An novel method of protein secondary structure prediction based on compound pyramid model.
Bingru YangYun ZhaiWu QuBing AnLijun WangHaifeng SuiPublished in: FSKD (2010)
Keyphrases
- mathematical model
- cost function
- protein secondary structure prediction
- sensitivity analysis
- probabilistic model
- objective function
- theoretical analysis
- statistical model
- linear model
- similarity measure
- modeling method
- em algorithm
- evaluation method
- energy function
- classification method
- prior knowledge
- input data
- reconstruction method
- optimization method
- prior information
- prediction model
- bp neural network
- fuzzy k nearest neighbor
- parameter estimation
- multiresolution
- pairwise
- real world
- classification algorithm
- bayesian framework
- linear regression
- segmentation method
- gaussian distribution
- image representation
- machine learning
- protein secondary structure
- neural network