An information-theoretic algorithm to data-driven genetic pathway interaction network reconstruction of dynamic systems.
Farzaneh FarhangmehrDaniel M. TartakovskyParastou SadatmousaviMano Ram MauryaShankar SubramaniamPublished in: BIBM (2013)
Keyphrases
- information theoretic
- dynamic systems
- data driven
- mutual information
- dynamic programming
- learning algorithm
- optimal solution
- log likelihood
- information theory
- entropy measure
- k means
- relative entropy
- complex systems
- objective function
- image registration
- search space
- dynamical systems
- continuous variables
- qualitative reasoning
- kl divergence
- theoretic framework
- bregman divergences
- probabilistic model
- jensen shannon divergence
- information theoretic measures