Comparative analyses of gene co-expression networks: Implementations and applications in the study of evolution
Similarities and differences in the associations of biological entities among species can
provide us with a better understanding of evolutionary relationships. Often the evolution of …
provide us with a better understanding of evolutionary relationships. Often the evolution of …
Network alignment and motif discovery in dynamic networks
In the-omics era, bioinformatics technologies allowed the development of several
approaches useful to analyze biological systems. To provide a deep insight into a biological …
approaches useful to analyze biological systems. To provide a deep insight into a biological …
Survey of local and global biological network alignment: the need to reconcile the two sides of the same coin
Analogous to genomic sequence alignment that allows for across-species transfer of
biological knowledge between conserved sequence regions, biological network alignment …
biological knowledge between conserved sequence regions, biological network alignment …
SANA: simulated annealing far outperforms many other search algorithms for biological network alignment
Every alignment algorithm consists of two orthogonal components: an objective function M
measuring the quality of an alignment, and a search algorithm that explores the space of …
measuring the quality of an alignment, and a search algorithm that explores the space of …
Supervised biological network alignment with graph neural networks
Motivation Despite the advances in sequencing technology, massive proteins with known
sequences remain functionally unannotated. Biological network alignment (NA), which aims …
sequences remain functionally unannotated. Biological network alignment (NA), which aims …
[HTML][HTML] MultiGlobAl: Global alignment of multilayer networks
In bioinformatics, networks are used for modeling biological objects (eg, genes, proteins,
drugs) as nodes, and their interactions as edges. A multilayer network is used for modeling …
drugs) as nodes, and their interactions as edges. A multilayer network is used for modeling …
Low rank spectral network alignment
Network alignment or graph matching is the classic problem of finding matching vertices
between two graphs with applications in network de-anonymization and bioinformatics …
between two graphs with applications in network de-anonymization and bioinformatics …