| Predicting complications of diabetes mellitus using advanced machine learning algorithms B Ljubic, AA Hai, M Stanojevic, W Diaz, D Polimac, M Pavlovski, ... Journal of the American Medical Informatics Association 27 (9), 1343-1351, 2020 | 93 | 2020 |
| Influence of medical domain knowledge on deep learning for Alzheimer's disease prediction B Ljubic, S Roychoudhury, XH Cao, M Pavlovski, S Obradovic, R Nair, ... Computer methods and programs in biomedicine 197, 105765, 2020 | 58 | 2020 |
| Hierarchical convolutional neural networks for event classification on PMU measurements M Pavlovski, M Alqudah, T Dokic, AA Hai, M Kezunovic, Z Obradovic IEEE Transactions on Instrumentation and Measurement 70, 1-13, 2021 | 50 | 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 | 38 | 2019 |
| Fault detection utilizing convolution neural network on timeseries synchrophasor data from phasor measurement units M Alqudah, M Pavlovski, T Dokic, M Kezunovic, Y Hu, Z Obradovic IEEE Transactions on Power Systems 37 (5), 3434-3442, 2021 | 34 | 2021 |
| Autonomous navigation for drone swarms in GPS-denied environments using structured learning W Power, M Pavlovski, D Saranovic, I Stojkovic, Z Obradovic IFIP International Conference on Artificial Intelligence Applications and …, 2020 | 33 | 2020 |
| 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 | 33 | 2019 |
| Transfer learning for event detection from PMU measurements with scarce labels AA Hai, T Dokic, M Pavlovski, T Mohamed, D Saranovic, M Alqudah, ... IEEE Access 9, 127420-127432, 2021 | 26 | 2021 |
| Generating highly accurate prediction hypotheses through collaborative ensemble learning N Arsov, M Pavlovski, L Basnarkov, L Kocarev Scientific reports 7 (1), 44649, 2017 | 22 | 2017 |
| 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 | 21 | 2019 |
| 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 | 18 | 2020 |
| Interception of automated adversarial drone swarms in partially observed environments D Saranovic, M Pavlovski, W Power, I Stojkovic, Z Obradovic Integrated Computer-Aided Engineering 28 (4), 335-348, 2021 | 17 | 2021 |
| Stability of decision trees and logistic regression N Arsov, M Pavlovski, L Kocarev arXiv preprint arXiv:1903.00816, 2019 | 15 | 2019 |
| Generalization-Aware Structured Regression towards Balancing Bias and Variance. M Pavlovski, F Zhou, N Arsov, L Kocarev, Z Obradovic International Joint Conference on Artificial Intelligence (IJCAI), 2616-2622, 2018 | 13 | 2018 |
| Dynamic self-paced sampling ensemble for highly imbalanced and class-overlapped data classification F Zhou, S Gao, L Ni, M Pavlovski, Q Dong, Z Obradovic, W Qian Data Mining and Knowledge Discovery 36 (5), 1601-1622, 2022 | 12 | 2022 |
| Comorbidity network analysis and genetics of colorectal cancer B Ljubic, M Pavlovski, J Alshehri, S Roychoudhury, V Bajic, C Van Neste, ... Informatics in Medicine Unlocked 21, 100492, 2020 | 11 | 2020 |
| Adaptive Skip-Train Structured Regression for Temporal Networks M Pavlovski, F Zhou, I Stojkovic, L Kocarev, Z Obradovic Joint European Conference on Machine Learning and Knowledge Discovery in …, 2017 | 11 | 2017 |
| Sequential machine learning in prediction of common cancers J Andjelkovic, B Ljubic, AA Hai, M Stanojevic, M Pavlovski, W Diaz, ... Informatics in Medicine Unlocked 30, 100928, 2022 | 8 | 2022 |
| Stacking and stability N Arsov, M Pavlovski, L Kocarev arXiv preprint arXiv:1901.09134, 2019 | 8 | 2019 |
| Peripheral instance augmentation for end-to-end anomaly detection using weighted adversarial learning W Zong, F Zhou, M Pavlovski, W Qian International Conference on Database Systems for Advanced Applications, 506-522, 2022 | 7 | 2022 |
Zoran ObradovicData Analytics and Biomedical Informatics Center, Temple UniversityVerified email at temple.edu
