Stojkovic, I., Gligorijevic, D., Ravindran, S., Joseph, E., Agrawal, S., Gligorijevic, J. “System and method for demographics/interests prediction using data from different sources and application thereof”, US Patent App. 18158404, 2024
Gligorijevic, J., Stojkovic, I., Pavlovski, M., Agrawal, S., Gligorijevic, D., Ravindran, S., Tang, R., Komirishetty, S., Iyer, C., Bhamidipati, N. “Time-preserving embeddings”, US Patent, Patent Number: 11868886, App Number: 17157071, 2024
Pavlovski, M., Gligorijevic, D., Gligorijevic, J., Stojkovic, I., Ravindran, S., Agrawal, S., Bhamidipati, N. “System and method for joint predictive modeling of multiple targeting segments”, US Patent App. 17711547, 2023
Pavlovski, M., Ravindran, S., Gligorijevic, D., Agrawal, S., Stojkovic, I., Segura-Nunez, N., Gligorijevic, J.,“Extreme Multi-Label Classification for Ad Targeting using Factorization Machines”, Proc. 29th ACM SIGKDD Conf. Knowledge Discovery and Data Mining (KDD 2023), Long Beach, CA, USA, Aug. 2023
Gligorijevic, D., Gligorijevic, J., Flores, A. “Predicting Actions of Users Using Heterogeneous Online Signals”, In Big Data 10(4), 298-312
Gligorijevic, D., Gligorijevic, J., Flores, A. “Prospective Modeling of Users for Online Display Advertising via Deep Time-Aware Model”, In Proceedings of the 29th ACM International Conference on Information and Knowledge Management (CIKM’20), October 19–23, 2020, Virtual Event, Ireland
Pavlovski, M., Gligorijevic, J., Stojkovic, I., Agrawal, S., Komirishetty, S., Gligorijevic, D., Bhamidipati, N., Obradovic, Z. (2020) ” Time-Aware User Embeddings as a Service,” Proc. 26th ACM SIGKDD Conf. Knowledge Discovery and Data Mining (KDD 2020), San Diego, Aug. 2020.
Zhou F, Gillespie A, Gligorijevic D, Gligorijevic J, Obradovic Z. (2020) “Use of Disease Embedding Technique to Predict the Risk of Progression to End-Stage Renal Disease”. Journal of Biomedical Informatics. Elsevier. 2020 Apr 15:103409.
Mishra, S., Verma, M., and Gligorijevic, J., (2019) “Guiding Creative Design in Online Advertising”, In Proceedings of the 13th ACM Conference on Recommender Systems (RecSys 2019), Copenhagen, Denmark, September. 2019.
Zhou, Y., Mishra, S., Gligorijevic, J., Bhatia, T. and Bhamidipati, N. (2019) “Understanding Consumer Journey using Attention based Recurrent Neural Networks”, In Proceedings of the 25th ACM SIGKDD Conf. Knowledge Discovery and Data Mining (KDD 2019), Anchorage, Alaska, Aug. 2019.
Mishra, S., Gligorijevic, J., and Bhamidipati, N. (2019) “Learning from Multi-User Activity Trails for B2B Ad Targeting”, AdKDD 2019 Workshop, held in conjunction with the 25th ACM SIGKDD Conf. Knowledge Discovery and Data Mining, Anchorage, Alaska, Aug. 2019.
Gligorijevic, Dj., Gligorijevic, J., and Flores, A. (2019) “Time-Aware Prospective Modeling of Users for Online Display Advertising”, AdKDD 2019 Workshop, held in conjunction with the 25th ACM SIGKDD Conf. Knowledge Discovery and Data Mining, Anchorage, Alaska, Aug. 2019. - *Runner-up best paper award
Gligorijevic, J., Gligorijevic, Dj., Stojkovic, I., Bai, X., Goyal, A., Obradovic, Z. (2019) "Deeply Supervised Model for Click-Through Rate Prediction in Sponsored Search," Data Mining and Knowledge Discovery, https://doi.org/10.1007/s10618-019-00625-3
Gligorijevic, J., Gligorijevic, Dj, Pavlovski, M., Milkovitz, E., Glass, L., Grier, K., Vankireddy, P., Obradovic, Z. (2019) "Optimizing Clinical Trials Recruitment via Deep Learning," Journal of the American Medical Informatics Association, ocz064, https://doi.org/10.1093/jamia/ocz064
Stojkovic, I., Jelisavcic, V., Gligorijevic, J., Gligorijevic, Dj., Obradovic, Z. (2019) ”Decomposition Based Reparameterization for Efficient Estimation of Sparse Gaussian Conditional Random Fields,” 36th International Conference on Machine Learning (ICML) Workshop on Tractable Probabilistic Modeling (TMP), Long Beach, CA, June 2019
Ljubic, B., Gligorijevic, Dj, Gligorijevic, J., Pavlovski, M., Obradovic, Z. (2019) "Social Network Analysis for Better Understanding of Influenza," Journal of Biomedical Informatics, vol. 93, May 2019, 103161.
