G-protein Coupled Receptor Subfamilies Prediction Based on Nearest Neighbor Approach.
Mudassir FayyazAdnan MujahidAsifullah KhanTae-Sun ChoiNadeem IqbalPublished in: BIBE (2007)
Keyphrases
- nearest neighbor
- subcellular localization
- contact map
- protein structure prediction
- protein secondary structure
- prediction accuracy
- protein structure
- drug design
- high dimensional
- drug discovery
- k nearest neighbor
- contact maps
- protein tertiary structure
- protein secondary structure prediction
- predicting protein
- protein homology
- protein interaction
- prediction error
- knn
- protein sequences
- amino acids
- prediction model
- high dimensional data
- experimentally determined
- prediction algorithm
- protein classification
- training set
- learning algorithm
- neural network
- remote homology detection
- influenza virus
- index structure
- gene prediction
- sequence alignment