1 citations · 1 across the 1 of their papers we have counts for
3 papers
Thematic recommendations on knowledge graphs using multilayer networks
Mariano Beguerisse-Díaz, Dimitrios Korkinof, Till Hoffmann
We present a framework to generate and evaluate thematic recommendations based on multilayer network representations of knowledge graphs (KGs). In this representation, each layer e…
High-Resolution Mammogram Synthesis using Progressive Generative Adversarial Networks
Dimitrios Korkinof, Tobias Rijken, Michael O'Neill +3
The ability to generate synthetic medical images is useful for data augmentation, domain transfer, and out-of-distribution detection. However, generating realistic, high-resolution…
The Kernel Pitman-Yor Process
Sotirios P. Chatzis, Dimitrios Korkinof, Yiannis Demiris
In this work, we propose the kernel Pitman-Yor process (KPYP) for nonparametric clustering of data with general spatial or temporal interdependencies. The KPYP is constructed by fi…