Accurate Prediction of Protein Hot Spots Residues Based on Gentle AdaBoost Algorithm.
Zhen SunJun ZhangChun-Hou ZhengBing WangPeng ChenPublished in: ICIC (1) (2016)
Keyphrases
- hot spots
- contact map
- adaboost algorithm
- protein structure
- protein structure prediction
- protein sequences
- face detection
- experimentally determined
- protein protein interactions
- amino acids
- protein chains
- location prediction
- protein function
- multiple sequence alignments
- physicochemical properties
- amino acid sequences
- prediction accuracy
- protein interaction
- training process
- computer vision
- object detection
- boosting algorithms
- high throughput
- high precision
- neural network