Multi-View Kernel Learning for Identification of Disease Genes.
Sign Up to like & getrecommendations! Published in 2023 at "IEEE/ACM transactions on computational biology and bioinformatics"
DOI: 10.1109/tcbb.2023.3247033
Abstract: Gene expression data sets and protein-protein interaction (PPI) networks are two heterogeneous data sources that have been extensively studied, due to their ability to capture the co-expression patterns among genes and their topological connections. Although… read more here.
Keywords: disease genes; kernel learning; multi view; view kernel ... See more keywords
Contrastive Multi-View Kernel Learning.
Sign Up to like & getrecommendations! Published in 2023 at "IEEE transactions on pattern analysis and machine intelligence"
DOI: 10.1109/tpami.2023.3253211
Abstract: Kernel method is a proven technique in multi-view learning. It implicitly defines a Hilbert space where samples can be linearly separated. Most kernel-based multi-view learning algorithms compute a kernel function aggregating and compressing the views… read more here.
Keywords: contrastive multi; view; multi view; view kernel ... See more keywords