Gligorijevic, Dj., Stojanovic, J., Ranghuveer A., Grbovic, M., Obradovic, Z., (2018) " Modeling Mobile User Actions for Purchase Recommendation using Deep Memory Networks", In Proceedings of the 41th International ACM SIGIR Conference on Research and Development in Information Retrieval, Ann Arbor Michigan, U.S.A
Gligorijevic, Dj., Stojanovic, J. , Satz, W., Stojkovic, I., Schreyer,K., Del Portal, D., Obradovic, Z. (2018) "Deep Attention for Triage of Emergency Department Patients," 2018 SIAM International Conference on Data Mining, San Diego, CA, May 2018.
Stojanovic, J., Gligorijevic, D., Radosavljevic, V., Djuric, N., Grbovic, M. and Obradovic, Z., (2017) “Modeling healthcare quality via compact representations of electronic health records”. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 14(3), pp.545-554.
Kezunovic, M., Obradovic, Z., Dokic, T., Zhang, B., Stojanovic, J., Dehghanian, P., Chen, P.C., (2017) "Predicting Spatiotemporal Impact of Weather on Power Systems Using Big Data Science, " in Data Science and Big Data: An Environment of Computational Intelligence, Editors: Pedrycz, W. and Chen, S.M., Springer.
Gligorijevic, D., Stojanovic, J. and Obradovic, Z., (2016) “Disease types discovery from a large database of inpatient records: A sepsis study”. Methods, 2016 Dec, 111, pp.45-55.
Stojanovic J, Gligorijevic D, Obradovic Z. “Modeling customer engagement from partial observations” (2016) InProceedings of the 25th ACM International on Conference on Information and Knowledge Management 2016 Oct 24 (pp. 1403-1412). ACM., Indianapolis, United States October 24 - 28, 2016
Gligorijevic, Dj., Stojanovic, J., Djuric, N., Radosavljevic, V., Grbovic, M., Kulathinal, R.J., Obradovic, Z. (2016) "Large-Scale Discovery of Disease-Disease and Disease-Gene Associations," Scientific Reports, Nature Publishing Group, 2016, Aug 31, 6:32404 doi 10.1038/srep32404.
Gligorijevic, D., Stojanovic, J., Obradovic, Z., (2016) ”Uncertainty propagation in long-term structured regression on evolving networks”, In Proc. the Thirtieth AAAI Conference on Artificial Intelligence (AAAI-16), February 2016
Dokic, T., Dehghanian, P., Chen, P.-C., Kezunovic, M., Medina-Cetina, Z., Stojanovic, J. and Obradovic, Z. (2016) “Risk assessment of a transmission line insulation breakdown due to lightning and sever weather”. Proceedings of Hawaiian International Conference on System Sciences (HICSS-49).
Stojanovic, J., Jovanovic, M., Gligorijevic, Dj., Obradovic, Z. (2015) "Semi-supervised learning for structured regression on partially observed attributed graphs" Proceedings of the 2015 SIAM International Conference on Data Mining (SDM 2015) Vancouver, Canada, April 30 - May 02, 2015
Gligorijevic, Dj., Stojanovic, J., Obradovic, Z. (2015) "Improving confidence while predicting trends in temporal disease networks", 2015 SIAM International Conference on Data Mining, 4th Workshop on Data Mining for Medicine and Healthcare (SDM-DMMH 2015), Vancouver, Canada, April 30 - May 02, 2015
Jovanovic, M., Stojanovic, J., Vukicevic, M., Stojanovic, V., & Delibasic, B. (2012). “NeurophRM: Integration of the Neuroph framework into RapidMiner”. Proceedings of the 3rd RapidMiner Community Meeting and Conference (RCOMM 2012) (pp. 39-50). Budapest: Shaker Verlag
Vukicevic, M., Stojanovic, V., Stojanovic, J., & Jovanovic, M. (2012) “Recommender system for selection of the right study program for higher education students”. Symopis 2012, 39.Symposium of Operational Research. Tara