemical
- experimentally determined
- data representation
- protein interaction
- pattern recognition
- feature space
- drug discovery
- structure preserving
- data points
- semi supervised
- mass spectrometry