no code implementations • 8 Feb 2023 • Jan Kralj, Blaž Škrlj, Živa Ramšak, Nada Lavrač, Kristina Gruden
Biological systems can be studied at multiple levels of information, including gene, protein, RNA and different interaction networks levels.
1 code implementation • 29 Oct 2019 • Blaz Škrlj, Jan Kralj, Nada Lavrač
The proposed SGE approach on a venue classification task outperforms shallow node embedding methods such as DeepWalk, and performs similarly to metapath2vec, a black-box representation learner that can exploit node and edge types in a given graph.
1 code implementation • 17 Jul 2019 • Blaž Škrlj, Jan Kralj, Nada Lavrač
Mining complex data in the form of networks is of increasing interest in many scientific disciplines.
1 code implementation • 11 Feb 2019 • Blaž Škrlj, Jan Kralj, Janez Konc, Marko Robnik-Šikonja, Nada Lavrač
Network node embedding is an active research subfield of complex network analysis.
1 code implementation • 1 Feb 2019 • Blaž Škrlj, Matej Martinc, Jan Kralj, Nada Lavrač, Senja Pollak
The use of background knowledge is largely unexploited in text classification tasks.