A Constructing Method of Functional Model by Integrated Learning from Examples of Software Modification.
Hiroyuki YamadaTetsuo KobashiTsunehiro AibaraPublished in: IEICE Trans. Inf. Syst. (1995)
Keyphrases
- prior knowledge
- mathematical model
- statistical model
- probabilistic model
- learning scheme
- evaluation method
- learned models
- objective function
- classification method
- test data
- modeling method
- neural nets
- bp neural network
- prior information
- sensitivity analysis
- optimization method
- linear model
- learning mechanism
- structural learning
- parameter estimation
- computational model
- cost function
- learning process
- input data
- unsupervised learning
- learning models
- prediction model
- learning algorithm
- energy function
- linear regression
- gaussian distribution
- bayesian framework
- boosted decision trees
- high order
- reconstruction method
- learning tasks
- privileged information
- statistical natural language processing
- set of training examples
- automatically learned
- learning phase
- statistical methods
- segmentation method
- dynamic programming
- similarity measure