Concepedia

Marinka Žitnik

MŽ

Statistics

Publications

97

Citations

13K

H-Index

44

Active since

2013

Affiliations

Harvard University(Current)

Stanford University

Broad Institute

Harvard University Press

Baylor College of Medicine

Marinka Žitnik is an author at Harvard University specializing in machine learning, computing, and bioinformatics.

Publications per year

2013–2025

97

Publications

97

Orange: data mining toolbox in python

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

Computing, Computer Science, Data Science +13

Modeling polypharmacy side effects with graph convolutional networks

Marinka Žitnik, Monica Agrawal, Jure Leskovec · Bioinformatics · 2018 · 1.4K citations · Full text

Life Sciences, Bioinformatics, Pharmacology +17

GNNExplainer: Generating Explanations for Graph Neural Networks

Rex Ying, Dylan Bourgeois, Jiaxuan You et al. · arXiv (Cornell University) · 2019 · 698 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

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

Marinka Žitnik, Francis Nguyen, Bo Wang et al. · Information Fusion · 2018 · 642 citations · Full text

Computing, Bioinformatics, Biomedical Informatics +10

Predicting multicellular function through multi-layer tissue networks

Marinka Žitnik, Jure Leskovec · Bioinformatics · 2017 · 540 citations · Full text

Computing, Bioinformatics, Computational Biology +13

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