activity
20242026
most citedCAKR: Commutative algebra k-mer representations for genomics

1 citations · 1 across the 7 of their papers we have counts for

collaborators
Showing math.ACShow all

1 paper · 1 filter

math.AC2025

GBNL: Graded Betti Number Learning of Complex Biological Data

Mushal Zia, Faisal Suwayyid, Guo-Wei Wei

While persistent homology is widely used for data shape analysis, persistent commutative algebra (PCA) has seen limited adoption in machine learning and data science. Unlike persis…