Hybrid protein model (HPM): a method for building a library of overlapping local structural prototypes. Sensitivity study and improvements of the training.
Cristina BenrosAlexandre G. de BrevernSerge A. HazoutPublished in: NNSP (2003)
Keyphrases
- study proposes
- mathematical model
- sensitivity analysis
- simulation study
- objective function
- probabilistic model
- statistical model
- regression analysis
- cost function
- prediction model
- theoretical analysis
- test data
- prior knowledge
- evaluation method
- linear regression
- high level
- hybrid model
- modeling method
- neural network
- autoregressive
- input data
- linear model
- parameter estimation
- classification algorithm
- similarity measure
- training process
- em algorithm
- bp neural network
- energy function
- prior information
- optimization method
- gaussian distribution
- network model
- training algorithm
- bayesian framework
- training set
- segmentation method
- training phase
- reconstruction method
- feed forward neural networks
- spatial structure