Ontology highlight
ABSTRACT:
SUBMITTER: Ribeiro T
PROVIDER: S-EPMC4296389 | biostudies-literature | 2014
REPOSITORIES: biostudies-literature
Ribeiro Tony T Magnin Morgan M Inoue Katsumi K Sakama Chiaki C
Frontiers in bioengineering and biotechnology 20150116
Boolean networks are widely used model to represent gene interactions and global dynamical behavior of gene regulatory networks. To understand the memory effect involved in some interactions between biological components, it is necessary to include delayed influences in the model. In this paper, we present a logical method to learn such models from sequences of gene expression data. This method analyzes each sequence one by one to iteratively construct a Boolean network that captures the dynamic ...[more]