Modeling healthcare quality via compact representations of electronic health records J Stojanovic, D Gligorijevic, V Radosavljevic, N Djuric, M Grbovic, ... IEEE/ACM transactions on computational biology and bioinformatics 14 (3 …, 2016 | 47 | 2016 |
Large-scale discovery of disease-disease and disease-gene associations D Gligorijevic, J Stojanovic, N Djuric, V Radosavljevic, M Grbovic, ... Scientific reports 6 (1), 32404, 2016 | 45 | 2016 |
Deep attention model for triage of emergency department patients D Gligorijevic, J Stojanovic, W Satz, I Stojkovic, K Schreyer, D Del Portal, ... Proceedings of the 2018 SIAM International Conference on Data Mining, 297-305, 2018 | 41 | 2018 |
An efficient deep distribution network for bid shading in first-price auctions T Zhou, H He, S Pan, N Karlsson, B Shetty, B Kitts, D Gligorijevic, ... Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 31 | 2021 |
Spatially aware ensemble-based learning to predict weather-related outages in transmission T Dokic, M Pavlovski The Hawaii International Conference on System Sciences–HICSS, Maui, Hawaii …, 2019 | 30 | 2019 |
Semi-supervised learning for structured regression on partially observed attributed graphs J Stojanovic, M Jovanovic, D Gligorijevic, Z Obradovic Proceedings of the 2015 SIAM International Conference on Data Mining, 217-225, 2015 | 29 | 2015 |
Bid shading in the brave new world of first-price auctions D Gligorijevic, T Zhou, B Shetty, B Kitts, S Pan, J Pan, A Flores Proceedings of the 29th ACM International Conference on Information …, 2020 | 27 | 2020 |
Improving confidence while predicting trends in temporal disease networks D Gligorijevic, J Stojanovic, Z Obradovic arXiv preprint arXiv:1803.11462, 2018 | 22 | 2018 |
Uncertainty propagation in long-term structured regression on evolving networks D Gligorijevic, J Stojanovic, Z Obradovic Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016 | 22 | 2016 |
Deeply supervised model for click-through rate prediction in sponsored search J Gligorijevic, D Gligorijevic, I Stojkovic, X Bai, A Goyal, Z Obradovic Data Mining and Knowledge Discovery 33, 1446-1467, 2019 | 21 | 2019 |
Optimizing clinical trials recruitment via deep learning J Gligorijevic, D Gligorijevic, M Pavlovski, E Milkovits, L Glass, K Grier, ... Journal of the American Medical Informatics Association 26 (11), 1195-1202, 2019 | 19 | 2019 |
Social network analysis for better understanding of influenza B Ljubic, D Gligorijevic, J Gligorijevic, M Pavlovski, Z Obradovic Journal of biomedical informatics 93, 103161, 2019 | 19 | 2019 |
Modeling mobile user actions for purchase recommendation using deep memory networks D Gligorijevic, J Gligorijevic, A Raghuveer, M Grbovic, Z Obradovic The 41st International ACM SIGIR Conference on Research & Development in …, 2018 | 19 | 2018 |
Bid shading by win-rate estimation and surplus maximization S Pan, B Kitts, T Zhou, H He, B Shetty, A Flores, D Gligorijevic, J Pan, ... arXiv preprint arXiv:2009.09259, 2020 | 18 | 2020 |
Time-aware user embeddings as a service M Pavlovski, J Gligorijevic, I Stojkovic, S Agrawal, S Komirishetty, ... Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020 | 17 | 2020 |
Disease types discovery from a large database of inpatient records: A sepsis study D Gligorijevic, J Stojanovic, Z Obradovic Methods 111, 45-55, 2016 | 17 | 2016 |
Modeling customer engagement from partial observations J Stojanovic, D Gligorijevic, Z Obradovic Proceedings of the 25th ACM International on Conference on Information and …, 2016 | 9 | 2016 |
Use of disease embedding technique to predict the risk of progression to end-stage renal disease F Zhou, A Gillespie, D Gligorijevic, J Gligorijevic, Z Obradovic Journal of biomedical informatics 105, 103409, 2020 | 8 | 2020 |
Time-aware prospective modeling of users for online display advertising D Gligorijevic, J Gligorijevic, A Flores arXiv preprint arXiv:1911.05100, 2019 | 8 | 2019 |
Prospective modeling of users for online display advertising via deep time-aware model D Gligorijevic, J Gligorijevic, A Flores Proceedings of the 29th ACM International Conference on Information …, 2020 | 4 | 2020 |