Over the past two decades, pattern mining techniques have become an integral part of many
bioinformatics solutions. Frequent itemset mining is a popular group of pattern mining …

Since hub nodes have been found to play important roles in many networks, highly
connected hub genes are expected to play an important role in biology as well. However …

The study of the complex web of interactions that link biological molecules in a cell is the
subject of interactomics–currently one of the fastest moving fields in molecular biology. The …

We use a new panel dataset to study the network of formal firm linkages within and across
52 aerospace clusters in North America and Europe. Our theoretical framework, built upon …

Background In addition to component-based comparative approaches, network alignments
provide the means to study conserved network topology such as common pathways and …

Interspecies interaction is an essential mechanism for bacterial communities to develop
antibiotic resistance via horizontal gene transfer. Nonetheless, how bacterial interactions …

Dynamic networks have recently being recognized as a powerful abstraction to model and
represent the temporal changes and dynamic aspects of the data underlying many complex …

Motivation: The rapid accumulation of microarray datasets provides unique opportunities to
perform systematic functional characterization of the human genome. We designed a graph …

Networks are known as perfect tools for modeling various types of systems. In the literature
of network mining, frequent subgraph mining is considered as the essence of mining …

Comparative analyses of cellular interaction networks enable understanding of the cell's
modular organization through identification of functional modules and complexes. These …