Marinka Žitnik

Orange: data mining toolbox in python

Janez Demšar, Tomaž Curk, Aleš Erjavec et al. · Journal of Machine Learning Research · 2013 · 1.6K citations

Engineering, Machine Learning, Data Science +14

Modeling polypharmacy side effects with graph convolutional networks

Marinka Žitnik, Monica Agrawal, Jure Leskovec · Bioinformatics · 2018 · 1.3K citations · Full text

GNNExplainer: Generating Explanations for Graph Neural Networks

Rex Ying, Dylan Bourgeois, Jiaxuan You et al. · arXiv (Cornell University) · 2019 · 690 citations · Full text

Cognitive Science, Network Science, Graph Theory +15

Machine learning for integrating data in biology and medicine: Principles, practice, and opportunities

Marinka Žitnik, Francis Nguyen, Bo Wang et al. · Information Fusion · 2018 · 597 citations · Full text

Engineering, Biomedical Data Integration, Data Science +8

Predicting multicellular function through multi-layer tissue networks

Marinka Žitnik, Jure Leskovec · Bioinformatics · 2017 · 522 citations · Full text