A unified approach for sparse dynamical system inference from temporal measurements.
Yannis PantazisIoannis TsamardinosPublished in: Bioinform. (2019)
Keyphrases
- dynamical systems
- dynamic systems
- differential equations
- nonlinear dynamical systems
- spatio temporal
- dynamical behavior
- spatial and temporal
- linear systems
- phase space
- probabilistic inference
- state space
- bayesian inference
- lyapunov exponents
- hidden state
- discrete event
- bayesian networks
- cellular automata
- dynamical models
- immune network
- belief networks
- past observations
- graphical models