High-throughput platforms such as microarray, mass spectrometry, and next-generation sequencing are producing an increasing volume of omics data that needs large data storage and computing power.

Bioinformatics has become an increasingly important tool for molecular biologists, especially for the analysis of microarray data. Microarrays can produce vast amounts of information requiring a ...

A single microarray can provide information on the expression of tens of thousands of genes. The amount of information generated by a microarray-based experiment is sufficiently large that no single ...

The main topics addressed in this book are big data analytics problems in bioinformatics research such as microarray data analysis, sequence analysis, genomics-based analytics, disease network ...

ABSTRACT: Analyzing gene network structure is an important way to discover and understand some unknown relevant functions and regulatory mechanisms of organism at the molecular level. In this work, ...

BLACKSBURG, VA., Oct. 26, 2001—A multidisciplinary team of bioinformatics researchers from Virginia Tech has won a prestigious $600,000 award from the National Science Foundation (NSF) Next Generation ...

High-throughput (HT) sequencing, microarray screening and protein expression profiling technologies drive discovery efforts in today's genomics and proteomics laboratories. These tools allow ...

ABSTRACT: The objective of this project was to search for consensus in differential gene expression data and in regulation of differentially expressed genes among DNA microarray studies of ...

Abstract: DNA microarrays, which allow for the parallel analysis of thousands of genes, have become the most popular functional genomic tool in use today. Substantial data sets are currently being ...