In the last decade, there has been a growing body of literature addressing the utilization of
complex network methods for the characterization of dynamical systems based on time …

Each complex network (or class of networks) presents specific topological features which
characterize its connectivity and highly influence the dynamics of processes executed on the …

One-mode projecting is extensively used to compress bipartite networks. Since one-mode
projection is always less informative than the bipartite representation, a proper weighting …

Many large real-world networks actually have a two-mode nature: their nodes may be
separated into two classes, the links being between nodes of different classes only. Despite …

As the vast majority of network measures are defined for one-mode networks, two-mode
networks often have to be projected onto one-mode networks to be analyzed. A number of …

Recent studies have shown that novel collective behaviors emerge in complex systems due
to the presence of higher-order interactions. However, how the collective behavior of a …

The latest advances in high-throughput techniques during the past decade allowed the
systems biology field to expand significantly. Today, the focus of biologists has shifted from …

Phenotype robustness to environmental fluctuations is a common biological phenomenon.
Although most phenotypes involve multiple proteins that interact with each other, the basic …

Bipartite networks are of great importance in many realworld applications. In bipartite
networks, butterfly (ie, a complete 2× 2 biclique) is the smallest non-trivial cohesive structure …

Virus genomes are prone to extensive gene loss, gain, and exchange and share no
universal genes. Therefore, in a broad-scale study of virus evolution, gene and genome …