Over the last few years, main effect genetic association analysis has proven to be a
successful tool to unravel genetic risk components to a variety of complex diseases. In the …

MicroRNAs, by regulating the expression of hundreds of target genes, play critical roles in
developmental biology and the etiology of numerous diseases, including cancer. As a vast …

Data cubes are widely used as a powerful tool to provide multidimensional views in data
warehousing and On-Line Analytical Processing (OLAP). However, with increasing data …

Motivation: Recent studies suggested that a combination of multiple single nucleotide
polymorphisms (SNPs) could have more significant associations with a specific phenotype …

Background Research in epistasis or gene-gene interaction detection for human complex
traits has grown over the last few years. It has been marked by promising methodological …

Background Research in epistasis or gene-gene interaction detection for human complex
traits has grown over the last few years. It has been marked by promising methodological …

In many scientific applications, it is critical to determine if there is a relationship between a
combination of objects. The strength of such an association is typically computed using …

Due to the vast amounts of SNPs and huge search space, how to decrease the total
computation costs is a challenge in genome wide association studies (GWAS). Triggered by …

Micro RNAs, by regulating the expression of hundreds of target genes, play critical roles in
developmental biology and the etiology of numerous diseases, including cancer. As vast …

Many of today's applications, such as scientific, financial and social networking applications,
are generating and collecting data at an alarming rate. As the size of data grows, it becomes …