A Method to Avoid Diverging Components in the Candecomp/Parafac Model for Generic I˟J˟2 Arrays.
Alwin StegemanLieven De LathauwerPublished in: SIAM J. Matrix Anal. Appl. (2008)
Keyphrases
- probabilistic model
- mathematical model
- cost function
- high order
- statistical model
- input data
- objective function
- study proposes
- generic model
- prior knowledge
- evaluation method
- modeling method
- detection method
- monte carlo simulation
- optimization method
- theoretical analysis
- parameter estimation
- em algorithm
- hybrid method
- linear model
- test data
- markov model
- linear regression
- energy function
- high accuracy
- optimization model
- closed form
- pairwise
- bp neural network
- high level
- network model
- reconstruction method
- prediction model
- significant improvement
- neural network
- parameter space
- kalman filter
- classification method
- hybrid model
- regression analysis
- higher order
- probability distribution
- dynamic programming
- preprocessing
- similarity measure