Comparative analyses of gene co-expression networks: Implementations and applications in the study of evolution

K Ovens, BF Eames, I McQuillan - Frontiers in Genetics, 2021 - frontiersin.org
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 …

Network alignment and motif discovery in dynamic networks

P Cinaglia, M Cannataro - … Modeling Analysis in Health Informatics and …, 2022 - Springer
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 …

Survey of local and global biological network alignment: the need to reconcile the two sides of the same coin

PH Guzzi, T Milenković - Briefings in bioinformatics, 2018 - academic.oup.com
Analogous to genomic sequence alignment that allows for across-species transfer of
biological knowledge between conserved sequence regions, biological network alignment …

SANA: simulated annealing far outperforms many other search algorithms for biological network alignment

N Mamano, WB Hayes - Bioinformatics, 2017 - academic.oup.com
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 …

Current and future directions in network biology

M Zitnik, MM Li, A Wells, K Glass, DM Gysi… - ar** that identifies topologically or
functionally similar network regions between molecular networks of different species …

Supervised biological network alignment with graph neural networks

K Ding, S Wang, Y Luo - Bioinformatics, 2023 - academic.oup.com
Motivation Despite the advances in sequencing technology, massive proteins with known
sequences remain functionally unannotated. Biological network alignment (NA), which aims …

[HTML][HTML] MultiGlobAl: Global alignment of multilayer networks

P Cinaglia, M Cannataro - SoftwareX, 2023 - Elsevier
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 …

Low rank spectral network alignment

H Nassar, N Veldt, S Mohammadi, A Grama… - Proceedings of the …, 2018 - dl.acm.org
Network alignment or graph matching is the classic problem of finding matching vertices
between two graphs with applications in network de-anonymization and bioinformatics …