DA 1.0: parameter estimation of biological pathways using data assimilation approach.
Chuan Hock KohMasao NagasakiAyumu SaitoLimsoon WongSatoru MiyanoPublished in: Bioinform. (2010)
Keyphrases
- parameter estimation
- biological pathways
- data assimilation
- anomaly detection
- simulation models
- kalman filter
- smart environments
- remote sensing
- maximum likelihood
- image sequences
- metabolic pathways
- least squares
- scientific data
- motion field
- agent based simulation
- gene ontology
- model selection
- markov random field
- simulation model
- statistical models
- em algorithm
- biological processes
- approximate inference
- parameter estimation algorithm
- protein protein interactions
- agent based simulations
- structure learning
- expectation maximization
- real time
- unsupervised learning
- motion estimation