One of the exciting problems in systems biology research is to decipher how genome
controls the development of complex biological system. The gene regulatory networks …

Gene regulatory network (GRN) is produced as a result of regulatory interactions between
different genes through their coded proteins in cellular context. Having immense importance …

Gene Regulatory Network (GRN) is a virtual network in a cellular context of an organism,
comprising a set of genes and their internal relationships to regulate protein production rate …

The reconstruction of the topology of gene regulatory networks (GRNs) using high
throughput genomic data such as microarray gene expression data is an important problem …

We have proposed a methodology for the reverse engineering of biologically plausible gene
regulatory networks from temporal genetic expression data. We have used established …

Background Gene expression time series data are usually in the form of high-dimensional
arrays. Unfortunately, the data may sometimes contain missing values: for either the …

In this work we used the decoupled version of the recurrent neural network (RNN) model for
gene network inference from gene expression data. In the decoupled version, the global …

Gene regulatory network (GRN) is the important mechanism of maintaining life process,
controlling biochemical reaction and regulating compound level, which plays an important …

Background The modeling of genetic interactions within a cell is crucial for a basic
understanding of physiology and for applied areas such as drug design. Interactions in gene …

A gene regulatory network (GRN) is a large and complex network consisting of interacting
elements that, over time, affect each other's state. The dynamics of complex gene regulatory …