Browse by Person

Marinka Zitnik and Blaz Zupan (2015) Data Fusion by Matrix Factorization. IEEE Transactions on Pattern Analysis & Machine Intelligence, 37 (1). pp. 41-53.

Marinka Zitnik and Blaz Zupan (2015) Gene network inference by fusing data from diverse distributions. Bioinformatics, 31 (12). i230-9.

Marinka Zitnik and Edward A Nam and Christopher Dinh and Adam Kuspa and Gad Shaulsky and Blaz Zupan (2015) Gene prioritization by compressive data fusion and chaining. PLoS Computational Biology, 11 (10). e1004552.

Marinka Zitnik and Blaz Zupan (2014) Matrix factorization-based data fusion for gene function prediction in baker's yeast and slime mold. In: PSB, Jan 2014, The Big Island of Hawaii.

Marinka Zitnik and Blaz Zupan (2014) Imputation of quantitative genetic interactions in epistatic MAPs by interaction propagation matrix completion. In: RECOMB, Pittsburgh.

Marinka Zitnik and Blaz Zupan (2014) Matrix factorization-based data fusion for drug-induced liver injury prediction. Systems Biomedicine, 2 . e28527.

Blaz Zupan and Marinka Zitnik (2014) Gene network inference by probabilistic scoring of relationships from a factorized model of interactions. Bioinformatics, 30 (12). i246-i254.

Marinka Zitnik and Blaz Zupan (2014) Survival regression by data fusion. Systems Biomedicine, 2 (3). pp. 49-55.

Marinka Zitnik and Vuk Janjic and Chris Larminie and Blaz Zupan and Natasa Przulj (2013) Discovering disease-disease associations by fusing systems-level molecular data. Scientific Reports, 13 . p. 3202.

Marinka Zitnik and Blaz Zupan (2012) NIMFA: A Python Library for Nonnegative Matrix Factorization. Journal of Machine Learning Research, 13 . pp. 849-853.

Marinka Zitnik and Blaz Zupan Matrix factorization-based data fusion for drug-induced liver injury prediction. In: CAMDA, July 2013, Berlin.