Node-degree aware edge sampling mitigates inflated classification performance in biomedical random walk-based graph representation learning.
Cappelletti L, Rekerle L, Fontana T, Hansen P, Casiraghi E, Ravanmehr V, Mungall CJ, Yang JJ, Spranger L, Karlebach G, Caufield JH, Carmody L, Coleman B, Oprea TI, Reese J, Valentini G, Robinson PN.
Cappelletti L, et al. Among authors: coleman b.
Bioinform Adv. 2024 Mar 4;4(1):vbae036. doi: 10.1093/bioadv/vbae036. eCollection 2024.
Bioinform Adv. 2024.
PMID: 38577542
Free PMC article.