Parameter Estimation of In Silico Biological Pathways with Particle Filtering Towards a Petascale Computing.
Kazuyuki NakamuraRyo YoshidaMasao NagasakiSatoru MiyanoTomoyuki HiguchiPublished in: Pacific Symposium on Biocomputing (2009)
Keyphrases
- parameter estimation
- particle filtering
- biological pathways
- visual tracking
- particle filter
- maximum likelihood
- model selection
- least squares
- markov random field
- approximate inference
- em algorithm
- mean shift
- object tracking
- appearance model
- parameter estimation algorithm
- scientific data
- human motion
- random fields
- statistical models
- expectation maximization
- dynamic bayesian networks
- kalman filter
- markov chain monte carlo
- posterior distribution
- state estimation
- structure learning
- gene ontology
- biological processes
- metabolic pathways
- data mining